From 7679e9c339f6d4c3e0355b9baf67927b63e2c080 Mon Sep 17 00:00:00 2001 From: jh-206 Date: Tue, 22 Oct 2024 11:36:36 -0600 Subject: [PATCH] Create rnn_code_tutorial.ipynb --- fmda/rnn_code_tutorial.ipynb | 13589 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 13589 insertions(+) create mode 100644 fmda/rnn_code_tutorial.ipynb diff --git a/fmda/rnn_code_tutorial.ipynb b/fmda/rnn_code_tutorial.ipynb new file mode 100644 index 0000000..0437674 --- /dev/null +++ b/fmda/rnn_code_tutorial.ipynb @@ -0,0 +1,13589 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7f39c039-5ee5-4b46-bf8f-1ae289db8d17", + "metadata": {}, + "source": [ + "# v2.3 run RNN Class with Spatial Training\n", + "\n", + "This notebook serves as a guide for using the RNN code in this project. It walks through the core functionality for the data pre-processing, setting up model hyperparameters, structuring data to feed into RNN, and evaluating prediction error with spatiotemporal cross-validation. " + ] + }, + { + "cell_type": "markdown", + "id": "1e98fcc9-3079-45d1-aece-d656d70a4244", + "metadata": {}, + "source": [ + "## Setup\n", + "\n", + "We will import certain functions at code cells in relevant sections for clarity, but everything used will be included in this setup cell." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "31369263-1526-4117-b25d-c3ed71d298b0", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "from utils import print_dict_summary, print_first, str2time, logging_setup\n", + "import pickle\n", + "import logging\n", + "import os.path as osp\n", + "from moisture_rnn_pkl import pkl2train\n", + "from moisture_rnn import RNNParams, RNNData, RNN, rnn_data_wrap\n", + "from utils import hash2, read_yml, read_pkl, retrieve_url, Dict, print_dict_summary\n", + "from moisture_rnn import RNN\n", + "import reproducibility\n", + "from data_funcs import rmse, to_json, combine_nested, build_train_dict\n", + "from moisture_models import run_augmented_kf\n", + "import copy\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import yaml\n", + "import time" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2c14b5e7-5f22-45d2-8bcd-73a94f9b25e8", + "metadata": {}, + "outputs": [], + "source": [ + "from IPython.display import Markdown, display\n", + "\n", + "# Helper function to make documentation a little prettier\n", + "def print_markdown_docstring(func):\n", + " display(Markdown(f\"```python\\n{func.__doc__}\\n```\"))" + ] + }, + { + "cell_type": "markdown", + "id": "cede04ca-f1ae-411e-b014-e35493c8b9c9", + "metadata": {}, + "source": [ + "## Acquiring Data\n", + "\n", + "The expected format of the input data for this project is in the form of nested dictionaries with a particular structure. These dictionaries are produced by the process `build_fmda_dicts` within the `wrfxpy` branch `develop-72-jh`. These files are staged remotely as `pickle` files on the OpenWFM Demo site. The data consist of ground-based observations from RAWS stations and atmospheric data from the HRRR weather model interpolated to the location of the RAWS site. These data were collected by specifying a time period and a spatial bounding box, and all RAWS with FMC sensors were collected within those bounds and time frame.\n", + "\n", + "NOTE: as of 2024-10-22 the wrfxpy code is still needs to be merged with the latest changed from Angel. The code that makes fmda dictionaries shouldn't depend much on other changes within wrfxpy\n", + "\n", + "The first step is just to retrieve the files. The method is called `retrieve_url`. It uses a method that calls `wget` as a subprocesses and saves to a target directory if the file doesn't already exist. You can force it to download with a function argument. The function documentation is printed below, then it is called using f-strings to make the code more concise." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "e32267c9-e5ef-475d-a5ec-00e7212996e4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/markdown": [ + "```python\n", + "\n", + " Downloads a file from a specified URL to a destination path.\n", + "\n", + " Parameters:\n", + " -----------\n", + " url : str\n", + " The URL from which to download the file.\n", + " dest_path : str\n", + " The destination path where the file should be saved.\n", + " force_download : bool, optional\n", + " If True, forces the download even if the file already exists at the destination path.\n", + " Default is False.\n", + "\n", + " Warnings:\n", + " ---------\n", + " Prints a warning if the file extension of the URL does not match the destination file extension.\n", + "\n", + " Raises:\n", + " -------\n", + " AssertionError:\n", + " If the download fails and the file does not exist at the destination path.\n", + "\n", + " Notes:\n", + " ------\n", + " This function uses the `wget` command-line tool to download the file. Ensure that `wget` is \n", + " installed and accessible from the system's PATH.\n", + "\n", + " Prints:\n", + " -------\n", + " A message indicating whether the file was downloaded or if it already exists at the \n", + " destination path.\n", + " \n", + "```" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print_markdown_docstring(retrieve_url)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "aa00ee6d-1d13-46fc-a942-64578dfe5b7d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Target data already exists at data/fmda_rocky_202403-05_f05.pkl\n" + ] + } + ], + "source": [ + "filename = \"fmda_rocky_202403-05_f05.pkl\"\n", + "retrieve_url(\n", + " url = f\"https://demo.openwfm.org/web/data/fmda/dicts/{filename}\", \n", + " dest_path = f\"data/{filename}\")" + ] + }, + { + "cell_type": "markdown", + "id": "8ced2117-f36b-427b-86ae-0dca1e9cdccf", + "metadata": {}, + "source": [ + "### Exploring the Nested Dictionary Structure \n", + "\n", + "The data dictionaries have the following structure:\n", + "\n", + "* Top level keys are RAWS station IDs and some additional string related to the time period.\n", + "* For each of the RAWS sites, there are 3 subdictionaries consisting of different types of data that pertain to that location.\n", + " - A `loc` subdirectory that consists of static information about the physical location of the RAWS site. This includes station ID name, longitude, latitude, elevation, and two grid coordinates named \"pixel_x\" and \"pixel_y\" This will be renamed to \"grid_coordinate\" in the future. These correspond to the transformation of the lon/lat coordinates from the RAWS site onto the regular HRRR grid.\n", + " - A `RAWS` subdirectory that includes at least FMC observations and the associated times returned by Synoptic. These times may not line up perfectly with the requested regular hours. In addition to the FMC data, any available ground-based sensor data for variables relevant to FMC were collected. These data are intended to be used as validation for the accuracy of the interpolated HRRR data.\n", + " - A `HRRR` subdirectory that includes atmospheric variables relevant to FMC. The formatted table below shows the variables used by this project, . More variables will be collected in the future" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "8bebd077-2690-4b91-8779-a1223a5c91dc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['CPTC2_202403', 'CHAC2_202403', 'CHRC2_202403', 'DYKC2_202403', 'LKGC2_202403', 'CCEC2_202403', 'RDKC2_202403', 'RFRC2_202403', 'SAWC2_202403', 'WLCC2_202403', 'CCRU1_202403', 'HSRU1_202403', 'YLSU1_202403', 'BRLW4_202403', 'GTGW4_202403', 'SAWW4_202403', 'SPKW4_202403', 'ESPC2_202403', 'MRFC2_202403', 'PKLC2_202403', 'BRAU1_202403', 'NLPU1_202403', 'TS010_202403', 'CUHC2_202403', 'BAWC2_202403', 'BTAC2_202403', 'SOPC2_202403', 'BMOC2_202403', 'CYNC2_202403', 'TR223_202403', 'TCTM8_202403', 'TR337_202403', 'VLRW4_202403', 'TR383_202403', 'LEIW4_202403', 'TR390_202403', 'TS001_202403', 'HSYN1_202403', 'HRSN1_202403', 'SBFN1_202403', 'DOHS2_202403', 'BKFS2_202403', 'CRRS2_202403', 'NMOS2_202403', 'RDCS2_202403', 'TGSK1_202403', 'QNRK1_202403', 'RESN1_202403', 'VRFN1_202403', 'KSHC2_202403', 'TR563_202403', 'CGLK1_202403', 'MRLS2_202403', 'TR755_202403', 'DEOI4_202403', 'CCYC2_202403', 'HBOM8_202403', 'TR937_202403', 'TR956_202403', 'PINS2_202403', 'DVLW4_202403', 'TS040_202403', 'RLAS2_202403', 'RHUS2_202403', 'JNSC2_202403', 'LSHI4_202403', 'TS305_202403', 'TS343_202403', 'LLKS2_202403', 'AGTN1_202403', 'WCAS2_202403', 'RHRS2_202403', 'TS485_202403', 'TS578_202403', 'TS582_202403', 'HITI4_202403', 'KRNK1_202403', 'AENC2_202403', 'LSTC2_202403', 'LPFC2_202403', 'LOOC2_202403', 'TS661_202403', 'TS872_202403', 'TS897_202403', 'RRAC2_202403', 'FKTC2_202403', 'DMTC2_202403', 'WPKS2_202403', 'KSEC2_202403', 'TS946_202403', 'TS954_202403', 'TS964_202403', 'TT065_202403', 'TT081_202403', 'CSPS2_202403', 'SDSS2_202403', 'SHDS2_202403', 'RWES2_202403', 'TT283_202403', 'PMTW4_202403', 'TT364_202403', 'BEYC2_202403', 'TT456_202403', 'MTRN1_202403', 'MKVN1_202403', 'TT561_202403', 'TT562_202403', 'TT563_202403', 'TT564_202403', 'TT565_202403', 'TT566_202403', 'TT567_202403', 'TT568_202403', 'TT574_202403', 'SFRS2_202403', 'TT590_202403', 'TT591_202403', 'TT610_202403', 'TT681_202403', 'TT689_202403', 'TT695_202403', 'TT696_202403', 'C3SKI_202403', 'TT784_202403', 'TT787_202403', 'TT788_202403', 'TT789_202403', 'TT813_202403', 'TT815_202403', 'TT816_202403'])" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dat.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "e0dda99c-077c-4fdd-a5ae-0c3095c2057f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['loc', 'RAWS', 'HRRR'])" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dat['CPTC2_202403'].keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "298f3d00-b206-4f83-9ef5-2fab7f7c0806", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['STID', 'lat', 'lon', 'elev', 'pixel_x', 'pixel_y'])" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dat['CPTC2_202403']['loc'].keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "e5d9e2e8-90ff-4597-8dd9-4a8f3cec2303", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "loading file data/fmda_rocky_202403-05_f05.pkl\n", + "CPTC2_202403\n", + " loc\n", + " STID : CPTC2\n", + " lat : 38.45964\n", + " lon : -109.04731\n", + " elev : 8124\n", + " pixel_x : 565.3953218828111\n", + " pixel_y : 509.89701435338947\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 265.37199999999996, max: 298.15\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 234.442, max: 329.692\n", + " rh: NumPy array of shape (2206,), min: nan, max: nan\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 9.836\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2206,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 266.31361616233835, max: 297.0688328224595\n", + " rh: NumPy array of shape (2208,), min: 7.522713670093307, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3045713911157861, max: 15.09099812055511\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1081.7302004975074\n", + " soilm: NumPy array of shape (2208,), min: 0.056126406019675175, max: 0.24291703082319627\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22516238164522542\n", + " groundflux: NumPy array of shape (2208,), min: -233.81325316643472, max: 413.492723688566\n", + " Ed: NumPy array of shape (2208,), min: 3.932314579339184, max: 35.68315971965122\n", + " Ew: NumPy array of shape (2208,), min: 3.054240651963201, max: 33.45629656041178\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 266.23398017958317, max: 296.44382028187067\n", + " rh: NumPy array of shape (2208,), min: 7.924628703663794, max: 99.89361880234587\n", + " wind: NumPy array of shape (2208,), min: 0.857171459405575, max: 17.08500761588227\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011523953973755687\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.818563702589338\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1085.3123418809882\n", + " soilm: NumPy array of shape (2208,), min: 0.05618867931276529, max: 0.24391702788694158\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22516238164522542\n", + " groundflux: NumPy array of shape (2208,), min: -190.44097420877293, max: 197.81739845084203\n", + " Ed: NumPy array of shape (2208,), min: 3.7409142192408273, max: 35.42171589416511\n", + " Ew: NumPy array of shape (2208,), min: 2.890177763576445, max: 33.18474475653207\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 266.3023447171182, max: 296.3819077033915\n", + " rh: NumPy array of shape (2208,), min: 8.572388920530683, max: 98.93624709487392\n", + " wind: NumPy array of shape (2208,), min: 0.8997371296338974, max: 17.506610622385477\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.000808383361969642\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.447254505786518\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73766.72554235284\n", + " soilm: NumPy array of shape (2208,), min: 0.056229391723326284, max: 0.25618360229458087\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22516238164522542\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7789612461724267\n", + " Ed: NumPy array of shape (2208,), min: 3.888212152348996, max: 34.55049300780814\n", + " Ew: NumPy array of shape (2208,), min: 3.0189887776983633, max: 32.41137694356307\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 266.49124815086304, max: 296.43641891429814\n", + " rh: NumPy array of shape (2208,), min: 8.22678497134034, max: 99.67813077291042\n", + " wind: NumPy array of shape (2208,), min: 0.6948617299916177, max: 16.692394681557076\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019892073336366233\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.620534289264193\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75118.94727838921\n", + " soilm: NumPy array of shape (2208,), min: 0.05633237734665757, max: 0.24704795136399813\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22516238164522542\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.82984322300172\n", + " Ed: NumPy array of shape (2208,), min: 3.898405875086503, max: 35.3161585254147\n", + " Ew: NumPy array of shape (2208,), min: 3.026358431425586, max: 33.1225109478954\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 266.60861236441275, max: 296.7403710940174\n", + " rh: NumPy array of shape (2208,), min: 8.22397927244252, max: 99.218160938994\n", + " wind: NumPy array of shape (2208,), min: 0.8755208489425036, max: 16.013336774541347\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0009086639333167349\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.47931470944884\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74598.02692116056\n", + " soilm: NumPy array of shape (2208,), min: 0.05639465063974769, max: 0.26057258465276445\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22516238164522542\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8045979136401873\n", + " Ed: NumPy array of shape (2208,), min: 3.685043643149153, max: 35.04682955772404\n", + " Ew: NumPy array of shape (2208,), min: 2.841425105087737, max: 32.86979493206988\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 266.3648542238918, max: 296.2888829803619\n", + " rh: NumPy array of shape (2208,), min: 7.537421962815154, max: 99.85815569767279\n", + " wind: NumPy array of shape (2208,), min: 0.8003855152656467, max: 16.913225254587914\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018840534121556014\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.387790077406123\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 64186.98061084289\n", + " soilm: NumPy array of shape (2208,), min: 0.05678997317203569, max: 0.27401656887314185\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22516238164522542\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7929638514819835\n", + " Ed: NumPy array of shape (2208,), min: 4.116434318104, max: 35.40442852734956\n", + " Ew: NumPy array of shape (2208,), min: 3.222569365074795, max: 33.17071185831675\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CHAC2_202403\n", + " loc\n", + " STID : CHAC2\n", + " lat : 37.19944\n", + " lon : -108.48917\n", + " elev : 7126\n", + " pixel_x : 575.9094807938177\n", + " pixel_y : 558.2578858477347\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: nan, max: nan\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 98.044, max: 161.036\n", + " rh: NumPy array of shape (2208,), min: nan, max: nan\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: nan, max: nan\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2208,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 268.10088737436155, max: 298.4553812790729\n", + " rh: NumPy array of shape (2208,), min: 7.52816478851393, max: 99.97284465250935\n", + " wind: NumPy array of shape (2208,), min: 0.3334273958241551, max: 14.348068926820376\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1087.8311612757534\n", + " soilm: NumPy array of shape (2208,), min: 0.052325063163333796, max: 0.193231888020686\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -179.62984606965142, max: 155.69275508616758\n", + " Ed: NumPy array of shape (2208,), min: 3.5044195943750416, max: 35.735719949568804\n", + " Ew: NumPy array of shape (2208,), min: 2.6559555577262977, max: 33.49143400476667\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 267.8479538905211, max: 298.6801816681463\n", + " rh: NumPy array of shape (2208,), min: 7.599465789508357, max: 99.86667394684123\n", + " wind: NumPy array of shape (2208,), min: 0.9825112442238648, max: 15.159821545832497\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0008765457608748232\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 1.2161628381693323\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1090.5294434662815\n", + " soilm: NumPy array of shape (2208,), min: 0.052090520462508325, max: 0.19348977439104126\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -168.18961587635386, max: 120.0\n", + " Ed: NumPy array of shape (2208,), min: 3.224254308381995, max: 35.62092465690257\n", + " Ew: NumPy array of shape (2208,), min: 2.4078472939061903, max: 33.38642737616205\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 267.8911103302233, max: 298.72361068851916\n", + " rh: NumPy array of shape (2208,), min: 7.023034167877817, max: 99.98189643500623\n", + " wind: NumPy array of shape (2208,), min: 0.828096279972378, max: 15.207247374574038\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0005718770226387055\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.084050719402301\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75077.91295453002\n", + " soilm: NumPy array of shape (2208,), min: 0.0520233447424134, max: 0.1878139539832765\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.307449639561436\n", + " Ed: NumPy array of shape (2208,), min: 3.2930156213085287, max: 35.80301940605548\n", + " Ew: NumPy array of shape (2208,), min: 2.473963543326742, max: 33.558733461253354\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 267.72177290972996, max: 298.69083945340066\n", + " rh: NumPy array of shape (2208,), min: 6.856107700085476, max: 99.96379217940573\n", + " wind: NumPy array of shape (2208,), min: 0.8286001257222286, max: 16.360722383778306\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0009115334369111808\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.023286935652644\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74860.23798649301\n", + " soilm: NumPy array of shape (2208,), min: 0.0520233447424134, max: 0.21078851285431477\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3210451164759822\n", + " Ed: NumPy array of shape (2208,), min: 3.038842344165595, max: 35.83343561564786\n", + " Ew: NumPy array of shape (2208,), min: 2.257557242297409, max: 33.589988574118905\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 267.7338085339445, max: 298.69747677390455\n", + " rh: NumPy array of shape (2208,), min: 6.567493792463405, max: 99.54802141513578\n", + " wind: NumPy array of shape (2208,), min: 0.7875889977628788, max: 14.737055736321153\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012754402353922904\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.796058428960614\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74860.23798649301\n", + " soilm: NumPy array of shape (2208,), min: 0.052090520462508325, max: 0.24408725962255873\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3326368546086163\n", + " Ed: NumPy array of shape (2208,), min: 3.2851293151934895, max: 35.39134640517118\n", + " Ew: NumPy array of shape (2208,), min: 2.465264542109961, max: 33.185576861032615\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 267.7321806507094, max: 298.65266699983374\n", + " rh: NumPy array of shape (2208,), min: 6.667494018931762, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6440788334092468, max: 16.099422438639134\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002605088628466155\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.611276411070394\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74930.06620554585\n", + " soilm: NumPy array of shape (2208,), min: 0.052090520462508325, max: 0.27715285997889716\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3358874658255324\n", + " Ed: NumPy array of shape (2208,), min: 3.433612225760482, max: 35.505699338535436\n", + " Ew: NumPy array of shape (2208,), min: 2.5898583849981294, max: 33.258892057929046\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CHRC2_202403\n", + " loc\n", + " STID : CHRC2\n", + " lat : 39.18139\n", + " lon : -105.26722\n", + " elev : 7546\n", + " pixel_x : 676.755073443862\n", + " pixel_y : 494.72908297558274\n", + " RAWS\n", + " temp: NumPy array of shape (2204,), min: nan, max: nan\n", + " fm: NumPy array of shape (2204,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2204,), min: 11.938, max: 85.852\n", + " rh: NumPy array of shape (2204,), min: nan, max: nan\n", + " solar: NumPy array of shape (2204,), min: nan, max: nan\n", + " wind: NumPy array of shape (2204,), min: 0.0, max: 17.435\n", + " time_raws: NumPy array of shape (2204,), type object\n", + " hours : 2204\n", + " rain: NumPy array of shape (2204,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2204,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2204,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.9064479823141, max: 296.56711535805454\n", + " rh: NumPy array of shape (2208,), min: 4.010698335288685, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3146947569173329, max: 16.733844078361557\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1094.3918111773758\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3074496556278356\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.14581659728938492\n", + " groundflux: NumPy array of shape (2208,), min: -216.16865967024086, max: 751.1813694677543\n", + " Ed: NumPy array of shape (2208,), min: 2.916349247651541, max: 35.752822819115245\n", + " Ew: NumPy array of shape (2208,), min: 2.209647343639761, max: 33.51170316741404\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.2127930833223, max: 297.3426440430821\n", + " rh: NumPy array of shape (2208,), min: 4.386477276553451, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9100786025009374, max: 21.031639224280152\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022484156605047764\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.769951353403597\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1096.763750588262\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.30817874562327635\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.14581659728938492\n", + " groundflux: NumPy array of shape (2208,), min: -183.85692475586296, max: 380.52443910437137\n", + " Ed: NumPy array of shape (2208,), min: 2.687591480201399, max: 35.85398223861129\n", + " Ew: NumPy array of shape (2208,), min: 2.02692576919783, max: 33.6071749580049\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.19404718059536, max: 297.2891397124969\n", + " rh: NumPy array of shape (2208,), min: 4.569739777442566, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6730200579613141, max: 19.072414475833458\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001279287871161442\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.32467781367281\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75195.36747913522\n", + " soilm: NumPy array of shape (2208,), min: 0.05027091831850436, max: 0.29658742325734444\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.14581659728938492\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.521709741852102\n", + " Ed: NumPy array of shape (2208,), min: 2.7637082131928574, max: 35.816178541774\n", + " Ew: NumPy array of shape (2208,), min: 2.08355129626184, max: 33.5693712611676\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.7888659236943, max: 297.43294001106045\n", + " rh: NumPy array of shape (2208,), min: 4.09683143822742, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.40036010068198236, max: 18.808306338912722\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011449488506873602\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.860000831501644\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73703.38235947627\n", + " soilm: NumPy array of shape (2208,), min: 0.05044949046273875, max: 0.29165034376003174\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.14581659728938492\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5640307292138294\n", + " Ed: NumPy array of shape (2208,), min: 2.5146481730249826, max: 35.77493609007069\n", + " Ew: NumPy array of shape (2208,), min: 1.8808071298898572, max: 33.52812880946429\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.37952281380177, max: 297.54449715254515\n", + " rh: NumPy array of shape (2208,), min: 3.9763750167650356, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6967467297809462, max: 18.234170116666967\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002470561010684851\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.956281013933822\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73452.05794217382\n", + " soilm: NumPy array of shape (2208,), min: 0.05100000277161598, max: 0.29318973846019203\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.14581659728938492\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.458773112071581\n", + " Ed: NumPy array of shape (2208,), min: 2.869460585720213, max: 35.72878585944043\n", + " Ew: NumPy array of shape (2208,), min: 2.219971158104612, max: 33.48197857883403\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.9430560272262, max: 297.2437792969727\n", + " rh: NumPy array of shape (2208,), min: 4.210970014394437, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.713081168710713, max: 18.635619460723408\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018846996330756658\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.5922625090449\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74004.22840711314\n", + " soilm: NumPy array of shape (2208,), min: 0.05117857425061865, max: 0.2950198530733872\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.14581659728938492\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4341509593658877\n", + " Ed: NumPy array of shape (2208,), min: 2.594979318076069, max: 35.76992935972883\n", + " Ew: NumPy array of shape (2208,), min: 1.945131130747199, max: 33.52312207912244\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "DYKC2_202403\n", + " loc\n", + " STID : DYKC2\n", + " lat : 37.22694\n", + " lon : -107.30528\n", + " elev : 7460\n", + " pixel_x : 610.7576918458947\n", + " pixel_y : 561.1852513405295\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: nan, max: nan\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 184.912, max: 268.224\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 8.046\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.04757871427205, max: 298.89750374613055\n", + " rh: NumPy array of shape (2208,), min: 6.796398625257046, max: 99.94077483059732\n", + " wind: NumPy array of shape (2208,), min: 0.21932901629618204, max: 13.790332970941849\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1084.5166054372603\n", + " soilm: NumPy array of shape (2208,), min: 0.051739055397816265, max: 0.19559735323325156\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.024230815771600356\n", + " groundflux: NumPy array of shape (2208,), min: -180.9234177772468, max: 173.49183072001406\n", + " Ed: NumPy array of shape (2208,), min: 3.078310038614835, max: 35.50268159230579\n", + " Ew: NumPy array of shape (2208,), min: 2.2792279104198556, max: 33.26136398553989\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.57147248867284, max: 298.5266209561805\n", + " rh: NumPy array of shape (2208,), min: 6.927743086745396, max: 99.27937064991775\n", + " wind: NumPy array of shape (2208,), min: 0.7589149051233818, max: 17.46265580444977\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0005496784931275095\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.0427305485513685\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1087.1415851756312\n", + " soilm: NumPy array of shape (2208,), min: 0.051739055397816265, max: 0.1962146829000378\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.024230815771600356\n", + " groundflux: NumPy array of shape (2208,), min: -168.02579756263904, max: 124.58326878213484\n", + " Ed: NumPy array of shape (2208,), min: 3.2056923805641726, max: 35.08461427638935\n", + " Ew: NumPy array of shape (2208,), min: 2.420914564331258, max: 32.9023231335086\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 266.2471719056263, max: 298.5049764145867\n", + " rh: NumPy array of shape (2208,), min: 6.70075295614467, max: 99.3619329513064\n", + " wind: NumPy array of shape (2208,), min: 0.6668304871721238, max: 15.646148872424668\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0007044887662906846\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.400818492174805\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70943.90348104619\n", + " soilm: NumPy array of shape (2208,), min: 0.05169416756369958, max: 0.21645287703894414\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.042755950100593944\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7261282766567643\n", + " Ed: NumPy array of shape (2208,), min: 3.2302914358888284, max: 35.163760635503635\n", + " Ew: NumPy array of shape (2208,), min: 2.433784877863301, max: 32.97432504289097\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 266.41398359289747, max: 298.9844872785544\n", + " rh: NumPy array of shape (2208,), min: 6.73588264338205, max: 99.88154815499773\n", + " wind: NumPy array of shape (2208,), min: 0.6414370440276284, max: 17.0586723227697\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0009349952439125263\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.018947049266477\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72998.72702330467\n", + " soilm: NumPy array of shape (2208,), min: 0.05169416756369958, max: 0.2437332751661223\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7055848658082502\n", + " Ed: NumPy array of shape (2208,), min: 3.1693336906720244, max: 35.5606806784295\n", + " Ew: NumPy array of shape (2208,), min: 2.3939730245951414, max: 33.324818640277776\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 267.1244370018943, max: 299.2570565441739\n", + " rh: NumPy array of shape (2208,), min: 6.668968808789161, max: 99.82232147939813\n", + " wind: NumPy array of shape (2208,), min: 0.6634019377755184, max: 15.651980559225459\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0008024337490558519\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.4395280541155744\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67550.56540844671\n", + " soilm: NumPy array of shape (2208,), min: 0.05169416756369958, max: 0.22092083376231686\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.011403634046711316, max: 1.7190454145109006\n", + " Ed: NumPy array of shape (2208,), min: 3.020465245948208, max: 35.49747163551005\n", + " Ew: NumPy array of shape (2208,), min: 2.2484365965933706, max: 33.267031125108275\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 266.6430034187798, max: 299.16995224523777\n", + " rh: NumPy array of shape (2208,), min: 6.456914717795014, max: 99.62398700030158\n", + " wind: NumPy array of shape (2208,), min: 0.6335343640556894, max: 14.610472480587033\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017527552092869044\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.580169653843442\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67425.70656878129\n", + " soilm: NumPy array of shape (2208,), min: 0.05169416756369958, max: 0.23431835318194277\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.12423081726171648\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6974552990655982\n", + " Ed: NumPy array of shape (2208,), min: 2.945548276709817, max: 35.37515263268871\n", + " Ew: NumPy array of shape (2208,), min: 2.184247510894565, max: 33.16262214980834\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "LKGC2_202403\n", + " loc\n", + " STID : LKGC2\n", + " lat : 38.97861\n", + " lon : -105.35444\n", + " elev : 8094\n", + " pixel_x : 673.617234220353\n", + " pixel_y : 502.0059958483658\n", + " RAWS\n", + " temp: NumPy array of shape (2201,), min: 256.48299999999995, max: 296.48299999999995\n", + " fm: NumPy array of shape (2201,), min: 4.1, max: 24.0\n", + " precip_accum: NumPy array of shape (2201,), min: 26.416, max: 110.49\n", + " rh: NumPy array of shape (2201,), min: 7.0, max: 100.0\n", + " solar: NumPy array of shape (2201,), min: 0.0, max: 997.0\n", + " wind: NumPy array of shape (2201,), min: 0.0, max: 9.836\n", + " time_raws: NumPy array of shape (2201,), type object\n", + " hours : 2201\n", + " rain: NumPy array of shape (2201,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2201,), min: 3.5738087859963312, max: 36.7595195857127\n", + " Ew: NumPy array of shape (2201,), min: 2.7855356636706423, max: 34.512712305106305\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.67717818790857, max: 294.92395211172413\n", + " rh: NumPy array of shape (2208,), min: 1.1319960618726284, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.1378610580944355, max: 16.376237665256284\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1096.3767699312812\n", + " soilm: NumPy array of shape (2208,), min: 0.05022480300572426, max: 0.2885396459215134\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23984583828103528\n", + " groundflux: NumPy array of shape (2208,), min: -268.7531355502449, max: 702.0477753760117\n", + " Ed: NumPy array of shape (2208,), min: 1.2266485263415716, max: 35.79464737813246\n", + " Ew: NumPy array of shape (2208,), min: 0.8999187461190695, max: 33.54784009752606\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.68312006481153, max: 295.1901866940358\n", + " rh: NumPy array of shape (2208,), min: 3.334264002530349, max: 99.996631997185\n", + " wind: NumPy array of shape (2208,), min: 0.5385831253874658, max: 17.49795440798457\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021186045230963536\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.142129871208128\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1099.3679624084812\n", + " soilm: NumPy array of shape (2208,), min: 0.05022480300572426, max: 0.28792612044295063\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23984583828103528\n", + " groundflux: NumPy array of shape (2208,), min: -196.11238371987213, max: 248.69895846644232\n", + " Ed: NumPy array of shape (2208,), min: 2.6990571886233483, max: 35.786839677197484\n", + " Ew: NumPy array of shape (2208,), min: 2.1363081144558653, max: 33.540419100834946\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.2565864229911, max: 295.22827364994095\n", + " rh: NumPy array of shape (2208,), min: 3.4556824737632925, max: 99.60890443738818\n", + " wind: NumPy array of shape (2208,), min: 0.5820536353355894, max: 17.670175541985305\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012629225712064993\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.106917873401182\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 72966.56518952087\n", + " soilm: NumPy array of shape (2208,), min: 0.05022480300572426, max: 0.2884837585271679\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23984583828103528\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4993513381295793\n", + " Ed: NumPy array of shape (2208,), min: 2.820620630294023, max: 35.16362917423294\n", + " Ew: NumPy array of shape (2208,), min: 2.2481936415355275, max: 32.95244536755276\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.9918819153992, max: 295.03957185529146\n", + " rh: NumPy array of shape (2208,), min: 4.917035903942235, max: 99.99062173888682\n", + " wind: NumPy array of shape (2208,), min: 0.4924130817451582, max: 17.01190521553976\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021201304424873814\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.976499433609657\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 73629.79347341688\n", + " soilm: NumPy array of shape (2208,), min: 0.05022480300572426, max: 0.28753558547977104\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23984583828103528\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4522624648818825\n", + " Ed: NumPy array of shape (2208,), min: 3.462944396570499, max: 35.76712906287013\n", + " Ew: NumPy array of shape (2208,), min: 2.788458055727822, max: 33.521193358291086\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.75994330841104, max: 295.23952979459204\n", + " rh: NumPy array of shape (2208,), min: 4.602435495559274, max: 99.99187258459489\n", + " wind: NumPy array of shape (2208,), min: 0.7083837056169993, max: 17.391648304801894\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016444953104889012\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.03727786746837\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 73363.46393156605\n", + " soilm: NumPy array of shape (2208,), min: 0.05022480300572426, max: 0.28691835909576996\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23984583828103528\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4685724918654064\n", + " Ed: NumPy array of shape (2208,), min: 3.139122214092893, max: 35.66564292866523\n", + " Ew: NumPy array of shape (2208,), min: 2.427733755553235, max: 33.41959102565495\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.04983625170854, max: 295.35799994409535\n", + " rh: NumPy array of shape (2208,), min: 4.478389183187291, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6253511565525814, max: 17.788834565152698\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032702760185938924\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.865388570218965\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 74205.07126804299\n", + " soilm: NumPy array of shape (2208,), min: 0.05022480300572426, max: 0.28481330145538636\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23984583828103528\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4449669071484823\n", + " Ed: NumPy array of shape (2208,), min: 3.19379323077641, max: 35.754064995793186\n", + " Ew: NumPy array of shape (2208,), min: 2.5475100640089905, max: 33.507257715186796\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CCEC2_202403\n", + " loc\n", + " STID : CCEC2\n", + " lat : 37.5425\n", + " lon : -104.03194\n", + " elev : 5422\n", + " pixel_x : 707.8345376890975\n", + " pixel_y : 558.0804146617627\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 260.928, max: 303.15\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 49.022, max: 110.744\n", + " rh: NumPy array of shape (2206,), min: nan, max: nan\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 15.644\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2206,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.3836705131677, max: 303.7930786776556\n", + " rh: NumPy array of shape (2208,), min: 3.752619658307125, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.1878283798014819, max: 19.214887804258083\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1072.6823809739608\n", + " soilm: NumPy array of shape (2208,), min: 0.04816546306345398, max: 0.29164963946446626\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.07807342305000424\n", + " groundflux: NumPy array of shape (2208,), min: -217.62795635723361, max: 454.80191611070194\n", + " Ed: NumPy array of shape (2208,), min: 1.9672133777274772, max: 35.912484228073716\n", + " Ew: NumPy array of shape (2208,), min: 1.3521559165441237, max: 33.6676703513218\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 264.3520874361885, max: 303.14505652038804\n", + " rh: NumPy array of shape (2208,), min: 4.701794110705726, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5178878985678547, max: 20.023459822418978\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0025631762641919503\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.244559042940042\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1075.5614684377324\n", + " soilm: NumPy array of shape (2208,), min: 0.04816546306345398, max: 0.2956363417496989\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.07807342305000424\n", + " groundflux: NumPy array of shape (2208,), min: -216.15284187160896, max: 174.5387377646702\n", + " Ed: NumPy array of shape (2208,), min: 2.4856449959799845, max: 35.74701718864422\n", + " Ew: NumPy array of shape (2208,), min: 1.7168861500685522, max: 33.500209908037824\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 264.62845016525745, max: 302.8490222642893\n", + " rh: NumPy array of shape (2208,), min: 4.95394903527535, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6623113679725707, max: 20.0665106938356\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021615271546539566\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.417660482652996\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79897.07833820635\n", + " soilm: NumPy array of shape (2208,), min: 0.04816546306345398, max: 0.28808128120538323\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.07807342305000424\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.493468354668794\n", + " Ed: NumPy array of shape (2208,), min: 2.36941554929405, max: 35.83570384933921\n", + " Ew: NumPy array of shape (2208,), min: 1.6805270149626443, max: 33.588896568732814\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 264.572051475234, max: 303.0739182262464\n", + " rh: NumPy array of shape (2208,), min: 4.970495250585886, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6149980614473813, max: 17.77350265876654\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024981760675089606\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.788098838527754\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80719.00491631974\n", + " soilm: NumPy array of shape (2208,), min: 0.04816546306345398, max: 0.3081827721700339\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.07807342305000424\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.428339515150716\n", + " Ed: NumPy array of shape (2208,), min: 2.3274458762015167, max: 35.81390856765237\n", + " Ew: NumPy array of shape (2208,), min: 1.5917683363971697, max: 33.56710128704597\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 264.3747459719335, max: 303.2515524325003\n", + " rh: NumPy array of shape (2208,), min: 4.093752359282694, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6893585324287415, max: 18.144810898123445\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00242305433142016\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.718593974294443\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79638.41192247377\n", + " soilm: NumPy array of shape (2208,), min: 0.04816546306345398, max: 0.3286305800539408\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0013305595963967153\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5017269960136694\n", + " Ed: NumPy array of shape (2208,), min: 2.163998238650841, max: 35.788013302827764\n", + " Ew: NumPy array of shape (2208,), min: 1.4605014349803516, max: 33.54544008400756\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 264.0763028193497, max: 303.1789696617167\n", + " rh: NumPy array of shape (2208,), min: 4.0619904144152965, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4036875577411861, max: 17.280543389525718\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023924202838626414\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.605960916851831\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81960.07950803994\n", + " soilm: NumPy array of shape (2208,), min: 0.047892393709132536, max: 0.2931237649646048\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0013305595963967153\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4429217163016232\n", + " Ed: NumPy array of shape (2208,), min: 2.0641846593510995, max: 35.825724961869895\n", + " Ew: NumPy array of shape (2208,), min: 1.3853062957528373, max: 33.58866165067759\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "RDKC2_202403\n", + " loc\n", + " STID : RDKC2\n", + " lat : 38.82722\n", + " lon : -106.21167\n", + " elev : 8727\n", + " pixel_x : 648.4852945045603\n", + " pixel_y : 505.37247501130133\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 259.81699999999995, max: 295.928\n", + " fm: NumPy array of shape (2207,), min: 4.3, max: 26.8\n", + " precip_accum: NumPy array of shape (2207,), min: 35.052, max: 150.622\n", + " rh: NumPy array of shape (2207,), min: 7.0, max: 98.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 8.493\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.126765092402849, max: 33.880145037199554\n", + " Ew: NumPy array of shape (2207,), min: 3.3384919700771594, max: 31.800919052340042\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.681142651005, max: 294.57079949012046\n", + " rh: NumPy array of shape (2208,), min: 5.868390473789637, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.258061607624947, max: 16.141826822288998\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1097.0742899013267\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.245398948436619\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.18082850917147977\n", + " groundflux: NumPy array of shape (2208,), min: -333.07208955260006, max: 564.8286832548184\n", + " Ed: NumPy array of shape (2208,), min: 4.063287776962724, max: 35.850908257479674\n", + " Ew: NumPy array of shape (2208,), min: 3.3331950146013396, max: 33.61008688887947\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.9403058983455, max: 294.6773629393124\n", + " rh: NumPy array of shape (2208,), min: 4.3926551161122855, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9320037031644602, max: 20.462974105610964\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011273505845693717\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.0153676119923887\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1107.2613992959125\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.245398948436619\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.18082850917147977\n", + " groundflux: NumPy array of shape (2208,), min: -251.11356129364682, max: 250.71445597444378\n", + " Ed: NumPy array of shape (2208,), min: 3.3714676090333757, max: 35.736723627983025\n", + " Ew: NumPy array of shape (2208,), min: 2.7309149854826194, max: 33.48991634737663\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.205203325633, max: 295.3002357983205\n", + " rh: NumPy array of shape (2208,), min: 6.079960505703911, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9677880867340958, max: 21.995179268202534\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016924092116655945\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.560689736941979\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73625.32159948205\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.24600511555867782\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.18082850917147977\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7126681335518603\n", + " Ed: NumPy array of shape (2208,), min: 3.683393731032001, max: 35.77859841038463\n", + " Ew: NumPy array of shape (2208,), min: 2.911244592937665, max: 33.53179112977824\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 262.05052190295527, max: 295.7475351158978\n", + " rh: NumPy array of shape (2208,), min: 6.265233090174592, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8545052896982637, max: 18.878354035930403\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001417154872054881\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.512406123854023\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73051.93110360847\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.24929362152641457\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.18082850917147977\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5070918903687214\n", + " Ed: NumPy array of shape (2208,), min: 3.614629564647056, max: 35.650977956242244\n", + " Ew: NumPy array of shape (2208,), min: 2.863254388325166, max: 33.40417067563585\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.4603335168106, max: 295.4390530922958\n", + " rh: NumPy array of shape (2208,), min: 6.503398346610586, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9546089220260847, max: 19.32184201656171\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001648252486955105\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.31174324793933\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73070.00711121553\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.2465135970960487\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.18082850917147977\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4536510016805533\n", + " Ed: NumPy array of shape (2208,), min: 3.556513526346319, max: 35.90718611845427\n", + " Ew: NumPy array of shape (2208,), min: 2.740590370072754, max: 33.66037883784787\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 261.4649671725657, max: 295.78434004316665\n", + " rh: NumPy array of shape (2208,), min: 6.125505177276073, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.596831253161373, max: 18.878924694687576\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023439730368292025\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.042081928353795\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73719.23090345875\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.2560868638264138\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22935796396638367\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5927801395164913\n", + " Ed: NumPy array of shape (2208,), min: 3.1940199053421323, max: 35.83971334294079\n", + " Ew: NumPy array of shape (2208,), min: 2.4238226042324293, max: 33.5964639987036\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "RFRC2_202403\n", + " loc\n", + " STID : RFRC2\n", + " lat : 40.79281\n", + " lon : -105.57236\n", + " elev : 8233\n", + " pixel_x : 673.2534729735248\n", + " pixel_y : 434.45355263414785\n", + " RAWS\n", + " temp: NumPy array of shape (2201,), min: 256.48299999999995, max: 295.37199999999996\n", + " fm: NumPy array of shape (2201,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2201,), min: 21.082, max: 104.648\n", + " rh: NumPy array of shape (2201,), min: 7.0, max: 100.0\n", + " solar: NumPy array of shape (2201,), min: nan, max: nan\n", + " wind: NumPy array of shape (2201,), min: 0.0, max: 10.731\n", + " time_raws: NumPy array of shape (2201,), type object\n", + " hours : 2201\n", + " rain: NumPy array of shape (2201,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2201,), min: 4.458479161742831, max: 36.2594846511647\n", + " Ew: NumPy array of shape (2201,), min: 3.670206039417142, max: 34.01267737055831\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.12564673973344, max: 294.60569039272053\n", + " rh: NumPy array of shape (2208,), min: 6.5047790145209, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.37386980652583107, max: 21.732490143314756\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1072.0533933129018\n", + " soilm: NumPy array of shape (2208,), min: 0.05146473470012941, max: 0.29086643574546817\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -409.52839618890704, max: 671.537443217091\n", + " Ed: NumPy array of shape (2208,), min: 4.390054975216788, max: 36.58642212248253\n", + " Ew: NumPy array of shape (2208,), min: 3.6263099672312613, max: 34.34281580882055\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.0118921737162, max: 295.2317143236596\n", + " rh: NumPy array of shape (2208,), min: 9.35740457690849, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.8364217304855835, max: 22.795621392572713\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014745048795010058\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.131452241641808\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1076.399761018131\n", + " soilm: NumPy array of shape (2208,), min: 0.05146473470012941, max: 0.2907279237621185\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -345.09503045427874, max: 163.38402082348907\n", + " Ed: NumPy array of shape (2208,), min: 5.063645227328994, max: 35.92156603140775\n", + " Ew: NumPy array of shape (2208,), min: 4.17437835433324, max: 33.714771243114704\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.1531278266986, max: 295.2523998500359\n", + " rh: NumPy array of shape (2208,), min: 9.978724430772681, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 1.0374540069138838, max: 20.950733791524208\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015608017031883124\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.607725887829938\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74052.32993650975\n", + " soilm: NumPy array of shape (2208,), min: 0.05146473470012941, max: 0.287212617889214\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8064037303701144\n", + " Ed: NumPy array of shape (2208,), min: 4.95717063446963, max: 36.33626044512625\n", + " Ew: NumPy array of shape (2208,), min: 4.002404666393929, max: 34.11237332387415\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.3360679419551, max: 295.76842527854285\n", + " rh: NumPy array of shape (2208,), min: 8.79437727263774, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.7200067187440464, max: 20.618280624170616\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016672534315714798\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.838509611096487\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75152.32993650975\n", + " soilm: NumPy array of shape (2208,), min: 0.05142523429268966, max: 0.2779211223144121\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.762585321048803\n", + " Ed: NumPy array of shape (2208,), min: 4.4511229796364935, max: 36.25337973628248\n", + " Ew: NumPy array of shape (2208,), min: 3.5560769418021154, max: 34.02949261503039\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.99763384350905, max: 295.70077300347276\n", + " rh: NumPy array of shape (2208,), min: 9.24963344430417, max: 99.98850384193737\n", + " wind: NumPy array of shape (2208,), min: 0.9188366703036552, max: 24.096801335574597\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015020590358194212\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.286693254817383\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75452.32993650975\n", + " soilm: NumPy array of shape (2208,), min: 0.0512867243732945, max: 0.2729950976728167\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.768244998513345\n", + " Ed: NumPy array of shape (2208,), min: 4.398692726710738, max: 35.909565423325546\n", + " Ew: NumPy array of shape (2208,), min: 3.5070563159375947, max: 33.672152301084544\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.90872133181654, max: 295.9304905583974\n", + " rh: NumPy array of shape (2208,), min: 9.003537607597304, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.7379958782380002, max: 19.7881780911816\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002067570074233532\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.088507736324377\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74352.32993650973\n", + " soilm: NumPy array of shape (2208,), min: 0.051493104816766354, max: 0.2829476281481846\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.726084601972073\n", + " Ed: NumPy array of shape (2208,), min: 4.308310587608992, max: 36.352302640841195\n", + " Ew: NumPy array of shape (2208,), min: 3.432782700469372, max: 34.105495360234805\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "SAWC2_202403\n", + " loc\n", + " STID : SAWC2\n", + " lat : 37.65119\n", + " lon : -108.537\n", + " elev : 8147\n", + " pixel_x : 576.5105641929947\n", + " pixel_y : 541.4618631470184\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 261.483, max: 296.48299999999995\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 125.476, max: 181.102\n", + " rh: NumPy array of shape (2208,), min: 11.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 9.389\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 4.492068714432964, max: 36.65944059953247\n", + " Ew: NumPy array of shape (2208,), min: 3.54430585696763, max: 34.412633318926076\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.62814268821364, max: 296.32296450532766\n", + " rh: NumPy array of shape (2208,), min: 8.36219408383527, max: 99.67573056032379\n", + " wind: NumPy array of shape (2208,), min: 0.27077365342197424, max: 18.0220547384688\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1086.0649037428182\n", + " soilm: NumPy array of shape (2208,), min: 0.05221091779841979, max: 0.2439261629780014\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -205.07250044147645, max: 280.02041226265214\n", + " Ed: NumPy array of shape (2208,), min: 4.128572543383269, max: 35.59970198459353\n", + " Ew: NumPy array of shape (2208,), min: 3.2298284989896677, max: 33.3889927498592\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.66415979483634, max: 296.0738260189829\n", + " rh: NumPy array of shape (2208,), min: 9.177304347101268, max: 98.50591120036958\n", + " wind: NumPy array of shape (2208,), min: 0.6449500644651311, max: 18.346783767558726\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013092476157698543\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.0241052465650524\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1086.3672298108681\n", + " soilm: NumPy array of shape (2208,), min: 0.05221091779841979, max: 0.24584988587741924\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -184.52104724173955, max: 170.82717979960535\n", + " Ed: NumPy array of shape (2208,), min: 4.016259030716265, max: 33.72408424190989\n", + " Ew: NumPy array of shape (2208,), min: 3.132754885475898, max: 31.605769944409783\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.68671956145363, max: 296.16836927956143\n", + " rh: NumPy array of shape (2208,), min: 7.950527909443849, max: 99.75272151350265\n", + " wind: NumPy array of shape (2208,), min: 0.5288294693191107, max: 15.28696348843383\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014814860835302237\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.640553878014845\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69669.94609306974\n", + " soilm: NumPy array of shape (2208,), min: 0.05221091779841979, max: 0.23704433321666102\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.05105642006027063\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4952211593734335\n", + " Ed: NumPy array of shape (2208,), min: 3.657912312361235, max: 35.13955637380457\n", + " Ew: NumPy array of shape (2208,), min: 2.826066779871766, max: 32.915443716418494\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.4930939208242, max: 296.1840029365175\n", + " rh: NumPy array of shape (2208,), min: 8.60265066582117, max: 98.94454601766742\n", + " wind: NumPy array of shape (2208,), min: 0.38251664638602545, max: 15.680404246058684\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016673323864820739\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.297688714012699\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74396.33916558647\n", + " soilm: NumPy array of shape (2208,), min: 0.05221091779841979, max: 0.2584083177535894\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10097584378910641\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5176437155264535\n", + " Ed: NumPy array of shape (2208,), min: 4.055906958285456, max: 34.34192686765701\n", + " Ew: NumPy array of shape (2208,), min: 3.1856089045974243, max: 32.18797679947453\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 265.5846503752051, max: 296.36125007963415\n", + " rh: NumPy array of shape (2208,), min: 9.445782962132544, max: 99.71319671251479\n", + " wind: NumPy array of shape (2208,), min: 0.4966146961759237, max: 15.16537914979851\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014087643442921712\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.601017922371476\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69275.0357983104\n", + " soilm: NumPy array of shape (2208,), min: 0.05221091779841979, max: 0.23623144808233304\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10097584378910641\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5133707114016173\n", + " Ed: NumPy array of shape (2208,), min: 4.160711894941895, max: 35.262296555004454\n", + " Ew: NumPy array of shape (2208,), min: 3.265580144721858, max: 33.041756714445306\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 265.4351415933904, max: 296.0765380532414\n", + " rh: NumPy array of shape (2208,), min: 8.760252401316954, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.48010403665355356, max: 16.80301974453718\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014183794968069283\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.604339890432766\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73070.43022296441\n", + " soilm: NumPy array of shape (2208,), min: 0.05221091779841979, max: 0.24108032679566596\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10097584378910641\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5703091213202582\n", + " Ed: NumPy array of shape (2208,), min: 4.053988940662102, max: 35.67616071076924\n", + " Ew: NumPy array of shape (2208,), min: 3.1871911626122453, max: 33.42935343016284\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "WLCC2_202403\n", + " loc\n", + " STID : WLCC2\n", + " lat : 38.00289\n", + " lon : -105.05603\n", + " elev : 9053\n", + " pixel_x : 679.2201881333629\n", + " pixel_y : 538.769992691876\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 259.81699999999995, max: 293.15\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 46.99, max: 188.976\n", + " rh: NumPy array of shape (2208,), min: nan, max: nan\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 9.389\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2208,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.94885467666575, max: 294.320997247415\n", + " rh: NumPy array of shape (2208,), min: 7.683470269981591, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.27072515404183345, max: 16.17483022715034\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1090.7618541597597\n", + " soilm: NumPy array of shape (2208,), min: 0.07314212048991856, max: 0.45944335606026104\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -278.7193482027393, max: 492.9531178634197\n", + " Ed: NumPy array of shape (2208,), min: 4.252461480296388, max: 36.61223549776593\n", + " Ew: NumPy array of shape (2208,), min: 3.408247395918803, max: 34.43285622677327\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.67622024550695, max: 293.5157620923463\n", + " rh: NumPy array of shape (2208,), min: 8.30401079479804, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0092250440568762, max: 17.1140616790494\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024889172841730213\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.433903266621789\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1093.5025209639673\n", + " soilm: NumPy array of shape (2208,), min: 0.07314212048991856, max: 0.45944335606026104\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -212.71399562297685, max: 242.89159403041526\n", + " Ed: NumPy array of shape (2208,), min: 4.365622135469532, max: 36.462696558786504\n", + " Ew: NumPy array of shape (2208,), min: 3.5150844881871333, max: 34.233860011938766\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 260.54537097076945, max: 293.7754125249549\n", + " rh: NumPy array of shape (2208,), min: 6.992184297136863, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8925046278873523, max: 17.084401597954923\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018089222908878712\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.637650076221895\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70310.18294964358\n", + " soilm: NumPy array of shape (2208,), min: 0.07314212048991856, max: 0.4628170593044151\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.353739833098906\n", + " Ed: NumPy array of shape (2208,), min: 3.9217089081503453, max: 36.19269723327651\n", + " Ew: NumPy array of shape (2208,), min: 3.1338125276420534, max: 33.975993985326696\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 260.06937675569554, max: 293.5807477397699\n", + " rh: NumPy array of shape (2208,), min: 7.1660065368527555, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8140422007935482, max: 17.00972633935559\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002033740514311308\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 22.008311643915278\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71624.77924159555\n", + " soilm: NumPy array of shape (2208,), min: 0.0729725781559978, max: 0.4593927118324581\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01280652159334781, max: 2.3211196779268857\n", + " Ed: NumPy array of shape (2208,), min: 3.9787439518130467, max: 36.44573695948723\n", + " Ew: NumPy array of shape (2208,), min: 3.182543711737353, max: 34.20632848114343\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.83131067259393, max: 294.0787796502024\n", + " rh: NumPy array of shape (2208,), min: 7.747655882296735, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9171860553672315, max: 16.111875308391454\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002296864393717753\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.079205718522502\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70940.75102322867\n", + " soilm: NumPy array of shape (2208,), min: 0.0729725781559978, max: 0.45997162776732214\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.012201881060895235, max: 2.21936325446805\n", + " Ed: NumPy array of shape (2208,), min: 4.0655582923836215, max: 36.3028767002277\n", + " Ew: NumPy array of shape (2208,), min: 3.2280315485408226, max: 34.07208912848186\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 260.4961418223611, max: 294.45477410376446\n", + " rh: NumPy array of shape (2208,), min: 7.238508698703642, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7870575358998457, max: 17.672935726165296\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0027578431160322726\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.91626035309728\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71081.26692709717\n", + " soilm: NumPy array of shape (2208,), min: 0.0729725781559978, max: 0.46160976581961444\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010506448563518862, max: 2.47040559770383\n", + " Ed: NumPy array of shape (2208,), min: 4.015180645252855, max: 36.340146141477646\n", + " Ew: NumPy array of shape (2208,), min: 3.184644299144282, max: 34.10777241879908\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CCRU1_202403\n", + " loc\n", + " STID : CCRU1\n", + " lat : 40.88472\n", + " lon : -109.41694\n", + " elev : 6975\n", + " pixel_x : 566.3633242791552\n", + " pixel_y : 419.37129412434484\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 259.26099999999997, max: 298.15\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 142.494, max: 262.128\n", + " rh: NumPy array of shape (2208,), min: 11.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 5.813\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 5.236140715503938, max: 36.059506676980824\n", + " Ew: NumPy array of shape (2208,), min: 4.1739265360083975, max: 33.81269939637443\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.54514151403055, max: 297.1803155848569\n", + " rh: NumPy array of shape (2208,), min: 9.269295424010192, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.34140351976561045, max: 15.2034056033215\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1045.7876337535388\n", + " soilm: NumPy array of shape (2208,), min: 0.04885949873616928, max: 0.23785849616736027\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.33263668318380313\n", + " groundflux: NumPy array of shape (2208,), min: -240.3998343238296, max: 278.53155864664336\n", + " Ed: NumPy array of shape (2208,), min: 4.797789682081866, max: 35.85895174637973\n", + " Ew: NumPy array of shape (2208,), min: 3.9119025895312154, max: 33.61214446577333\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 263.0628162978589, max: 296.67792728919375\n", + " rh: NumPy array of shape (2208,), min: 7.457613730698126, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0800574500309448, max: 16.0995859145023\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0010191466253078548\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.6943034207630796\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1045.416339629194\n", + " soilm: NumPy array of shape (2208,), min: 0.04885949873616928, max: 0.23849516369125773\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.33263668318380313\n", + " groundflux: NumPy array of shape (2208,), min: -179.96448898474762, max: 149.54954495150827\n", + " Ed: NumPy array of shape (2208,), min: 4.213467557022984, max: 35.65307953212442\n", + " Ew: NumPy array of shape (2208,), min: 3.4036782503446767, max: 33.406272251518025\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.7090397809483, max: 296.64707444707955\n", + " rh: NumPy array of shape (2208,), min: 6.484151909635048, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9666511725518661, max: 15.608768487783497\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011572257197944955\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.956377822581119\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74044.13972964385\n", + " soilm: NumPy array of shape (2208,), min: 0.04885949873616928, max: 0.22964525701278252\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.33263668318380313\n", + " groundflux: NumPy array of shape (2208,), min: 0.012698003117820694, max: 1.9592688153266453\n", + " Ed: NumPy array of shape (2208,), min: 3.469818531545896, max: 35.688224630626365\n", + " Ew: NumPy array of shape (2208,), min: 2.6744496549550445, max: 33.441417350019975\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 263.058751836186, max: 296.8443191396154\n", + " rh: NumPy array of shape (2208,), min: 6.037228113992098, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.925889841627476, max: 15.589416582256181\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019179945262665166\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.342527681245203\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75779.38186440582\n", + " soilm: NumPy array of shape (2208,), min: 0.04885949873616928, max: 0.2717350618378198\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3726648634208104\n", + " groundflux: NumPy array of shape (2208,), min: 0.012284240816156441, max: 1.9573541509361514\n", + " Ed: NumPy array of shape (2208,), min: 3.3920456993870025, max: 35.685684365248484\n", + " Ew: NumPy array of shape (2208,), min: 2.6095955071016235, max: 33.43887708464209\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 262.95810546541065, max: 296.8886232457503\n", + " rh: NumPy array of shape (2208,), min: 5.86376621742567, max: 99.87751353904649\n", + " wind: NumPy array of shape (2208,), min: 1.0596062462953464, max: 15.255825055553885\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016562101233847004\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.331140504538157\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70745.7382948649\n", + " soilm: NumPy array of shape (2208,), min: 0.04885949873616928, max: 0.27337908827371993\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39630425743806097\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.976615010999391\n", + " Ed: NumPy array of shape (2208,), min: 3.0887106638561064, max: 35.64187664027892\n", + " Ew: NumPy array of shape (2208,), min: 2.3498019653013573, max: 33.406385003448136\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 262.751719720391, max: 296.7713636122042\n", + " rh: NumPy array of shape (2208,), min: 6.208428176401338, max: 99.90035560140626\n", + " wind: NumPy array of shape (2208,), min: 1.0779441533791652, max: 14.601299277818185\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021760054359850674\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.287633484310472\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72869.54745479261\n", + " soilm: NumPy array of shape (2208,), min: 0.04885949873616928, max: 0.3044411641769295\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39630425743806097\n", + " groundflux: NumPy array of shape (2208,), min: 0.01400281735283358, max: 1.8607925019993785\n", + " Ed: NumPy array of shape (2208,), min: 3.1900095715773853, max: 35.65624483971558\n", + " Ew: NumPy array of shape (2208,), min: 2.441618979863364, max: 33.4207532028848\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "HSRU1_202403\n", + " loc\n", + " STID : HSRU1\n", + " lat : 39.93389\n", + " lon : -110.86194\n", + " elev : 8530\n", + " pixel_x : 521.1147899814962\n", + " pixel_y : 448.7160858361771\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 262.039, max: 293.70599999999996\n", + " fm: NumPy array of shape (2207,), min: 5.2, max: 27.3\n", + " precip_accum: NumPy array of shape (2207,), min: 80.772, max: 158.75\n", + " rh: NumPy array of shape (2207,), min: 13.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 13.412\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 5.3505708086735835, max: 35.95960768897717\n", + " Ew: NumPy array of shape (2207,), min: 4.3413390206428275, max: 33.712800408370775\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.6135214499062, max: 293.6998883478938\n", + " rh: NumPy array of shape (2208,), min: 10.487693067493407, max: 99.95578628107614\n", + " wind: NumPy array of shape (2208,), min: 0.30833172207579046, max: 14.835492635971478\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1076.780959240264\n", + " soilm: NumPy array of shape (2208,), min: 0.05305846941531022, max: 0.303994097640953\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10325905169985321\n", + " groundflux: NumPy array of shape (2208,), min: -532.5780293561579, max: 581.8698286566058\n", + " Ed: NumPy array of shape (2208,), min: 5.445188849124454, max: 35.781014932353216\n", + " Ew: NumPy array of shape (2208,), min: 4.46046021610776, max: 33.53830913858624\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.340803071264, max: 293.5962108934215\n", + " rh: NumPy array of shape (2208,), min: 10.24447565537079, max: 98.94411965617988\n", + " wind: NumPy array of shape (2208,), min: 0.7674865573530592, max: 16.87812533697665\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015322983298778096\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.341032106127909\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1077.3822550949449\n", + " soilm: NumPy array of shape (2208,), min: 0.05305846941531022, max: 0.303994097640953\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10325905169985321\n", + " groundflux: NumPy array of shape (2208,), min: -199.1552713741475, max: 127.96531265214723\n", + " Ed: NumPy array of shape (2208,), min: 5.3805417803526705, max: 34.545547709991354\n", + " Ew: NumPy array of shape (2208,), min: 4.4278205758193465, max: 32.391633092958834\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.677132450725, max: 293.5194229336298\n", + " rh: NumPy array of shape (2208,), min: 10.138429891716962, max: 99.11033582521092\n", + " wind: NumPy array of shape (2208,), min: 0.8363653929922278, max: 16.183791791949098\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012147379943770714\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.236880377784676\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71777.94657562567\n", + " soilm: NumPy array of shape (2208,), min: 0.05305846941531022, max: 0.31563646152854624\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10325905169985321\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4432584002083824\n", + " Ed: NumPy array of shape (2208,), min: 5.1251546342666865, max: 34.67675839758815\n", + " Ew: NumPy array of shape (2208,), min: 4.142134154970881, max: 32.508900920022356\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.5399173509815, max: 293.67396593020266\n", + " rh: NumPy array of shape (2208,), min: 10.853168378954496, max: 99.99022299870397\n", + " wind: NumPy array of shape (2208,), min: 1.0293556944571387, max: 17.20079020096794\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023219039970061835\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.410379283018634\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72651.48247122274\n", + " soilm: NumPy array of shape (2208,), min: 0.05305846941531022, max: 0.2764761264690749\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.11147899981078527\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4212837434233032\n", + " Ed: NumPy array of shape (2208,), min: 4.990186831477704, max: 35.78885651143045\n", + " Ew: NumPy array of shape (2208,), min: 4.021884912813419, max: 33.542957844950436\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.70643215837174, max: 293.7824539394892\n", + " rh: NumPy array of shape (2208,), min: 10.828211764662377, max: 99.93561512047448\n", + " wind: NumPy array of shape (2208,), min: 0.6323967984321212, max: 16.443587303909823\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00182178553020943\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.255441639239995\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72340.42738969962\n", + " soilm: NumPy array of shape (2208,), min: 0.05305846941531022, max: 0.2726955554962258\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.11147899981078527\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4474011579602353\n", + " Ed: NumPy array of shape (2208,), min: 4.718724276140559, max: 35.92859993390752\n", + " Ew: NumPy array of shape (2208,), min: 3.7767075390964284, max: 33.718296550316914\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.75557731595774, max: 293.69574403813084\n", + " rh: NumPy array of shape (2208,), min: 10.249821200933681, max: 99.97208153188201\n", + " wind: NumPy array of shape (2208,), min: 0.6730367964250362, max: 16.210655568049404\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001970908679012198\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.491032484522018\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72199.30189928702\n", + " soilm: NumPy array of shape (2208,), min: 0.05305846941531022, max: 0.26754229275949915\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.11147899981078527\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4348879332716762\n", + " Ed: NumPy array of shape (2208,), min: 4.690353412356262, max: 35.767662128979545\n", + " Ew: NumPy array of shape (2208,), min: 3.7528532772857393, max: 33.5234469344267\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "YLSU1_202403\n", + " loc\n", + " STID : YLSU1\n", + " lat : 40.54364\n", + " lon : -110.33019\n", + " elev : 7753\n", + " pixel_x : 539.2219696221705\n", + " pixel_y : 428.4675102014625\n", + " RAWS\n", + " temp: NumPy array of shape (2203,), min: nan, max: nan\n", + " fm: NumPy array of shape (2203,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2203,), min: 96.774, max: 163.322\n", + " rh: NumPy array of shape (2203,), min: nan, max: nan\n", + " solar: NumPy array of shape (2203,), min: nan, max: nan\n", + " wind: NumPy array of shape (2203,), min: 0.0, max: 12.516\n", + " time_raws: NumPy array of shape (2203,), type object\n", + " hours : 2203\n", + " rain: NumPy array of shape (2203,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2203,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2203,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.05259202246435, max: 293.8389390397671\n", + " rh: NumPy array of shape (2208,), min: 6.44056261844164, max: 99.98962285206717\n", + " wind: NumPy array of shape (2208,), min: 0.31084245709071084, max: 15.216053632054235\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1077.3485146301002\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.19292175142198908\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -268.9929934965756, max: 270.2424633364419\n", + " Ed: NumPy array of shape (2208,), min: 4.12422290995301, max: 35.882292657038505\n", + " Ew: NumPy array of shape (2208,), min: 3.3637602768435855, max: 33.658066631297636\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.1966691954722, max: 293.64401695826837\n", + " rh: NumPy array of shape (2208,), min: 8.551992765596497, max: 99.66856730516677\n", + " wind: NumPy array of shape (2208,), min: 1.0115436314092798, max: 16.275078857507506\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011816024500767163\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.0085860566282627\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1079.156191013124\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.19336569001965953\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -182.5388902783058, max: 118.87491027294953\n", + " Ed: NumPy array of shape (2208,), min: 4.996820751590012, max: 35.354960996524674\n", + " Ew: NumPy array of shape (2208,), min: 4.139487830609007, max: 33.13843748723457\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.1113653955628, max: 293.7679736233159\n", + " rh: NumPy array of shape (2208,), min: 7.631318152030639, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8271072905673486, max: 16.39226011890577\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017035332995711768\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.9023501964927885\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70988.71251643142\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.22215522980101698\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.07780303894230653\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4855088239348477\n", + " Ed: NumPy array of shape (2208,), min: 4.641197929225307, max: 35.754572123913825\n", + " Ew: NumPy array of shape (2208,), min: 3.823508835586231, max: 33.507764843307434\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.65107328007025, max: 293.62980161458336\n", + " rh: NumPy array of shape (2208,), min: 7.872747549094117, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8800019545332856, max: 16.911679469164937\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011670089175915865\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.9895943884912555\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68300.84993008632\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.20554271043602562\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1414293260221089\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.492080547233417\n", + " Ed: NumPy array of shape (2208,), min: 4.695086511885545, max: 35.42729032008568\n", + " Ew: NumPy array of shape (2208,), min: 3.858500157203912, max: 33.18580481525257\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.2843980259556, max: 294.0227851585197\n", + " rh: NumPy array of shape (2208,), min: 8.093422247551473, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8649101275655958, max: 16.628652288943435\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020508963484786595\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.999275619043514\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70744.4646881105\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.21424445510972628\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1414293260221089\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.568170232561417\n", + " Ed: NumPy array of shape (2208,), min: 4.811433265835542, max: 35.63489906867402\n", + " Ew: NumPy array of shape (2208,), min: 3.8923404189276685, max: 33.38809178806762\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.6971926707689, max: 293.7199185865272\n", + " rh: NumPy array of shape (2208,), min: 7.9792454072372445, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.869606894358458, max: 16.57629731760472\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001598477697455291\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.664739151354674\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71097.43953791536\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.23490126639521974\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1414293260221089\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4901573128977983\n", + " Ed: NumPy array of shape (2208,), min: 4.7676597335856465, max: 35.63828850778803\n", + " Ew: NumPy array of shape (2208,), min: 3.9345627872706412, max: 33.4285249623338\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "BRLW4_202403\n", + " loc\n", + " STID : BRLW4\n", + " lat : 44.59722\n", + " lon : -104.42806\n", + " elev : 5280\n", + " pixel_x : 715.9198223028123\n", + " pixel_y : 296.0400575321107\n", + " RAWS\n", + " temp: NumPy array of shape (2162,), min: nan, max: nan\n", + " fm: NumPy array of shape (2162,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2162,), min: 14.986, max: 222.25\n", + " rh: NumPy array of shape (2162,), min: nan, max: nan\n", + " solar: NumPy array of shape (2162,), min: nan, max: nan\n", + " wind: NumPy array of shape (2162,), min: 0.0, max: 8.046\n", + " time_raws: NumPy array of shape (2162,), type object\n", + " hours : 2162\n", + " rain: NumPy array of shape (2162,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2162,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2162,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 256.09415772855976, max: 299.3572675670352\n", + " rh: NumPy array of shape (2208,), min: 11.484594327936106, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.1964243262052331, max: 12.770215384731792\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1000.8428563263044\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3444235720207029\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -398.6899226914235, max: 674.4246890409576\n", + " Ed: NumPy array of shape (2208,), min: 5.638038220664356, max: 36.3609415486581\n", + " Ew: NumPy array of shape (2208,), min: 4.525505704637022, max: 34.11416413025293\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.27848853786384, max: 299.6082794496356\n", + " rh: NumPy array of shape (2208,), min: 11.38059532463186, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6378329289480363, max: 14.671726531320358\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020482087303952223\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.9371269166186975\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1002.8797021377355\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3464267843612932\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -322.67681107988835, max: 296.85712652608714\n", + " Ed: NumPy array of shape (2208,), min: 5.976499832854818, max: 36.073690650170896\n", + " Ew: NumPy array of shape (2208,), min: 4.994847540779309, max: 33.83794319935199\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 256.7147683275436, max: 299.0542343511549\n", + " rh: NumPy array of shape (2208,), min: 11.680273500001583, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5618259009404244, max: 13.374974662022039\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023445241115528075\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.235337670506942\n", + " solar: NumPy array of shape (2208,), min: 9900.0, max: 84296.32794545013\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3504235192541258\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010769033194711217, max: 1.8819343021170876\n", + " Ed: NumPy array of shape (2208,), min: 5.38071850142029, max: 36.23504472369562\n", + " Ew: NumPy array of shape (2208,), min: 4.313004516627187, max: 33.99549154880344\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.27514477440417, max: 299.7362286289297\n", + " rh: NumPy array of shape (2208,), min: 11.580273960603858, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6615734684793316, max: 13.406227475177806\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004903879271457643\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.057562884694992\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83947.14310210869\n", + " soilm: NumPy array of shape (2208,), min: 0.050003212472246455, max: 0.3518355471964999\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.8819788950362135\n", + " Ed: NumPy array of shape (2208,), min: 5.215065983486002, max: 35.993895690740516\n", + " Ew: NumPy array of shape (2208,), min: 4.212841678281281, max: 33.750970192829854\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.6312021314418, max: 299.9038719350317\n", + " rh: NumPy array of shape (2208,), min: 11.680273500001583, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3509719683668886, max: 13.905738489024504\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023344338815164704\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 27.466309645605456\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84288.63134779932\n", + " soilm: NumPy array of shape (2208,), min: 0.050585118602033144, max: 0.34083100073865547\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.9378175554106485\n", + " Ed: NumPy array of shape (2208,), min: 4.904654632099225, max: 35.95656168731004\n", + " Ew: NumPy array of shape (2208,), min: 3.931904100189816, max: 33.709754406703645\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.35012321398034, max: 299.8961674604891\n", + " rh: NumPy array of shape (2208,), min: 10.772577251397385, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5751625023107945, max: 13.229134186287197\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00288698225400966\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 34.17501055233536\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83525.36305061464\n", + " soilm: NumPy array of shape (2208,), min: 0.05100000277161598, max: 0.33954526312411665\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.8715374899139008\n", + " Ed: NumPy array of shape (2208,), min: 4.592963651483875, max: 35.94420950823027\n", + " Ew: NumPy array of shape (2208,), min: 3.6527440104123743, max: 33.69743208982511\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "GTGW4_202403\n", + " loc\n", + " STID : GTGW4\n", + " lat : 43.71481\n", + " lon : -110.71344\n", + " elev : 6730\n", + " pixel_x : 545.3816146472304\n", + " pixel_y : 310.35631054862654\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 250.37199999999999, max: 297.039\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 0.0, max: 449.072\n", + " rh: NumPy array of shape (2206,), min: 14.0, max: 99.0\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 11.174\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 6.140955253194606, max: 34.8702517679713\n", + " Ew: NumPy array of shape (2206,), min: 5.011717729781334, max: 32.71167710462284\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 250.26675177342565, max: 293.9634349779612\n", + " rh: NumPy array of shape (2208,), min: 18.742408365418754, max: 99.97280575009394\n", + " wind: NumPy array of shape (2208,), min: 0.22665309850212256, max: 12.769465574658874\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1031.779662775692\n", + " soilm: NumPy array of shape (2208,), min: 0.06061418786424981, max: 0.36453955162804497\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4754358691729528\n", + " groundflux: NumPy array of shape (2208,), min: -491.4198321533096, max: 519.9024064230813\n", + " Ed: NumPy array of shape (2208,), min: 7.667402889579711, max: 35.517834571814554\n", + " Ew: NumPy array of shape (2208,), min: 6.461345194912456, max: 33.27355223386142\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 250.4571484688288, max: 293.8466217259651\n", + " rh: NumPy array of shape (2208,), min: 19.618695099705512, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7106027648849601, max: 13.314005864892863\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012869586843257716\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.871767826881671\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1038.9750105877922\n", + " soilm: NumPy array of shape (2208,), min: 0.06017351334340176, max: 0.36468396662232483\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4754358691729528\n", + " groundflux: NumPy array of shape (2208,), min: -464.8174779592401, max: 186.8940100568027\n", + " Ed: NumPy array of shape (2208,), min: 8.129470941257383, max: 35.48411533684655\n", + " Ew: NumPy array of shape (2208,), min: 6.895260967815669, max: 33.23730805624015\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 251.05991702562363, max: 293.87516795061504\n", + " rh: NumPy array of shape (2208,), min: 18.9523575602325, max: 99.8407801412421\n", + " wind: NumPy array of shape (2208,), min: 0.5204194613636336, max: 13.820981553267456\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013601951585137707\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.882263227634132\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80244.95450659885\n", + " soilm: NumPy array of shape (2208,), min: 0.05981720340005149, max: 0.36473557943452406\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4754358691729528\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.280053653207151\n", + " Ed: NumPy array of shape (2208,), min: 8.60842736080389, max: 35.50611108708098\n", + " Ew: NumPy array of shape (2208,), min: 7.349665329459536, max: 33.273984535449834\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 251.55034695239695, max: 293.9482505944102\n", + " rh: NumPy array of shape (2208,), min: 22.86340161386512, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3521929227193972, max: 13.909218502980725\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014863249875265395\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.99449182617496\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80298.35665187688\n", + " soilm: NumPy array of shape (2208,), min: 0.060037540250065455, max: 0.36473557943452406\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4754358691729528\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2468511787683552\n", + " Ed: NumPy array of shape (2208,), min: 8.233616566584034, max: 35.60374625360296\n", + " Ew: NumPy array of shape (2208,), min: 6.992119387795639, max: 33.35693897299656\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 251.5068090286146, max: 294.34076714983115\n", + " rh: NumPy array of shape (2208,), min: 22.549056265954935, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6957109090216569, max: 13.445719659248269\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016219979343817194\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.367875130611386\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80320.39037430767\n", + " soilm: NumPy array of shape (2208,), min: 0.060037540250065455, max: 0.3651171964892992\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4754358691729528\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1733867718615687\n", + " Ed: NumPy array of shape (2208,), min: 7.725627301138742, max: 35.58171667683773\n", + " Ew: NumPy array of shape (2208,), min: 6.511602087078596, max: 33.33490939623133\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 251.49175951126833, max: 294.44009568477105\n", + " rh: NumPy array of shape (2208,), min: 22.044882571657915, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4505051633137801, max: 12.809628170972596\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013025303863960823\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.901143165204601\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80284.75931944503\n", + " soilm: NumPy array of shape (2208,), min: 0.060037540250065455, max: 0.3653375308768528\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4754358691729528\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1469498732772938\n", + " Ed: NumPy array of shape (2208,), min: 7.596403693728626, max: 35.668821399925086\n", + " Ew: NumPy array of shape (2208,), min: 6.390739803842486, max: 33.42201411931869\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "SAWW4_202403\n", + " loc\n", + " STID : SAWW4\n", + " lat : 41.07417\n", + " lon : -106.13111\n", + " elev : 9078\n", + " pixel_x : 658.6031389885275\n", + " pixel_y : 422.6389213626447\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 248.14999999999998, max: 292.594\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 16.256, max: 81.534\n", + " rh: NumPy array of shape (2207,), min: 11.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 13.859\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 5.353424624706571, max: 35.65955072861306\n", + " Ew: NumPy array of shape (2207,), min: 4.405661767241237, max: 33.412743448006665\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.33094190074416, max: 292.896491064825\n", + " rh: NumPy array of shape (2208,), min: 15.447591151212393, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4567551801084768, max: 17.54764758154719\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1075.713403933516\n", + " soilm: NumPy array of shape (2208,), min: 0.04128659724594892, max: 0.29835322953065047\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -287.1850233265801, max: 723.0229100912122\n", + " Ed: NumPy array of shape (2208,), min: 6.374037355945441, max: 36.885016002305115\n", + " Ew: NumPy array of shape (2208,), min: 5.294913469976283, max: 34.64023132725433\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.4541445652195, max: 293.0496637899523\n", + " rh: NumPy array of shape (2208,), min: 12.930558181818574, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0694087898250608, max: 19.72934990292131\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014898150761892247\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.1020357379976415\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1077.8451993396998\n", + " soilm: NumPy array of shape (2208,), min: 0.04128659724594892, max: 0.29782457991923605\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -277.1850233265801, max: 219.24444113320664\n", + " Ed: NumPy array of shape (2208,), min: 5.684788602500458, max: 36.026801295190104\n", + " Ew: NumPy array of shape (2208,), min: 4.667225702909446, max: 33.800959341665354\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 256.9447924768678, max: 293.7164267880499\n", + " rh: NumPy array of shape (2208,), min: 10.863945863695939, max: 99.98567041533126\n", + " wind: NumPy array of shape (2208,), min: 0.827656246017443, max: 18.100767963893006\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018432811340135346\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.881047100201503\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 71946.85942964802\n", + " soilm: NumPy array of shape (2208,), min: 0.041143299456131974, max: 0.2957857014382524\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.511412033234711\n", + " Ed: NumPy array of shape (2208,), min: 5.480625175509777, max: 35.75917147772227\n", + " Ew: NumPy array of shape (2208,), min: 4.479796077122871, max: 33.51369558013733\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.8866357855278, max: 292.7728847751317\n", + " rh: NumPy array of shape (2208,), min: 8.736872945444345, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8191752541867103, max: 17.804957637102262\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001956735572086496\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.823567540922644\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 71454.41828235202\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.29183993187191226\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01253562950211264, max: 2.464334675716122\n", + " Ed: NumPy array of shape (2208,), min: 4.5325490650821845, max: 35.85788955274718\n", + " Ew: NumPy array of shape (2208,), min: 3.6267908775888844, max: 33.611082272140784\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.1891252447415, max: 292.87548222526044\n", + " rh: NumPy array of shape (2208,), min: 7.957191878642416, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9307038914148942, max: 17.551011784729706\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014202085067647188\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.942716348672981\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 71577.42031741078\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.28460575099353913\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.4514395491226764\n", + " Ed: NumPy array of shape (2208,), min: 4.610034143450676, max: 35.896044858225146\n", + " Ew: NumPy array of shape (2208,), min: 3.7778978977721276, max: 33.64923757761875\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.8424085633174, max: 292.3305194669935\n", + " rh: NumPy array of shape (2208,), min: 7.0659177385555445, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7967465297649837, max: 17.30361961473682\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002098900240242494\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.866597341282517\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 71953.3017270008\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.28187418618774285\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.4221844027312986\n", + " Ed: NumPy array of shape (2208,), min: 4.2443359331693244, max: 35.97558878250638\n", + " Ew: NumPy array of shape (2208,), min: 3.4528980733034467, max: 33.75204520631752\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "SPKW4_202403\n", + " loc\n", + " STID : SPKW4\n", + " lat : 44.30793\n", + " lon : -106.98246\n", + " elev : 8101\n", + " pixel_x : 647.2677475543742\n", + " pixel_y : 300.7282127500589\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 255.37199999999999, max: 290.928\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 19.558, max: 119.634\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 19.667\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 256.02647696923987, max: 291.8901108028522\n", + " rh: NumPy array of shape (2208,), min: 12.478880973874176, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.3036111781322423, max: 23.79526922643929\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1046.0934482369132\n", + " soilm: NumPy array of shape (2208,), min: 0.044488320149822055, max: 0.2445548308982601\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22654880862798984\n", + " groundflux: NumPy array of shape (2208,), min: -355.78659323307875, max: 559.431602482241\n", + " Ed: NumPy array of shape (2208,), min: 5.898925401230998, max: 35.80275368234787\n", + " Ew: NumPy array of shape (2208,), min: 4.9048115243159, max: 33.56349511210682\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 255.99475332230898, max: 292.1254415601535\n", + " rh: NumPy array of shape (2208,), min: 13.424842349590522, max: 98.90923242494927\n", + " wind: NumPy array of shape (2208,), min: 1.0168499732910543, max: 24.752037679736965\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0010332863044043787\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 1.9593950551961932\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1047.7488906154904\n", + " soilm: NumPy array of shape (2208,), min: 0.044488320149822055, max: 0.24647801885769813\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22654880862798984\n", + " groundflux: NumPy array of shape (2208,), min: -241.2712241911413, max: 184.94506254781604\n", + " Ed: NumPy array of shape (2208,), min: 6.618669215254542, max: 34.7031858981984\n", + " Ew: NumPy array of shape (2208,), min: 5.574858883771615, max: 32.552166657629634\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 256.1776821424419, max: 292.1930439182912\n", + " rh: NumPy array of shape (2208,), min: 12.891237262524811, max: 99.87259670969496\n", + " wind: NumPy array of shape (2208,), min: 0.9227159014307063, max: 19.357757278606233\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0009184637680471395\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.360686945451727\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73009.61635983229\n", + " soilm: NumPy array of shape (2208,), min: 0.044488320149822055, max: 0.23141558669636467\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2464504982532679\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.253739374994466\n", + " Ed: NumPy array of shape (2208,), min: 6.7106856775304315, max: 35.612602440822705\n", + " Ew: NumPy array of shape (2208,), min: 5.658356409748995, max: 33.377561984195175\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.14391231123494, max: 292.16510832880977\n", + " rh: NumPy array of shape (2208,), min: 11.368872534188867, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.6949059975358676, max: 19.27473347629067\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015544958753426338\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.8093917208583905\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73530.63656739905\n", + " soilm: NumPy array of shape (2208,), min: 0.044488320149822055, max: 0.2507265541759632\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3464504942876782\n", + " groundflux: NumPy array of shape (2208,), min: 0.01194977156182547, max: 2.3344441272007277\n", + " Ed: NumPy array of shape (2208,), min: 6.007693804354635, max: 36.046662831896136\n", + " Ew: NumPy array of shape (2208,), min: 5.012047810194818, max: 33.799855551289745\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.4293660447359, max: 292.08976332481615\n", + " rh: NumPy array of shape (2208,), min: 11.73505441628513, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.8876230947102214, max: 19.114909854945694\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002175609547851781\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.780002486008764\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74341.86300772254\n", + " soilm: NumPy array of shape (2208,), min: 0.04448427971972186, max: 0.2724219176430238\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4732252461584816\n", + " groundflux: NumPy array of shape (2208,), min: 0.010727703475035275, max: 2.225077524471041\n", + " Ed: NumPy array of shape (2208,), min: 6.571738220216711, max: 35.79932246634594\n", + " Ew: NumPy array of shape (2208,), min: 5.516524162693508, max: 33.55822736989366\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 255.6445133537949, max: 292.41984895192104\n", + " rh: NumPy array of shape (2208,), min: 11.678799118591655, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.9177423784065732, max: 20.000245904072745\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020665780352093982\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.242627887966716\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73970.98240738534\n", + " soilm: NumPy array of shape (2208,), min: 0.04428930286804354, max: 0.28701660175627264\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4732252461584816\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.425454522810871\n", + " Ed: NumPy array of shape (2208,), min: 6.317113905531761, max: 35.90749969813203\n", + " Ew: NumPy array of shape (2208,), min: 5.302977478557268, max: 33.66971056664534\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "ESPC2_202403\n", + " loc\n", + " STID : ESPC2\n", + " lat : 40.36636\n", + " lon : -105.56278\n", + " elev : 7892\n", + " pixel_x : 672.1376277575109\n", + " pixel_y : 450.2339374670675\n", + " RAWS\n", + " temp: NumPy array of shape (2195,), min: 257.039, max: 295.928\n", + " fm: NumPy array of shape (2195,), min: 5.0, max: 26.8\n", + " precip_accum: NumPy array of shape (2195,), min: 10.668, max: 131.064\n", + " rh: NumPy array of shape (2195,), min: 10.0, max: 100.0\n", + " solar: NumPy array of shape (2195,), min: 0.0, max: 1130.0\n", + " wind: NumPy array of shape (2195,), min: 0.0, max: 8.941\n", + " time_raws: NumPy array of shape (2195,), type object\n", + " hours : 2195\n", + " rain: NumPy array of shape (2195,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2195,), min: 4.822350788611567, max: 35.85952870279694\n", + " Ew: NumPy array of shape (2195,), min: 3.909216783588627, max: 33.612721422190546\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.8784920851192, max: 294.0705899434765\n", + " rh: NumPy array of shape (2208,), min: 13.751733829493764, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.2686493607834521, max: 19.694467548694206\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1074.591549920584\n", + " soilm: NumPy array of shape (2208,), min: 0.05013805161573485, max: 0.32374085363299016\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -535.3825672630119, max: 657.7151444329199\n", + " Ed: NumPy array of shape (2208,), min: 5.783717291339701, max: 36.379012276103865\n", + " Ew: NumPy array of shape (2208,), min: 4.733010212902027, max: 34.153137465967596\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.70505494184175, max: 295.2258344547699\n", + " rh: NumPy array of shape (2208,), min: 9.936232022333247, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9204287409631393, max: 22.017169572930197\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00216925479206963\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.789649113850217\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1076.486118452063\n", + " soilm: NumPy array of shape (2208,), min: 0.05013805161573485, max: 0.32374085363299016\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -515.4737848526524, max: 345.22413542956934\n", + " Ed: NumPy array of shape (2208,), min: 4.466672803505148, max: 35.760940657202134\n", + " Ew: NumPy array of shape (2208,), min: 3.5558478280428814, max: 33.543640448633234\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.9154970702403, max: 295.33764459703536\n", + " rh: NumPy array of shape (2208,), min: 8.690371569309772, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6969313636266095, max: 19.777218338778102\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016302602413865673\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.941259333126123\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74205.88665398903\n", + " soilm: NumPy array of shape (2208,), min: 0.05033979320265225, max: 0.32293389329767613\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 2.130548575650656\n", + " Ed: NumPy array of shape (2208,), min: 4.328079768688849, max: 35.45287398340203\n", + " Ew: NumPy array of shape (2208,), min: 3.465088865443242, max: 33.22353670586175\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.87841209752725, max: 295.7164599477577\n", + " rh: NumPy array of shape (2208,), min: 11.247093400284681, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.552566016031688, max: 19.642436143208563\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022017412591685483\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.377209584947549\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75262.76030382655\n", + " soilm: NumPy array of shape (2208,), min: 0.05113805066854692, max: 0.3236676172137552\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 2.3115143023289417\n", + " Ed: NumPy array of shape (2208,), min: 4.891776672984829, max: 35.895780243516455\n", + " Ew: NumPy array of shape (2208,), min: 3.9358880419813973, max: 33.67119735775073\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.33209613414596, max: 296.6584007348421\n", + " rh: NumPy array of shape (2208,), min: 9.907217448724577, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5330503930413669, max: 21.23830924440134\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001534849076137989\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.34900175287392\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74867.99674273137\n", + " soilm: NumPy array of shape (2208,), min: 0.051275678704968464, max: 0.3238371649728504\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.005663380358832719, max: 2.4801381345742914\n", + " Ed: NumPy array of shape (2208,), min: 4.091101387183341, max: 36.31602282611658\n", + " Ew: NumPy array of shape (2208,), min: 3.1813312405393406, max: 34.06921554551019\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.17330855313213, max: 296.74391490732995\n", + " rh: NumPy array of shape (2208,), min: 9.501880312734643, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5344342731780314, max: 21.163310091427643\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024417571233344673\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.72427416098149\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74163.71406658077\n", + " soilm: NumPy array of shape (2208,), min: 0.051498981035175, max: 0.3197614483998123\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 2.1451926154794876\n", + " Ed: NumPy array of shape (2208,), min: 4.19616102493583, max: 36.185031908420406\n", + " Ew: NumPy array of shape (2208,), min: 3.27176536815006, max: 33.938224627814016\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "MRFC2_202403\n", + " loc\n", + " STID : MRFC2\n", + " lat : 37.29722\n", + " lon : -108.41278\n", + " elev : 7820\n", + " pixel_x : 578.5783179787055\n", + " pixel_y : 554.9259189780068\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: nan, max: nan\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 87.376, max: 142.748\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 9.836\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 269.1752759338436, max: 299.40177525116695\n", + " rh: NumPy array of shape (2208,), min: 7.3585611836964375, max: 99.14403400945017\n", + " wind: NumPy array of shape (2208,), min: 0.31179724427671063, max: 13.933681620833676\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1085.0031692273765\n", + " soilm: NumPy array of shape (2208,), min: 0.056376894419265126, max: 0.21911520150159475\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -264.4927860923554, max: 211.16923408892671\n", + " Ed: NumPy array of shape (2208,), min: 3.0734104866602934, max: 35.082152895974836\n", + " Ew: NumPy array of shape (2208,), min: 2.2681902548561226, max: 32.91143858285106\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 269.56888813448455, max: 299.78575415826185\n", + " rh: NumPy array of shape (2208,), min: 6.560568998008797, max: 98.433521102436\n", + " wind: NumPy array of shape (2208,), min: 0.763886641816546, max: 14.032096779633552\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0008069100764555319\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.9166615717909166\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1086.0460116142763\n", + " soilm: NumPy array of shape (2208,), min: 0.055450975019344796, max: 0.21965067817857306\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -193.47600999301335, max: 148.31720901787577\n", + " Ed: NumPy array of shape (2208,), min: 2.832071701024675, max: 33.89793377386316\n", + " Ew: NumPy array of shape (2208,), min: 2.0654946090139905, max: 31.785342499734007\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 269.66972673876944, max: 299.65313656285406\n", + " rh: NumPy array of shape (2208,), min: 6.758200058047542, max: 98.95431279372107\n", + " wind: NumPy array of shape (2208,), min: 0.5889243420150642, max: 15.173972509098\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014211042463407246\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.5027713406159853\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68938.5925126325\n", + " soilm: NumPy array of shape (2208,), min: 0.055450975019344796, max: 0.2352363571807714\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.1818609822581565\n", + " Ed: NumPy array of shape (2208,), min: 2.9459468234618993, max: 34.43006923107388\n", + " Ew: NumPy array of shape (2208,), min: 2.1694803961475455, max: 32.27530663445573\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 269.92946700102306, max: 299.70770820156616\n", + " rh: NumPy array of shape (2208,), min: 7.230298717640755, max: 97.5077287448847\n", + " wind: NumPy array of shape (2208,), min: 0.6225768703423046, max: 14.402239007083423\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001962778306639522\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.687972163070505\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71782.21121202553\n", + " soilm: NumPy array of shape (2208,), min: 0.055450975019344796, max: 0.27461915689544736\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.186818607963068\n", + " Ed: NumPy array of shape (2208,), min: 3.0818522226475213, max: 33.14172280796821\n", + " Ew: NumPy array of shape (2208,), min: 2.2670275350566165, max: 31.098559170262494\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 269.85775247504364, max: 299.5877169858083\n", + " rh: NumPy array of shape (2208,), min: 7.334999364020517, max: 97.40485740744592\n", + " wind: NumPy array of shape (2208,), min: 0.6018437111762605, max: 16.802865946257107\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012504236716349626\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.728289059432877\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74134.61731888111\n", + " soilm: NumPy array of shape (2208,), min: 0.055450975019344796, max: 0.2879301632747373\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.003123863555912552\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.217358662673862\n", + " Ed: NumPy array of shape (2208,), min: 3.105974347368585, max: 32.509157562971765\n", + " Ew: NumPy array of shape (2208,), min: 2.3018479839970563, max: 30.473293268494327\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 269.80207377308295, max: 299.3812120849139\n", + " rh: NumPy array of shape (2208,), min: 6.698404828873445, max: 98.18595027992824\n", + " wind: NumPy array of shape (2208,), min: 0.6382387459948131, max: 14.530023433761837\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020085644819858623\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.801281718867757\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69403.64441834282\n", + " soilm: NumPy array of shape (2208,), min: 0.055450975019344796, max: 0.27866460319203074\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.003123863555912552\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.2203753414270921\n", + " Ed: NumPy array of shape (2208,), min: 2.927462682514103, max: 33.42961828679858\n", + " Ew: NumPy array of shape (2208,), min: 2.153965160782542, max: 31.33626947215987\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "PKLC2_202403\n", + " loc\n", + " STID : PKLC2\n", + " lat : 39.84444\n", + " lon : -105.51722\n", + " elev : 9380\n", + " pixel_x : 671.7364174343212\n", + " pixel_y : 469.6262456842903\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 258.15, max: 293.15\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 27.178, max: 153.416\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 9.836\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.56488771551074, max: 291.7796541595783\n", + " rh: NumPy array of shape (2208,), min: 8.99573223143792, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.44689508293471647, max: 23.763254838971218\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1096.4606128086152\n", + " soilm: NumPy array of shape (2208,), min: 0.0766482251841348, max: 0.3449424618398397\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -594.0272030778062, max: 862.2258122129308\n", + " Ed: NumPy array of shape (2208,), min: 5.127390876197487, max: 36.37502026238305\n", + " Ew: NumPy array of shape (2208,), min: 4.252171061227488, max: 34.133316499516866\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.25844158978043, max: 292.72355442234607\n", + " rh: NumPy array of shape (2208,), min: 8.993042189531426, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0558580765870915, max: 24.922176260846978\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00166144034962368\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.812763759862058\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1092.9003540156027\n", + " soilm: NumPy array of shape (2208,), min: 0.0766482251841348, max: 0.3449424618398397\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -332.8593624712741, max: 315.4637354124965\n", + " Ed: NumPy array of shape (2208,), min: 5.203689235928461, max: 36.53523054301062\n", + " Ew: NumPy array of shape (2208,), min: 4.328575646098139, max: 34.28842326240422\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.6540608666165, max: 292.9639899981312\n", + " rh: NumPy array of shape (2208,), min: 10.018103978702893, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6470695980886951, max: 22.92864789862069\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020362096536756984\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.336724196732064\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72237.54506101029\n", + " soilm: NumPy array of shape (2208,), min: 0.0766482251841348, max: 0.3445711562909389\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010985150969145551, max: 2.4271595513547894\n", + " Ed: NumPy array of shape (2208,), min: 4.974570315262066, max: 36.40976378717974\n", + " Ew: NumPy array of shape (2208,), min: 4.060783075838402, max: 34.16295650657335\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.7478356582111, max: 293.29530692054266\n", + " rh: NumPy array of shape (2208,), min: 9.022615493413001, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.607381032517966, max: 23.41025569139685\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015109986073560352\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.87787990745063\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71729.91178828309\n", + " soilm: NumPy array of shape (2208,), min: 0.0766482251841348, max: 0.3439332431798548\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.948221763678272\n", + " Ed: NumPy array of shape (2208,), min: 4.622383716659413, max: 36.518415529319036\n", + " Ew: NumPy array of shape (2208,), min: 3.7461037698278536, max: 34.28178588231515\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.39449871319846, max: 291.96641129052404\n", + " rh: NumPy array of shape (2208,), min: 8.866665316401232, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7206794632773357, max: 23.176931892695187\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019683582222657465\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.68781824118885\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71772.83333241848\n", + " soilm: NumPy array of shape (2208,), min: 0.0766482251841348, max: 0.34301088483048636\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010985150969145551, max: 2.896288944499891\n", + " Ed: NumPy array of shape (2208,), min: 4.675612479231185, max: 36.23150018503734\n", + " Ew: NumPy array of shape (2208,), min: 3.805519134535047, max: 33.98469290443094\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.0412615488911, max: 293.0628106477962\n", + " rh: NumPy array of shape (2208,), min: 8.979808964193474, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7752955912993836, max: 24.806368186404654\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017965029810237203\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.90521852082336\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72530.21249697928\n", + " soilm: NumPy array of shape (2208,), min: 0.0766482251841348, max: 0.34301088483048636\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.9886113148637925\n", + " Ed: NumPy array of shape (2208,), min: 4.77837631652292, max: 36.40812482736134\n", + " Ew: NumPy array of shape (2208,), min: 3.8813377909653064, max: 34.16131754675495\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "BRAU1_202403\n", + " loc\n", + " STID : BRAU1\n", + " lat : 40.88444\n", + " lon : -110.82917\n", + " elev : 8536\n", + " pixel_x : 527.1243008416305\n", + " pixel_y : 413.9662045924344\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 252.039, max: 294.817\n", + " fm: NumPy array of shape (2207,), min: 5.8, max: 27.6\n", + " precip_accum: NumPy array of shape (2207,), min: 92.456, max: 240.538\n", + " rh: NumPy array of shape (2207,), min: 8.0, max: 97.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 1016.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 6.261\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.994884726002533, max: 32.97944904430328\n", + " Ew: NumPy array of shape (2207,), min: 4.160885588601005, max: 30.971543521139534\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 256.7175726267656, max: 290.87156324607133\n", + " rh: NumPy array of shape (2208,), min: 9.105041149320819, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.11933801114632861, max: 13.379039754820663\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1061.7941134810753\n", + " soilm: NumPy array of shape (2208,), min: 0.07204844142715665, max: 0.3429759262532177\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.21201000845669937\n", + " groundflux: NumPy array of shape (2208,), min: -751.4268315938797, max: 792.4477294853425\n", + " Ed: NumPy array of shape (2208,), min: 6.331186083366811, max: 36.534234198021295\n", + " Ew: NumPy array of shape (2208,), min: 5.267332244294986, max: 34.30565324840056\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.6521488249637, max: 290.2589675452558\n", + " rh: NumPy array of shape (2208,), min: 9.307465036528278, max: 99.94974583233771\n", + " wind: NumPy array of shape (2208,), min: 0.7024553144068297, max: 13.880314511601478\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013417010071517144\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.188760722319257\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1062.4254117537873\n", + " soilm: NumPy array of shape (2208,), min: 0.07204844142715665, max: 0.3429759262532177\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.21201000845669937\n", + " groundflux: NumPy array of shape (2208,), min: -733.9128484264905, max: 404.3168579349911\n", + " Ed: NumPy array of shape (2208,), min: 7.819806287932553, max: 35.80627264616883\n", + " Ew: NumPy array of shape (2208,), min: 6.67402534007969, max: 33.56412570887911\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 256.2799410824823, max: 290.45060540955376\n", + " rh: NumPy array of shape (2208,), min: 8.520506158792719, max: 99.97040539003805\n", + " wind: NumPy array of shape (2208,), min: 0.5744764957797635, max: 13.41496903848685\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029426804422231635\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.820643996342618\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70234.76254310764\n", + " soilm: NumPy array of shape (2208,), min: 0.07204844142715665, max: 0.3401974194970627\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.29957993212300565\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7634655069915894\n", + " Ed: NumPy array of shape (2208,), min: 7.402548825669068, max: 36.00965053395215\n", + " Ew: NumPy array of shape (2208,), min: 6.287625440864712, max: 33.79718982031201\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.33132560092633, max: 290.27534143263176\n", + " rh: NumPy array of shape (2208,), min: 8.609825456957624, max: 99.99453898234498\n", + " wind: NumPy array of shape (2208,), min: 0.6028652114232197, max: 15.372826430286633\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032106055455803206\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.628762324549536\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70887.32703658905\n", + " soilm: NumPy array of shape (2208,), min: 0.07289454769024403, max: 0.3407725247771044\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.29957993212300565\n", + " groundflux: NumPy array of shape (2208,), min: 0.010042007751580151, max: 1.8435266636330676\n", + " Ed: NumPy array of shape (2208,), min: 7.335924801841254, max: 35.884523485010774\n", + " Ew: NumPy array of shape (2208,), min: 6.22689772509423, max: 33.64289733212468\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.34745013566857, max: 290.2413340129246\n", + " rh: NumPy array of shape (2208,), min: 9.160245959447305, max: 99.92956333702196\n", + " wind: NumPy array of shape (2208,), min: 0.5595939849588971, max: 14.253635067337509\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019902813214050068\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.775721341319624\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71727.07512400535\n", + " soilm: NumPy array of shape (2208,), min: 0.07289454769024403, max: 0.3421298325980706\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.29957993212300565\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8770939697378641\n", + " Ed: NumPy array of shape (2208,), min: 7.5897620154948235, max: 35.7526938103776\n", + " Ew: NumPy array of shape (2208,), min: 6.431786429606054, max: 33.518779689894615\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 256.76595696396623, max: 290.2786262941835\n", + " rh: NumPy array of shape (2208,), min: 8.365325390516956, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.544652541947795, max: 14.321139038063793\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018846103786898552\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.623580498759647\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70190.28649758524\n", + " soilm: NumPy array of shape (2208,), min: 0.07289454769024403, max: 0.33997841153893904\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.312010015607766\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7223771386920013\n", + " Ed: NumPy array of shape (2208,), min: 7.221922532567012, max: 35.94190299450865\n", + " Ew: NumPy array of shape (2208,), min: 6.354933990427697, max: 33.70527665008703\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "NLPU1_202403\n", + " loc\n", + " STID : NLPU1\n", + " lat : 37.85475\n", + " lon : -109.83939\n", + " elev : 8640\n", + " pixel_x : 539.6018519671238\n", + " pixel_y : 529.14248654335\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 263.15, max: 296.48299999999995\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 247.904, max: 335.28\n", + " rh: NumPy array of shape (2208,), min: 8.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 5.813\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 3.852022785586398, max: 36.15958566316105\n", + " Ew: NumPy array of shape (2208,), min: 3.01802364818487, max: 33.912778382554656\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 264.58566289983764, max: 295.2817365148712\n", + " rh: NumPy array of shape (2208,), min: 6.016479181282492, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3585478039831369, max: 18.33175980500516\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1087.199217280296\n", + " soilm: NumPy array of shape (2208,), min: 0.058965547253882485, max: 0.2698227827830887\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19142442221206224\n", + " groundflux: NumPy array of shape (2208,), min: -295.62463968037457, max: 356.0213849483975\n", + " Ed: NumPy array of shape (2208,), min: 3.6130760411089895, max: 36.0172427986173\n", + " Ew: NumPy array of shape (2208,), min: 2.8207627420236787, max: 33.77043551801091\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 264.46102798270124, max: 295.38800806668735\n", + " rh: NumPy array of shape (2208,), min: 6.610741515788074, max: 99.76095054301703\n", + " wind: NumPy array of shape (2208,), min: 0.6256345482593736, max: 19.742819544502602\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002365220378634753\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.032225933132553\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1089.1134614738921\n", + " soilm: NumPy array of shape (2208,), min: 0.058965547253882485, max: 0.2698227827830887\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19142442221206224\n", + " groundflux: NumPy array of shape (2208,), min: -180.92376838084235, max: 180.77082882789466\n", + " Ed: NumPy array of shape (2208,), min: 3.4770985494401083, max: 35.77159269276571\n", + " Ew: NumPy array of shape (2208,), min: 2.6906509553330826, max: 33.546777334729924\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 264.37888825016125, max: 295.4029738607686\n", + " rh: NumPy array of shape (2208,), min: 6.554224066821935, max: 99.71527303018621\n", + " wind: NumPy array of shape (2208,), min: 0.8775616871415526, max: 19.028547698458084\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018676741397738558\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.788947298949811\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 72974.93982198571\n", + " soilm: NumPy array of shape (2208,), min: 0.058965547253882485, max: 0.26877309084092665\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2430340428983197\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6735546819041858\n", + " Ed: NumPy array of shape (2208,), min: 3.363158531378943, max: 35.79373999763712\n", + " Ew: NumPy array of shape (2208,), min: 2.5914832228904943, max: 33.57301284122227\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 264.5921169904179, max: 295.5770306920879\n", + " rh: NumPy array of shape (2208,), min: 5.9883945119665505, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6640459178044278, max: 18.58600503085377\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001653902831786578\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.754967603755\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 71982.79737957218\n", + " soilm: NumPy array of shape (2208,), min: 0.058965547253882485, max: 0.2680516242174686\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2771757755438354\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.642420096857546\n", + " Ed: NumPy array of shape (2208,), min: 3.2622050526717157, max: 36.06380618603352\n", + " Ew: NumPy array of shape (2208,), min: 2.5255683276548244, max: 33.81859218364951\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 264.51166411081743, max: 295.3453115158484\n", + " rh: NumPy array of shape (2208,), min: 6.128209222807937, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9548262280348787, max: 18.670745718977322\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020341702660416454\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.93666764541208\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 73046.39945463162\n", + " soilm: NumPy array of shape (2208,), min: 0.058965547253882485, max: 0.2717798980995689\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2771757755438354\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6658342474873513\n", + " Ed: NumPy array of shape (2208,), min: 3.3167986198710917, max: 36.04700190197357\n", + " Ew: NumPy array of shape (2208,), min: 2.5726572650905606, max: 33.80099162128285\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 264.40515553123845, max: 295.3964900517645\n", + " rh: NumPy array of shape (2208,), min: 6.170478017187424, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.907817789750049, max: 18.36855288651346\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00139999995008111\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.91567633547209\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 73086.83792219544\n", + " soilm: NumPy array of shape (2208,), min: 0.058965547253882485, max: 0.2792371680563489\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2771757755438354\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6678264183904277\n", + " Ed: NumPy array of shape (2208,), min: 3.2318581031350377, max: 36.0981912343087\n", + " Ew: NumPy array of shape (2208,), min: 2.485472683881369, max: 33.85138395370231\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS010_202403\n", + " loc\n", + " STID : TS010\n", + " lat : 44.72695\n", + " lon : -109.55637\n", + " elev : 6817\n", + " pixel_x : 581.1454374512873\n", + " pixel_y : 277.22961174287434\n", + " RAWS\n", + " temp: NumPy array of shape (522,), min: nan, max: nan\n", + " fm: NumPy array of shape (522,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (522,), min: 0.0, max: 9.652\n", + " rh: NumPy array of shape (522,), min: nan, max: nan\n", + " solar: NumPy array of shape (522,), min: nan, max: nan\n", + " wind: NumPy array of shape (522,), min: 0.0, max: 4.918\n", + " time_raws: NumPy array of shape (522,), type object\n", + " hours : 522\n", + " rain: NumPy array of shape (522,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (522,), min: nan, max: nan\n", + " Ew: NumPy array of shape (522,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.4036137961738, max: 294.3463555749886\n", + " rh: NumPy array of shape (2208,), min: 14.971453616883318, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.2890907453970653, max: 11.584272165733639\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1021.8110396779241\n", + " soilm: NumPy array of shape (2208,), min: 0.05252120459991537, max: 0.24793703677383916\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.11454374683556555\n", + " groundflux: NumPy array of shape (2208,), min: -312.6781559978929, max: 312.57172620133525\n", + " Ed: NumPy array of shape (2208,), min: 5.902150798652836, max: 36.49055202449639\n", + " Ew: NumPy array of shape (2208,), min: 4.83033147780363, max: 34.24374474389\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.50933700849794, max: 294.0255924929092\n", + " rh: NumPy array of shape (2208,), min: 11.134480651835059, max: 98.33007761788139\n", + " wind: NumPy array of shape (2208,), min: 0.6963861736220238, max: 12.574122614810506\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0008433408301796829\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 1.7513821640647\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1025.1695527338009\n", + " soilm: NumPy array of shape (2208,), min: 0.05252120459991537, max: 0.24939916709322757\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.11454374683556555\n", + " groundflux: NumPy array of shape (2208,), min: -200.36298017223174, max: 120.99506279245162\n", + " Ed: NumPy array of shape (2208,), min: 4.825375223322235, max: 33.81384680089153\n", + " Ew: NumPy array of shape (2208,), min: 3.8677346800439127, max: 31.709357424734204\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.7485295407491, max: 294.59693978860486\n", + " rh: NumPy array of shape (2208,), min: 8.185576794568028, max: 99.0544546097419\n", + " wind: NumPy array of shape (2208,), min: 0.5862554236049285, max: 14.765711360855622\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0008604660649445168\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.6276065413663336\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74432.16153655956\n", + " soilm: NumPy array of shape (2208,), min: 0.05252120459991537, max: 0.26755102421918747\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.11454374683556555\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8761696901892393\n", + " Ed: NumPy array of shape (2208,), min: 4.14893778365692, max: 35.25655633573256\n", + " Ew: NumPy array of shape (2208,), min: 3.263326171289215, max: 33.09341385795488\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.48413498984866, max: 295.0889072803891\n", + " rh: NumPy array of shape (2208,), min: 7.988363758537213, max: 99.80249952791173\n", + " wind: NumPy array of shape (2208,), min: 0.6097368147731341, max: 13.402403495828205\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001417883117247952\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.6697468991846405\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73045.67435013014\n", + " soilm: NumPy array of shape (2208,), min: 0.05252120459991537, max: 0.3204018340227981\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.11454374683556555\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8580560786268905\n", + " Ed: NumPy array of shape (2208,), min: 4.417615896931597, max: 35.60998073936922\n", + " Ew: NumPy array of shape (2208,), min: 3.4930626153783333, max: 33.426120653124116\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.4826801592355, max: 294.61535861748024\n", + " rh: NumPy array of shape (2208,), min: 7.837129604106685, max: 99.19236257781543\n", + " wind: NumPy array of shape (2208,), min: 0.5239420366057077, max: 13.181287288893692\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017581355175796001\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.292324177318493\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73477.95886430283\n", + " soilm: NumPy array of shape (2208,), min: 0.05252120459991537, max: 0.30116381172618556\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.11454374683556555\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8233657298316228\n", + " Ed: NumPy array of shape (2208,), min: 4.94902807572424, max: 35.51651029737288\n", + " Ew: NumPy array of shape (2208,), min: 4.069433875036442, max: 33.341735025876595\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.23552572672816, max: 294.18247571941185\n", + " rh: NumPy array of shape (2208,), min: 8.4889160669382, max: 99.75242520868485\n", + " wind: NumPy array of shape (2208,), min: 0.6330890927658519, max: 13.990108355213405\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012917486141682379\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.863175440706039\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74320.46466003972\n", + " soilm: NumPy array of shape (2208,), min: 0.05252120459991537, max: 0.31413160969530024\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.13750492171395348\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8266084305881936\n", + " Ed: NumPy array of shape (2208,), min: 4.641100212022643, max: 35.562747260180615\n", + " Ew: NumPy array of shape (2208,), min: 3.756876406595997, max: 33.338661442656985\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CUHC2_202403\n", + " loc\n", + " STID : CUHC2\n", + " lat : 37.09194\n", + " lon : -104.91944\n", + " elev : 8174\n", + " pixel_x : 680.4772405587819\n", + " pixel_y : 572.7550896450203\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 263.15, max: 297.594\n", + " fm: NumPy array of shape (2208,), min: 3.5, max: 25.8\n", + " precip_accum: NumPy array of shape (2208,), min: 29.21, max: 136.652\n", + " rh: NumPy array of shape (2208,), min: 5.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1056.0\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 12.964\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 3.2420947166563545, max: 36.2594846511647\n", + " Ew: NumPy array of shape (2208,), min: 2.4538215943306656, max: 34.01267737055831\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.42630635628444, max: 295.9914114820084\n", + " rh: NumPy array of shape (2208,), min: 5.662258701309311, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.29985627973350515, max: 21.58990726656957\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1092.5486028310077\n", + " soilm: NumPy array of shape (2208,), min: 0.06626312652343189, max: 0.32336180416332694\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3859896104752122\n", + " groundflux: NumPy array of shape (2208,), min: -274.9533687581056, max: 527.4799430355105\n", + " Ed: NumPy array of shape (2208,), min: 3.3091726242290966, max: 36.04050617973637\n", + " Ew: NumPy array of shape (2208,), min: 2.541946401640552, max: 33.80252911049884\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 263.15344650807924, max: 296.3579540295321\n", + " rh: NumPy array of shape (2208,), min: 5.978220801218671, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9834087663986186, max: 22.61268622453714\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001536035934186446\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.0020204702485165\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1098.2008235780652\n", + " soilm: NumPy array of shape (2208,), min: 0.06626312652343189, max: 0.3262337677898469\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3859896104752122\n", + " groundflux: NumPy array of shape (2208,), min: -199.04422306183875, max: 253.10104730062602\n", + " Ed: NumPy array of shape (2208,), min: 3.410758486759771, max: 35.796103510733\n", + " Ew: NumPy array of shape (2208,), min: 2.636659357879589, max: 33.5492962301266\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.8877535677567, max: 296.51900830423546\n", + " rh: NumPy array of shape (2208,), min: 5.504890879842351, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7771251252235583, max: 22.68044697646656\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003534828390208478\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.815732546931823\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75134.51586542778\n", + " soilm: NumPy array of shape (2208,), min: 0.06626312652343189, max: 0.35938967702662805\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3976777269864071\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9126123372732002\n", + " Ed: NumPy array of shape (2208,), min: 3.261804728863905, max: 35.89541698322158\n", + " Ew: NumPy array of shape (2208,), min: 2.504379267659164, max: 33.64860970261519\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 262.5367791827931, max: 296.68907125791037\n", + " rh: NumPy array of shape (2208,), min: 5.364159730890821, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7721181415568643, max: 22.985553339659145\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0025342115507435477\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.848742422236668\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74505.71723338004\n", + " soilm: NumPy array of shape (2208,), min: 0.06626312652343189, max: 0.3186658274277623\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4371507487236736\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.83411049178827\n", + " Ed: NumPy array of shape (2208,), min: 3.1152948163157417, max: 35.789361586932216\n", + " Ew: NumPy array of shape (2208,), min: 2.387492853075233, max: 33.551384517694686\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.9324318075946, max: 296.7675113914703\n", + " rh: NumPy array of shape (2208,), min: 5.280399642647643, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7116292484421796, max: 22.59928388591272\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0025107164451067658\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.66784548185114\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73387.29816110991\n", + " soilm: NumPy array of shape (2208,), min: 0.06626312652343189, max: 0.35092661549092585\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4371507487236736\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8424864834293124\n", + " Ed: NumPy array of shape (2208,), min: 3.250806336909245, max: 36.013868993680994\n", + " Ew: NumPy array of shape (2208,), min: 2.4941030009402434, max: 33.7776082376605\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 262.49103724019074, max: 296.37559505541617\n", + " rh: NumPy array of shape (2208,), min: 5.498818694839155, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7434078400380055, max: 22.590332177844687\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003071150727518698\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.160331730251954\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74900.44747428046\n", + " soilm: NumPy array of shape (2208,), min: 0.06626312652343189, max: 0.32910134493258625\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4371507487236736\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.856685389254053\n", + " Ed: NumPy array of shape (2208,), min: 2.96199894027135, max: 35.95576621539126\n", + " Ew: NumPy array of shape (2208,), min: 2.252687293945185, max: 33.70895893478487\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "BAWC2_202403\n", + " loc\n", + " STID : BAWC2\n", + " lat : 39.37944\n", + " lon : -105.33833\n", + " elev : 7982\n", + " pixel_x : 675.3436209766041\n", + " pixel_y : 487.24100662839345\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 260.928, max: 296.48299999999995\n", + " fm: NumPy array of shape (2208,), min: 3.5, max: 26.8\n", + " precip_accum: NumPy array of shape (2208,), min: 22.86, max: 151.892\n", + " rh: NumPy array of shape (2208,), min: 6.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 9.389\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 3.5177745715218616, max: 36.65944059953247\n", + " Ew: NumPy array of shape (2208,), min: 2.780510067877423, max: 34.412633318926076\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.9834917409225, max: 296.9074259362281\n", + " rh: NumPy array of shape (2208,), min: 4.437104589068767, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.264935245396383, max: 14.636658752306897\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1092.1928674518838\n", + " soilm: NumPy array of shape (2208,), min: 0.04115819314844971, max: 0.2845690524158168\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.46008017000238033\n", + " groundflux: NumPy array of shape (2208,), min: -225.38896405593846, max: 596.0601277502556\n", + " Ed: NumPy array of shape (2208,), min: 2.633287222174046, max: 36.09331985997278\n", + " Ew: NumPy array of shape (2208,), min: 1.9688801978205503, max: 33.84651257936639\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.3765731414973, max: 297.424534992925\n", + " rh: NumPy array of shape (2208,), min: 4.811153838328778, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8404104747829159, max: 15.948796600741046\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021343620444155644\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.801324894352489\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1091.268244214244\n", + " soilm: NumPy array of shape (2208,), min: 0.04115819314844971, max: 0.2859544540471647\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.46008017000238033\n", + " groundflux: NumPy array of shape (2208,), min: -215.3145823493741, max: 275.0935392663105\n", + " Ed: NumPy array of shape (2208,), min: 2.670709856960777, max: 35.77769833090823\n", + " Ew: NumPy array of shape (2208,), min: 2.002867623784183, max: 33.535511049221675\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 260.59627222596487, max: 298.13377856658883\n", + " rh: NumPy array of shape (2208,), min: 4.601998830073364, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7503524888065854, max: 14.48059792727056\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001981942054464523\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.530585822419515\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77275.8805888874\n", + " soilm: NumPy array of shape (2208,), min: 0.04115819314844971, max: 0.28428845056971913\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.46008017000238033\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.6482157935516424\n", + " Ed: NumPy array of shape (2208,), min: 2.576984066326707, max: 35.82353966914029\n", + " Ew: NumPy array of shape (2208,), min: 1.9225684748832108, max: 33.60070413110526\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 260.96519344441936, max: 297.9326579787343\n", + " rh: NumPy array of shape (2208,), min: 4.471596624892089, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8345119489389313, max: 14.751812392337008\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002428804299073395\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.515651874874557\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77254.12240196366\n", + " soilm: NumPy array of shape (2208,), min: 0.04115819314844971, max: 0.28505345830794265\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.46008017000238033\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.6304622612270336\n", + " Ed: NumPy array of shape (2208,), min: 2.532449919051977, max: 35.78385886766067\n", + " Ew: NumPy array of shape (2208,), min: 1.8866180464103492, max: 33.53705158705427\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.3079372388227, max: 298.14926363833706\n", + " rh: NumPy array of shape (2208,), min: 4.543898659378491, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6298598213347874, max: 17.557651460792304\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020611864381864507\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.461712668608737\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75689.84074641913\n", + " soilm: NumPy array of shape (2208,), min: 0.04115819314844971, max: 0.28832682324970027\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.46008017000238033\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.7817703587021703\n", + " Ed: NumPy array of shape (2208,), min: 2.569223928025332, max: 35.73423287877578\n", + " Ew: NumPy array of shape (2208,), min: 1.9119807932943935, max: 33.48742559816939\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 261.33570630501407, max: 297.9124671726497\n", + " rh: NumPy array of shape (2208,), min: 4.961697535842548, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6993294599388548, max: 15.378220899185177\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002088373389114386\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.615653310152926\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 76581.27105406557\n", + " soilm: NumPy array of shape (2208,), min: 0.04115819314844971, max: 0.28824781744601896\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.46008017000238033\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.583208719491587\n", + " Ed: NumPy array of shape (2208,), min: 2.6926065064129587, max: 35.782503819514844\n", + " Ew: NumPy array of shape (2208,), min: 2.015347376943272, max: 33.535696538908454\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "BTAC2_202403\n", + " loc\n", + " STID : BTAC2\n", + " lat : 40.01806\n", + " lon : -105.36139\n", + " elev : 6733\n", + " pixel_x : 676.7051005826411\n", + " pixel_y : 463.5944115854476\n", + " RAWS\n", + " temp: NumPy array of shape (2203,), min: 262.594, max: 298.70599999999996\n", + " fm: NumPy array of shape (2203,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2203,), min: 54.356, max: 195.58\n", + " rh: NumPy array of shape (2203,), min: 7.0, max: 100.0\n", + " solar: NumPy array of shape (2203,), min: nan, max: nan\n", + " wind: NumPy array of shape (2203,), min: 0.0, max: 7.151\n", + " time_raws: NumPy array of shape (2203,), type object\n", + " hours : 2203\n", + " rain: NumPy array of shape (2203,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2203,), min: 3.4079019892397286, max: 36.7595195857127\n", + " Ew: NumPy array of shape (2203,), min: 2.6196288669140397, max: 34.512712305106305\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.83187009952127, max: 296.93938295108285\n", + " rh: NumPy array of shape (2208,), min: 6.165084088697505, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.30547750791621825, max: 17.222869126613347\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1046.875100773163\n", + " soilm: NumPy array of shape (2208,), min: 0.0453766303978512, max: 0.3199322529203794\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -362.89175709797166, max: 539.543142407197\n", + " Ed: NumPy array of shape (2208,), min: 3.9093073019045113, max: 36.441248911242724\n", + " Ew: NumPy array of shape (2208,), min: 3.163207617830323, max: 34.210590563929856\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.955454969717, max: 298.7500841605208\n", + " rh: NumPy array of shape (2208,), min: 7.0516585586598435, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9433523659484307, max: 18.989996693129875\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002508823790561403\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.017396335568718\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1062.7078775689097\n", + " soilm: NumPy array of shape (2208,), min: 0.04579574964110625, max: 0.324756974833936\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -363.02707250472434, max: 277.97613625452584\n", + " Ed: NumPy array of shape (2208,), min: 3.787004306173885, max: 35.99068585968858\n", + " Ew: NumPy array of shape (2208,), min: 2.9962491173712102, max: 33.743878579082185\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 260.54447056134575, max: 298.89825120720997\n", + " rh: NumPy array of shape (2208,), min: 6.656636495000093, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6688190392690925, max: 17.019994293645457\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002006972190565235\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.152520755038111\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 78549.26413781996\n", + " soilm: NumPy array of shape (2208,), min: 0.0462013373666725, max: 0.3298468709040192\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.318112844957342\n", + " Ed: NumPy array of shape (2208,), min: 3.5193067953161385, max: 35.92836682105989\n", + " Ew: NumPy array of shape (2208,), min: 2.7478949844720324, max: 33.70121393662341\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.07284043554216, max: 298.7349175875423\n", + " rh: NumPy array of shape (2208,), min: 6.684783846150935, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6797114053001314, max: 17.619246339203322\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018381579702054294\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.414324574330138\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 78949.6370161987\n", + " soilm: NumPy array of shape (2208,), min: 0.046740066200802205, max: 0.30270776218808176\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.2509756330344755\n", + " Ed: NumPy array of shape (2208,), min: 3.5564100388955913, max: 36.088207596824404\n", + " Ew: NumPy array of shape (2208,), min: 2.7835916060750825, max: 33.841400316218014\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.4971373186847, max: 298.9267222471132\n", + " rh: NumPy array of shape (2208,), min: 5.82546136991855, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7320446059358914, max: 16.225786509956958\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026100783718180174\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.57454735526299\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 78673.18233495145\n", + " soilm: NumPy array of shape (2208,), min: 0.04687320530244843, max: 0.3026270572107281\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.180722659136616\n", + " Ed: NumPy array of shape (2208,), min: 3.259973968776435, max: 36.172920752197484\n", + " Ew: NumPy array of shape (2208,), min: 2.5322457923063073, max: 33.92611347159109\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 260.91954915927505, max: 299.3368865303002\n", + " rh: NumPy array of shape (2208,), min: 6.059353292837823, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5807498548415464, max: 15.71673138594085\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002519774178425825\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 26.062581153612687\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 78488.28002572198\n", + " soilm: NumPy array of shape (2208,), min: 0.04729232610704698, max: 0.32017141476647537\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.012392155465794506, max: 2.195769851173244\n", + " Ed: NumPy array of shape (2208,), min: 3.294699595719987, max: 36.11997597098345\n", + " Ew: NumPy array of shape (2208,), min: 2.554238277145188, max: 33.87316869037705\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "SOPC2_202403\n", + " loc\n", + " STID : SOPC2\n", + " lat : 39.51246\n", + " lon : -105.54109\n", + " elev : 9100\n", + " pixel_x : 669.9855724399513\n", + " pixel_y : 481.828009391095\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 258.70599999999996, max: 294.817\n", + " fm: NumPy array of shape (2207,), min: 4.4, max: 27.4\n", + " precip_accum: NumPy array of shape (2207,), min: 307.086, max: 441.452\n", + " rh: NumPy array of shape (2207,), min: 7.0, max: 100.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 5.813\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.237336448849508, max: 37.2595545202607\n", + " Ew: NumPy array of shape (2207,), min: 3.4490633265238184, max: 35.01274723965431\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.94149551795607, max: 292.3184849011717\n", + " rh: NumPy array of shape (2208,), min: 4.66922856340866, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.26950792858156014, max: 25.208485467175215\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1103.2837895727773\n", + " soilm: NumPy array of shape (2208,), min: 0.06838230418808813, max: 0.33945653292571143\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -508.11458380548765, max: 807.5599575994014\n", + " Ed: NumPy array of shape (2208,), min: 2.858494625991462, max: 36.382203242206074\n", + " Ew: NumPy array of shape (2208,), min: 2.1997183740148722, max: 34.13539596159968\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.94284514437896, max: 292.4627052340946\n", + " rh: NumPy array of shape (2208,), min: 7.58697542044678, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8935138300632443, max: 26.085758269047275\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001522238286240258\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.593212361480991\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1099.0393878679433\n", + " soilm: NumPy array of shape (2208,), min: 0.06838478559795463, max: 0.33864048019631765\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -567.8627873156561, max: 153.25397126955988\n", + " Ed: NumPy array of shape (2208,), min: 4.294720170983175, max: 36.38980425209019\n", + " Ew: NumPy array of shape (2208,), min: 3.463563671846756, max: 34.1429969714838\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.2254333923301, max: 293.16006138987547\n", + " rh: NumPy array of shape (2208,), min: 7.132648483690033, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7518629902755916, max: 21.850257412095857\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001777029873356787\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.948326317831802\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72182.06922127504\n", + " soilm: NumPy array of shape (2208,), min: 0.06856872273482906, max: 0.3397696389440792\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010144275373744934, max: 2.230671025155987\n", + " Ed: NumPy array of shape (2208,), min: 3.938461875624725, max: 36.43174469698786\n", + " Ew: NumPy array of shape (2208,), min: 3.134166302256746, max: 34.18493741638147\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.6803452290799, max: 293.43363208289605\n", + " rh: NumPy array of shape (2208,), min: 6.9654019508659095, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.591289465418817, max: 21.302664714463525\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014367873046515988\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.943385871160148\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71792.43127974459\n", + " soilm: NumPy array of shape (2208,), min: 0.06855677655540857, max: 0.3397696389440792\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.2055933472442275\n", + " Ed: NumPy array of shape (2208,), min: 3.886481038966735, max: 36.20950310565471\n", + " Ew: NumPy array of shape (2208,), min: 3.099492042037509, max: 33.962695825048314\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.29752646988766, max: 293.759060276528\n", + " rh: NumPy array of shape (2208,), min: 6.2051019894369235, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5602690299152181, max: 21.205309887020274\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016687354552281314\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.272293286468951\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71792.43127974459\n", + " soilm: NumPy array of shape (2208,), min: 0.06855677655540857, max: 0.33964092840661386\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.25253930618566\n", + " Ed: NumPy array of shape (2208,), min: 3.5517758476244254, max: 36.18322575951689\n", + " Ew: NumPy array of shape (2208,), min: 2.8035606401380573, max: 33.93708897382761\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.0098414088656, max: 294.10752560614804\n", + " rh: NumPy array of shape (2208,), min: 5.494014389692402, max: 99.9806450536242\n", + " wind: NumPy array of shape (2208,), min: 0.5667557612231565, max: 20.960817925061463\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023183936962021348\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.969683440610826\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70987.26333643994\n", + " soilm: NumPy array of shape (2208,), min: 0.06855677655540857, max: 0.3396434097795046\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01011946132592165, max: 2.0434484574003133\n", + " Ed: NumPy array of shape (2208,), min: 3.219286115905009, max: 35.99193571761059\n", + " Ew: NumPy array of shape (2208,), min: 2.510251126638972, max: 33.74692625676448\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "BMOC2_202403\n", + " loc\n", + " STID : BMOC2\n", + " lat : 37.8615\n", + " lon : -105.28408\n", + " elev : 8930\n", + " pixel_x : 672.1395588697329\n", + " pixel_y : 543.437872211832\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: nan, max: nan\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 20.574, max: 118.11\n", + " rh: NumPy array of shape (2206,), min: nan, max: nan\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 14.754\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2206,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 262.30034613624144, max: 295.14107372980067\n", + " rh: NumPy array of shape (2208,), min: 7.053912324156524, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.433276696245651, max: 18.069751859487802\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1086.8717478918109\n", + " soilm: NumPy array of shape (2208,), min: 0.050822052407499714, max: 0.33588455253547145\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4860441138585434\n", + " groundflux: NumPy array of shape (2208,), min: -247.55668418733848, max: 765.7788006466625\n", + " Ed: NumPy array of shape (2208,), min: 3.732690167142774, max: 36.77093814583617\n", + " Ew: NumPy array of shape (2208,), min: 2.9418270071006933, max: 34.52413086522978\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.8315099148592, max: 295.5677331166188\n", + " rh: NumPy array of shape (2208,), min: 8.000963970973183, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.8995999143287694, max: 18.858629551588248\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026069942020254472\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.3636739780409455\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1092.6690423967127\n", + " soilm: NumPy array of shape (2208,), min: 0.050822052407499714, max: 0.3414964941443682\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4860441138585434\n", + " groundflux: NumPy array of shape (2208,), min: -248.9522728846677, max: 223.91700475152368\n", + " Ed: NumPy array of shape (2208,), min: 4.058503195563702, max: 36.034523043804086\n", + " Ew: NumPy array of shape (2208,), min: 3.173210738976044, max: 33.787715763197696\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.0274189478959, max: 295.6916688486277\n", + " rh: NumPy array of shape (2208,), min: 7.683205970378974, max: 99.99388919814778\n", + " wind: NumPy array of shape (2208,), min: 0.9580389964016591, max: 17.88135257837784\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029710954372759576\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.559259723719288\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74333.64386038171\n", + " soilm: NumPy array of shape (2208,), min: 0.05068249377483996, max: 0.34272980573545503\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4860441138585434\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5999030146633577\n", + " Ed: NumPy array of shape (2208,), min: 3.965488167567961, max: 35.764233419004896\n", + " Ew: NumPy array of shape (2208,), min: 3.0926960956529435, max: 33.53523288836748\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.36091466514273, max: 295.69413148148715\n", + " rh: NumPy array of shape (2208,), min: 7.319704385847957, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.7957282235923578, max: 17.34789371137995\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019610074845059673\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.037384400127356\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74371.32018646783\n", + " soilm: NumPy array of shape (2208,), min: 0.05068249377483996, max: 0.328742675029505\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49388910526716523\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6099761388724025\n", + " Ed: NumPy array of shape (2208,), min: 3.8256482404486434, max: 35.97776601881182\n", + " Ew: NumPy array of shape (2208,), min: 2.968605058448484, max: 33.73095873820543\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.525888141542, max: 296.12280314521746\n", + " rh: NumPy array of shape (2208,), min: 6.624470153581, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.9637160660875739, max: 17.703509264440022\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003060422671395043\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.381918201703835\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73715.9972997494\n", + " soilm: NumPy array of shape (2208,), min: 0.05068249377483996, max: 0.33323318280883385\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49388910526716523\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6762338384438935\n", + " Ed: NumPy array of shape (2208,), min: 3.4405761503672805, max: 36.00496238023637\n", + " Ew: NumPy array of shape (2208,), min: 2.6392047100657368, max: 33.760424985257444\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 262.416082911356, max: 295.87916600569923\n", + " rh: NumPy array of shape (2208,), min: 7.554116091401657, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.8750444663102086, max: 18.938422230420286\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020267523013412286\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.371904714936974\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74092.76056061065\n", + " soilm: NumPy array of shape (2208,), min: 0.05022727967270064, max: 0.3348109031809111\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49388910526716523\n", + " groundflux: NumPy array of shape (2208,), min: 0.01061108927253092, max: 1.7721644783319015\n", + " Ed: NumPy array of shape (2208,), min: 3.577853766614549, max: 36.05289962740631\n", + " Ew: NumPy array of shape (2208,), min: 2.7546645375579737, max: 33.80609234679992\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CYNC2_202403\n", + " loc\n", + " STID : CYNC2\n", + " lat : 38.04153\n", + " lon : -105.18585\n", + " elev : 11555\n", + " pixel_x : 675.5607860551686\n", + " pixel_y : 537.0290807911219\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 258.70599999999996, max: 287.594\n", + " fm: NumPy array of shape (2206,), min: 4.8, max: 27.4\n", + " precip_accum: NumPy array of shape (2206,), min: 0.0, max: 0.0\n", + " rh: NumPy array of shape (2206,), min: 7.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: 0.0, max: 1125.0\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 18.33\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 5.2325781810426655, max: 36.15958566316105\n", + " Ew: NumPy array of shape (2206,), min: 4.444305058716977, max: 33.912778382554656\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.35723813412966, max: 291.3597546967469\n", + " rh: NumPy array of shape (2208,), min: 8.457889441853673, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4596760918527621, max: 15.155084326228584\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1097.054173252253\n", + " soilm: NumPy array of shape (2208,), min: 0.0846082562491069, max: 0.44992353876799773\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -310.63755097195354, max: 723.7044612314662\n", + " Ed: NumPy array of shape (2208,), min: 4.812312184050281, max: 36.37170436419515\n", + " Ew: NumPy array of shape (2208,), min: 3.943269803048949, max: 34.208554172878706\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.6619443512648, max: 290.45348176022844\n", + " rh: NumPy array of shape (2208,), min: 8.758862117359135, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.2680643686683994, max: 18.003521208146157\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022849346521172566\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.920398167701148\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1099.4933871970843\n", + " soilm: NumPy array of shape (2208,), min: 0.08515273530555714, max: 0.44992353876799773\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -197.31546622710644, max: 234.17457917736905\n", + " Ed: NumPy array of shape (2208,), min: 4.912452971739489, max: 36.28364941433368\n", + " Ew: NumPy array of shape (2208,), min: 4.046688835633633, max: 34.03684213372728\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.34285576115315, max: 290.46599575847847\n", + " rh: NumPy array of shape (2208,), min: 7.773721639208945, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.3263252952696716, max: 16.854060302647834\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002344446242802575\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.400531001500706\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68413.20979314776\n", + " soilm: NumPy array of shape (2208,), min: 0.08481809516170352, max: 0.4493790678249012\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01595568670941243, max: 2.3430568648319956\n", + " Ed: NumPy array of shape (2208,), min: 5.092411522471346, max: 36.41362158281037\n", + " Ew: NumPy array of shape (2208,), min: 4.206795250276395, max: 34.17044604873176\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.2685007003915, max: 290.64664225000377\n", + " rh: NumPy array of shape (2208,), min: 8.19048875923713, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1119747779889144, max: 16.755942031268702\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002148631596203357\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.308437072827765\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68019.08207783078\n", + " soilm: NumPy array of shape (2208,), min: 0.08480178702651975, max: 0.4493336790299895\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01603092418669341, max: 2.239864452328345\n", + " Ed: NumPy array of shape (2208,), min: 4.729428350153449, max: 36.3216511848772\n", + " Ew: NumPy array of shape (2208,), min: 3.887234725919628, max: 34.08430569966021\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.6980911287235, max: 291.0139713226871\n", + " rh: NumPy array of shape (2208,), min: 8.605862822732469, max: 99.24061485784648\n", + " wind: NumPy array of shape (2208,), min: 1.2328382270900853, max: 16.175076893547025\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0025522467788083613\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.585959943165342\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68867.65758845117\n", + " soilm: NumPy array of shape (2208,), min: 0.08476917075615222, max: 0.44953895632433405\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01083706933617019, max: 2.274034086531206\n", + " Ed: NumPy array of shape (2208,), min: 4.813280998568366, max: 35.61526076178785\n", + " Ew: NumPy array of shape (2208,), min: 3.9537366479065, max: 33.45945038498557\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.3301509962022, max: 290.8658196933953\n", + " rh: NumPy array of shape (2208,), min: 7.939117879425206, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1228685110129872, max: 16.749981145288913\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002772423970874909\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.52688943997298\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67484.76335658385\n", + " soilm: NumPy array of shape (2208,), min: 0.0847365546072895, max: 0.44927551732987775\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.014916736280026188, max: 2.241919465798146\n", + " Ed: NumPy array of shape (2208,), min: 4.539298888485298, max: 35.85936599369571\n", + " Ew: NumPy array of shape (2208,), min: 3.70795156362229, max: 33.65373296353955\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TR223_202403\n", + " loc\n", + " STID : TR223\n", + " lat : 39.66758\n", + " lon : -106.587\n", + " elev : 8335\n", + " pixel_x : 640.7682958081718\n", + " pixel_y : 473.32586942178733\n", + " RAWS\n", + " temp: NumPy array of shape (1206,), min: nan, max: nan\n", + " fm: NumPy array of shape (1206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (1206,), min: 0.0, max: 20.828\n", + " rh: NumPy array of shape (1206,), min: nan, max: nan\n", + " solar: NumPy array of shape (1206,), min: nan, max: nan\n", + " wind: NumPy array of shape (1206,), min: 0.0, max: 7.598\n", + " time_raws: NumPy array of shape (1206,), type object\n", + " hours : 1206\n", + " rain: NumPy array of shape (1206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1206,), min: nan, max: nan\n", + " Ew: NumPy array of shape (1206,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.9587619238689, max: 291.55079499049003\n", + " rh: NumPy array of shape (2208,), min: 10.154064844634767, max: 99.96979776038134\n", + " wind: NumPy array of shape (2208,), min: 0.29236437298905377, max: 12.327465361954804\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1082.4112538539569\n", + " soilm: NumPy array of shape (2208,), min: 0.04485509274157412, max: 0.22055743984507298\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1964136670382296\n", + " groundflux: NumPy array of shape (2208,), min: -317.28013711193506, max: 493.7779498932666\n", + " Ed: NumPy array of shape (2208,), min: 6.036539684961189, max: 36.186952427818966\n", + " Ew: NumPy array of shape (2208,), min: 5.026512760725546, max: 33.958017397148964\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.26192004735344, max: 292.34499574653455\n", + " rh: NumPy array of shape (2208,), min: 10.611460424710724, max: 99.9395960968225\n", + " wind: NumPy array of shape (2208,), min: 0.8009340875274381, max: 18.244497993428684\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016689058018531876\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.17887687225964\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1084.004690862375\n", + " soilm: NumPy array of shape (2208,), min: 0.04485509274157412, max: 0.22148193408005354\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1964136670382296\n", + " groundflux: NumPy array of shape (2208,), min: -265.43551458163074, max: 128.86769311713354\n", + " Ed: NumPy array of shape (2208,), min: 5.215566290810326, max: 35.60155655083678\n", + " Ew: NumPy array of shape (2208,), min: 4.280916215643478, max: 33.36886898884787\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.8580702381181, max: 292.75235552201787\n", + " rh: NumPy array of shape (2208,), min: 8.931326679254365, max: 98.45120933567962\n", + " wind: NumPy array of shape (2208,), min: 0.634102906679542, max: 19.653628979739054\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013529127262855946\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.75296238178573\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68447.94659899725\n", + " soilm: NumPy array of shape (2208,), min: 0.04485509274157412, max: 0.24724133109435464\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2120335541883532\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5224313670962237\n", + " Ed: NumPy array of shape (2208,), min: 4.756766289872191, max: 33.90705977657794\n", + " Ew: NumPy array of shape (2208,), min: 3.884096985316898, max: 31.83012692904647\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.0981444145063, max: 292.97111087997797\n", + " rh: NumPy array of shape (2208,), min: 9.724991612920373, max: 99.9088750392427\n", + " wind: NumPy array of shape (2208,), min: 0.5113785915317748, max: 18.963450456630973\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0025242261760778048\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.0782921879172775\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66978.87787281115\n", + " soilm: NumPy array of shape (2208,), min: 0.04485509274157412, max: 0.23151845383453581\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2120335541883532\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6266184602348581\n", + " Ed: NumPy array of shape (2208,), min: 4.9437395490403615, max: 35.61717787599217\n", + " Ew: NumPy array of shape (2208,), min: 4.040655351797972, max: 33.378802908559045\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.0705194205332, max: 292.9305191190559\n", + " rh: NumPy array of shape (2208,), min: 8.918182683088867, max: 99.80812435116786\n", + " wind: NumPy array of shape (2208,), min: 0.7631104685789041, max: 17.569524527602326\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011094164938176328\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.35080492265551\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68863.65817781676\n", + " soilm: NumPy array of shape (2208,), min: 0.04485509274157412, max: 0.24067657677359797\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2120335541883532\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8435363163774483\n", + " Ed: NumPy array of shape (2208,), min: 4.846120616812135, max: 35.729329983310734\n", + " Ew: NumPy array of shape (2208,), min: 3.9739736905505803, max: 33.51830352034399\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 261.63661409648796, max: 293.22874653080146\n", + " rh: NumPy array of shape (2208,), min: 9.398084703539162, max: 99.20693993821016\n", + " wind: NumPy array of shape (2208,), min: 0.7745737659413658, max: 17.221265601670385\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0010504459863175507\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.968390647848656\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66550.67755041184\n", + " soilm: NumPy array of shape (2208,), min: 0.04485509274157412, max: 0.24866209927258745\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2120335541883532\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4708511440373657\n", + " Ed: NumPy array of shape (2208,), min: 4.9807284786349815, max: 34.926138504545406\n", + " Ew: NumPy array of shape (2208,), min: 4.070822671223531, max: 32.76444225315737\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TCTM8_202403\n", + " loc\n", + " STID : TCTM8\n", + " lat : 45.15694\n", + " lon : -109.36056\n", + " elev : 6400\n", + " pixel_x : 588.3514244024543\n", + " pixel_y : 261.9920932375345\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 258.15, max: 294.817\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 27.178, max: 229.108\n", + " rh: NumPy array of shape (2208,), min: 11.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 8.493\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 5.505845207950714, max: 35.85952870279694\n", + " Ew: NumPy array of shape (2208,), min: 4.496613419919958, max: 33.612721422190546\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.5214280601154, max: 291.59903805873864\n", + " rh: NumPy array of shape (2208,), min: 16.094761772410212, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.19664644886863097, max: 16.013156485305082\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1033.322230245419\n", + " soilm: NumPy array of shape (2208,), min: 0.06797777465764607, max: 0.35409877226783526\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -528.175992013345, max: 1047.3039166698654\n", + " Ed: NumPy array of shape (2208,), min: 7.141376165190352, max: 36.63656651376265\n", + " Ew: NumPy array of shape (2208,), min: 6.045225543104987, max: 34.38975923315626\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.89336260439336, max: 291.0708050142024\n", + " rh: NumPy array of shape (2208,), min: 17.238934209011155, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7916705319176992, max: 17.27344465614603\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021307836031854237\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.765546431720733\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1026.069740995846\n", + " soilm: NumPy array of shape (2208,), min: 0.06862400206089045, max: 0.35509599119018465\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -521.7415173697952, max: 290.92160990726654\n", + " Ed: NumPy array of shape (2208,), min: 7.11270328875482, max: 36.595629396389924\n", + " Ew: NumPy array of shape (2208,), min: 5.999236323778724, max: 34.348822115783534\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.966201301473, max: 291.01912038718467\n", + " rh: NumPy array of shape (2208,), min: 16.53116970811503, max: 99.91219531915667\n", + " wind: NumPy array of shape (2208,), min: 0.6580258591764816, max: 17.526034322174723\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023532766038381293\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.804502026165526\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74275.38663747832\n", + " soilm: NumPy array of shape (2208,), min: 0.06862913020447362, max: 0.35638331784669575\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01005128110724346, max: 2.4235335851837028\n", + " Ed: NumPy array of shape (2208,), min: 7.2378008819367965, max: 36.08604751072778\n", + " Ew: NumPy array of shape (2208,), min: 6.120927169472779, max: 33.88523755979923\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.07533170377474, max: 291.077675298075\n", + " rh: NumPy array of shape (2208,), min: 15.233107047569558, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6962773747078865, max: 18.198916850826095\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001931061421548445\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.335736159704673\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74095.09754140385\n", + " soilm: NumPy array of shape (2208,), min: 0.06900192606628716, max: 0.34575388050009204\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01005128110724346, max: 2.6573745554331385\n", + " Ed: NumPy array of shape (2208,), min: 6.75262175854879, max: 36.665177965095864\n", + " Ew: NumPy array of shape (2208,), min: 5.684703529317072, max: 34.418370684489474\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.42031901302045, max: 291.126227144787\n", + " rh: NumPy array of shape (2208,), min: 13.15379903403625, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8104330028231144, max: 18.6457393085106\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023836952094785087\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 26.54995957437295\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74641.39591488396\n", + " soilm: NumPy array of shape (2208,), min: 0.06900192606628716, max: 0.3497002787020318\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010130348730131114, max: 2.383715098813456\n", + " Ed: NumPy array of shape (2208,), min: 7.006919062185012, max: 36.4394154807881\n", + " Ew: NumPy array of shape (2208,), min: 5.97404933130477, max: 34.20453986682561\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.098455457908, max: 290.9819755593449\n", + " rh: NumPy array of shape (2208,), min: 11.937729674925816, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7726838833290268, max: 16.693919590106816\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018951282827573811\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 28.946361644571944\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74896.69307982958\n", + " soilm: NumPy array of shape (2208,), min: 0.06928325953323983, max: 0.3541603941880269\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010102562438004337, max: 2.2111894249608017\n", + " Ed: NumPy array of shape (2208,), min: 6.569031086859113, max: 36.543470428502836\n", + " Ew: NumPy array of shape (2208,), min: 5.591260497987738, max: 34.30927654736677\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TR337_202403\n", + " loc\n", + " STID : TR337\n", + " lat : 37.83036\n", + " lon : -109.39917\n", + " elev : 7851\n", + " pixel_x : 552.2582147475757\n", + " pixel_y : 531.7307124971582\n", + " RAWS\n", + " temp: NumPy array of shape (740,), min: 269.26099999999997, max: 297.594\n", + " fm: NumPy array of shape (740,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (740,), min: 0.0, max: 14.478\n", + " rh: NumPy array of shape (740,), min: nan, max: nan\n", + " solar: NumPy array of shape (740,), min: nan, max: nan\n", + " wind: NumPy array of shape (740,), min: 0.0, max: 9.836\n", + " time_raws: NumPy array of shape (740,), type object\n", + " hours : 740\n", + " rain: NumPy array of shape (740,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (740,), min: nan, max: nan\n", + " Ew: NumPy array of shape (740,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 267.5774526866905, max: 296.7936780706852\n", + " rh: NumPy array of shape (2208,), min: 6.862299792423405, max: 99.97218629207089\n", + " wind: NumPy array of shape (2208,), min: 0.34981570230009124, max: 17.833724925638656\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1085.810086748347\n", + " soilm: NumPy array of shape (2208,), min: 0.04391917555448342, max: 0.20419353552101074\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.045796825267022404\n", + " groundflux: NumPy array of shape (2208,), min: -197.01380309503435, max: 241.05265731509212\n", + " Ed: NumPy array of shape (2208,), min: 3.2227877056003824, max: 36.051547887689246\n", + " Ew: NumPy array of shape (2208,), min: 2.44119960632931, max: 33.80732298097363\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 267.3116140636436, max: 296.8449025634132\n", + " rh: NumPy array of shape (2208,), min: 6.6133045290545756, max: 99.37571908683537\n", + " wind: NumPy array of shape (2208,), min: 0.9605839211284675, max: 19.284535807712086\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0008388434057627001\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.2025302085788248\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1088.621406005343\n", + " soilm: NumPy array of shape (2208,), min: 0.04391917555448342, max: 0.20572449762247574\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.045796825267022404\n", + " groundflux: NumPy array of shape (2208,), min: -166.73483756501454, max: 210.51204518005184\n", + " Ed: NumPy array of shape (2208,), min: 3.087522379773001, max: 35.211013555366755\n", + " Ew: NumPy array of shape (2208,), min: 2.3182847814317036, max: 33.02037889178641\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 267.28445303702284, max: 296.70039612098054\n", + " rh: NumPy array of shape (2208,), min: 6.196269357445733, max: 99.69417681228286\n", + " wind: NumPy array of shape (2208,), min: 0.809250324336683, max: 18.367029446866134\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019725390111730683\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.077427527776652\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72815.80623540927\n", + " soilm: NumPy array of shape (2208,), min: 0.04379210208628949, max: 0.19698752007698903\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.045796825267022404\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5111113428091767\n", + " Ed: NumPy array of shape (2208,), min: 2.992431498822155, max: 35.49339181305766\n", + " Ew: NumPy array of shape (2208,), min: 2.244682357547176, max: 33.27456594768027\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 266.96815459866303, max: 296.7755943868526\n", + " rh: NumPy array of shape (2208,), min: 6.5373272257444395, max: 99.75695155189791\n", + " wind: NumPy array of shape (2208,), min: 0.5579426507959252, max: 18.30677741061992\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017791756627186586\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.530491177367986\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68658.49177555084\n", + " soilm: NumPy array of shape (2208,), min: 0.04360342166380346, max: 0.21621121586409747\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.05275022582779655\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5385485514538748\n", + " Ed: NumPy array of shape (2208,), min: 3.083134334207143, max: 35.52866494663347\n", + " Ew: NumPy array of shape (2208,), min: 2.3177348749803808, max: 33.304169032490606\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 267.12252530467157, max: 296.8450045228381\n", + " rh: NumPy array of shape (2208,), min: 5.879838178365647, max: 99.8801482058375\n", + " wind: NumPy array of shape (2208,), min: 0.7336333009993294, max: 18.459725003558013\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001342510899562094\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.345632854814127\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68628.30280809755\n", + " soilm: NumPy array of shape (2208,), min: 0.04360342166380346, max: 0.21243250086223087\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.05970362690663941\n", + " groundflux: NumPy array of shape (2208,), min: 0.010695339806656563, max: 1.5390224359423363\n", + " Ed: NumPy array of shape (2208,), min: 2.9152921102766673, max: 35.746637819246885\n", + " Ew: NumPy array of shape (2208,), min: 2.1845709149164123, max: 33.5109043225022\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 267.1272015453954, max: 296.63340588991423\n", + " rh: NumPy array of shape (2208,), min: 5.702683541931993, max: 99.75471589780655\n", + " wind: NumPy array of shape (2208,), min: 1.0405765183960678, max: 18.54273154979381\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018604308424980194\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.150806665718243\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70233.45221407323\n", + " soilm: NumPy array of shape (2208,), min: 0.04360342166380346, max: 0.21836263839249262\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.011997534714536639, max: 1.4931628125786902\n", + " Ed: NumPy array of shape (2208,), min: 2.837999528245648, max: 35.73312451743457\n", + " Ew: NumPy array of shape (2208,), min: 2.1171044290989256, max: 33.508831182986285\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "VLRW4_202403\n", + " loc\n", + " STID : VLRW4\n", + " lat : 44.46308\n", + " lon : -109.58437\n", + " elev : 5925\n", + " pixel_x : 579.1219525622405\n", + " pixel_y : 286.88590991908563\n", + " RAWS\n", + " temp: NumPy array of shape (695,), min: nan, max: nan\n", + " fm: NumPy array of shape (695,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (695,), min: 0.0, max: 111.252\n", + " rh: NumPy array of shape (695,), min: nan, max: nan\n", + " wind: NumPy array of shape (695,), min: nan, max: nan\n", + " time_raws: NumPy array of shape (695,), type object\n", + " hours : 695\n", + " rain: NumPy array of shape (695,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (695,), min: nan, max: nan\n", + " Ew: NumPy array of shape (695,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.27569436057377, max: 295.6277151948087\n", + " rh: NumPy array of shape (2208,), min: 11.784677770636444, max: 98.41005004458688\n", + " wind: NumPy array of shape (2208,), min: 0.32092693504866915, max: 13.029395921253748\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1026.0757970011446\n", + " soilm: NumPy array of shape (2208,), min: 0.05280494292181508, max: 0.25363454159112425\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.010017650471337987\n", + " groundflux: NumPy array of shape (2208,), min: -233.5931841271529, max: 240.01145191011614\n", + " Ed: NumPy array of shape (2208,), min: 5.660824969125454, max: 34.16485381509075\n", + " Ew: NumPy array of shape (2208,), min: 4.64753562324016, max: 32.054108673295204\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.70098089982156, max: 296.4159200593182\n", + " rh: NumPy array of shape (2208,), min: 11.24789307037286, max: 97.69591101840501\n", + " wind: NumPy array of shape (2208,), min: 1.0329246483103536, max: 14.928488787329913\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0005214266249722763\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.353626741291927\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1029.0757970011446\n", + " soilm: NumPy array of shape (2208,), min: 0.0529129821253091, max: 0.255512591134781\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.010017650471337987\n", + " groundflux: NumPy array of shape (2208,), min: -179.93948903632398, max: 166.67225607233232\n", + " Ed: NumPy array of shape (2208,), min: 5.003902392251412, max: 33.67602312200976\n", + " Ew: NumPy array of shape (2208,), min: 3.9912813670925806, max: 31.619297231121806\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 260.8555732069106, max: 296.80617041300394\n", + " rh: NumPy array of shape (2208,), min: 10.311749932040053, max: 97.98877521515985\n", + " wind: NumPy array of shape (2208,), min: 0.6262748188041671, max: 14.374440514326022\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012895408054223517\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.6792256237682364\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75823.41226199923\n", + " soilm: NumPy array of shape (2208,), min: 0.0529129821253091, max: 0.2704585061070235\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.011409008261444059\n", + " groundflux: NumPy array of shape (2208,), min: 0.01041740709796477, max: 1.702808763556204\n", + " Ed: NumPy array of shape (2208,), min: 4.465655294760479, max: 33.92510579868606\n", + " Ew: NumPy array of shape (2208,), min: 3.5075024490718336, max: 31.846723401179897\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 260.3207351952906, max: 296.13131260963956\n", + " rh: NumPy array of shape (2208,), min: 9.736749711348802, max: 98.53565488357583\n", + " wind: NumPy array of shape (2208,), min: 0.7434220611264888, max: 14.310147885320813\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015541827873526792\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.0196359939250685\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 76663.25060449257\n", + " soilm: NumPy array of shape (2208,), min: 0.0529129821253091, max: 0.28085628894973286\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1100176519614541\n", + " groundflux: NumPy array of shape (2208,), min: 0.010139135550309979, max: 1.7260741651724483\n", + " Ed: NumPy array of shape (2208,), min: 4.10636889076768, max: 34.30910303612876\n", + " Ew: NumPy array of shape (2208,), min: 3.2028500698560105, max: 32.19857761249179\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.39467969259334, max: 296.72344901541794\n", + " rh: NumPy array of shape (2208,), min: 9.593971064291756, max: 99.69712432584441\n", + " wind: NumPy array of shape (2208,), min: 0.858278799403057, max: 14.388339214468512\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002673957419752675\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.486969983342064\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 76765.41040876371\n", + " soilm: NumPy array of shape (2208,), min: 0.0529129821253091, max: 0.29696255419908374\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1100176519614541\n", + " groundflux: NumPy array of shape (2208,), min: 0.01041740709796477, max: 1.7060499428808371\n", + " Ed: NumPy array of shape (2208,), min: 4.474163943238324, max: 35.8337996408331\n", + " Ew: NumPy array of shape (2208,), min: 3.575953230910836, max: 33.61470838647335\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 260.32337976404546, max: 296.83239629879375\n", + " rh: NumPy array of shape (2208,), min: 9.559761606388975, max: 99.70101121772228\n", + " wind: NumPy array of shape (2208,), min: 0.7992908238103428, max: 15.69296015657919\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012388603244421214\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.240003870219887\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70628.09139549825\n", + " soilm: NumPy array of shape (2208,), min: 0.0529129821253091, max: 0.27363574552301\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1100176519614541\n", + " groundflux: NumPy array of shape (2208,), min: 0.005425983705135488, max: 1.7478096091023034\n", + " Ed: NumPy array of shape (2208,), min: 4.232216600123104, max: 35.740495830846825\n", + " Ew: NumPy array of shape (2208,), min: 3.3019437740724364, max: 33.529958006997845\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TR383_202403\n", + " loc\n", + " STID : TR383\n", + " lat : 40.35739\n", + " lon : -109.35719\n", + " elev : 46\n", + " pixel_x : 565.5123445058377\n", + " pixel_y : 438.9848279561703\n", + " RAWS\n", + " temp: NumPy array of shape (1364,), min: 263.15, max: 301.48299999999995\n", + " fm: NumPy array of shape (1364,), min: 4.3, max: 24.5\n", + " precip_accum: NumPy array of shape (1364,), min: 0.0, max: 24.384\n", + " rh: NumPy array of shape (1364,), min: 8.0, max: 100.0\n", + " wind: NumPy array of shape (1364,), min: 0.0, max: 9.389\n", + " time_raws: NumPy array of shape (1364,), type object\n", + " hours : 1364\n", + " rain: NumPy array of shape (1364,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1364,), min: 3.551366513462905, max: 36.85959857189293\n", + " Ew: NumPy array of shape (1364,), min: 2.717367376061377, max: 34.61279129128654\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.73670323825854, max: 303.8120360888489\n", + " rh: NumPy array of shape (2208,), min: 7.546470969385196, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.13734600293774482, max: 18.615391796980553\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1050.0320877422068\n", + " soilm: NumPy array of shape (2208,), min: 0.04704551822665451, max: 0.24388626813676972\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -199.9260126946878, max: 200.4763436880366\n", + " Ed: NumPy array of shape (2208,), min: 2.8991993313072983, max: 35.42518819870304\n", + " Ew: NumPy array of shape (2208,), min: 2.0567944044359, max: 33.17838091809664\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.7798807129677, max: 303.85481315509287\n", + " rh: NumPy array of shape (2208,), min: 6.7944594241021345, max: 98.0111098646293\n", + " wind: NumPy array of shape (2208,), min: 0.4919818539448693, max: 18.840952864532177\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0005488029755520338\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 1.9240318256813849\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1047.536658934746\n", + " soilm: NumPy array of shape (2208,), min: 0.04704551822665451, max: 0.24489403633041404\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -179.9260126946878, max: 139.78178391173591\n", + " Ed: NumPy array of shape (2208,), min: 2.4591208821903137, max: 33.08230154810636\n", + " Ew: NumPy array of shape (2208,), min: 1.6805439067745631, max: 31.002239617407863\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.8728113953447, max: 303.78412119434444\n", + " rh: NumPy array of shape (2208,), min: 6.55032016779343, max: 94.85393327643877\n", + " wind: NumPy array of shape (2208,), min: 0.6373892494060209, max: 19.345596089842076\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0009349412985830912\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.4744258089907336\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77577.46861685932\n", + " soilm: NumPy array of shape (2208,), min: 0.04704551822665451, max: 0.23582708314859138\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4011563913866896\n", + " Ed: NumPy array of shape (2208,), min: 2.4289013903472068, max: 30.320781808216736\n", + " Ew: NumPy array of shape (2208,), min: 1.6577192393451623, max: 28.472842060093967\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 266.05893139677, max: 304.31305228617623\n", + " rh: NumPy array of shape (2208,), min: 6.395839628329915, max: 95.94476114278564\n", + " wind: NumPy array of shape (2208,), min: 0.4957206405717737, max: 17.33288883362083\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021688835212480507\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.232124494609618\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67365.57172756124\n", + " soilm: NumPy array of shape (2208,), min: 0.04704551822665451, max: 0.28235771460875325\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.04950542320703578\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3453341396051184\n", + " Ed: NumPy array of shape (2208,), min: 2.3282464209116025, max: 31.05798192522218\n", + " Ew: NumPy array of shape (2208,), min: 1.5673433497164797, max: 29.117485005281505\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 266.9685998993327, max: 303.9687299656684\n", + " rh: NumPy array of shape (2208,), min: 6.746296645894149, max: 97.26150860297118\n", + " wind: NumPy array of shape (2208,), min: 0.6256246813626726, max: 18.250390413539538\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0009089662747955129\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.498759967739677\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70122.62792921418\n", + " soilm: NumPy array of shape (2208,), min: 0.04704551822665451, max: 0.25597390460365843\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.04950542320703578\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3755598767009651\n", + " Ed: NumPy array of shape (2208,), min: 2.458648647268203, max: 32.67682875457522\n", + " Ew: NumPy array of shape (2208,), min: 1.6779528279845404, max: 30.651002835816612\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 267.37757046577053, max: 304.047919909923\n", + " rh: NumPy array of shape (2208,), min: 6.294534337056149, max: 99.97424502949607\n", + " wind: NumPy array of shape (2208,), min: 0.5650850929417683, max: 17.07315355584381\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.000741009554136775\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.713582961328392\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80537.3971072951\n", + " soilm: NumPy array of shape (2208,), min: 0.04704551822665451, max: 0.23756507546877348\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0007398730641470191\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4063533234984473\n", + " Ed: NumPy array of shape (2208,), min: 2.57404024392904, max: 35.43900439713225\n", + " Ew: NumPy array of shape (2208,), min: 1.7693595510232396, max: 33.19458860609092\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "LEIW4_202403\n", + " loc\n", + " STID : LEIW4\n", + " lat : 44.1067\n", + " lon : -107.22433\n", + " elev : 8334\n", + " pixel_x : 640.0626638975962\n", + " pixel_y : 307.5117485051291\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 257.039, max: 290.37199999999996\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 20.828, max: 113.538\n", + " rh: NumPy array of shape (2207,), min: 12.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 13.412\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 5.966949062856777, max: 36.65944059953247\n", + " Ew: NumPy array of shape (2207,), min: 4.987263071973314, max: 34.412633318926076\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.4777540616027, max: 290.7404704916721\n", + " rh: NumPy array of shape (2208,), min: 13.79593624507394, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.32834415269486567, max: 15.798012464429066\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1034.9201938110796\n", + " soilm: NumPy array of shape (2208,), min: 0.056039170368217144, max: 0.30086285932722207\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49679318459910093\n", + " groundflux: NumPy array of shape (2208,), min: -206.2215043572542, max: 480.4263590492748\n", + " Ed: NumPy array of shape (2208,), min: 6.273730975628689, max: 36.55958781328444\n", + " Ew: NumPy array of shape (2208,), min: 5.2425020633547295, max: 34.32125012285607\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.26779386288956, max: 290.9948532628153\n", + " rh: NumPy array of shape (2208,), min: 15.979131405583795, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9804299405046325, max: 17.411545944216485\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001728962365223562\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.499394700849394\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1035.035478046365\n", + " soilm: NumPy array of shape (2208,), min: 0.056039170368217144, max: 0.3005725711773189\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49679318459910093\n", + " groundflux: NumPy array of shape (2208,), min: -205.59486538129252, max: 124.17016451612537\n", + " Ed: NumPy array of shape (2208,), min: 7.575063797039263, max: 36.40480036881293\n", + " Ew: NumPy array of shape (2208,), min: 6.44939338475732, max: 34.17122744132272\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.2368979995377, max: 290.9146530675028\n", + " rh: NumPy array of shape (2208,), min: 16.195244642647005, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7954708723990179, max: 17.274596397635804\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0027924423920895917\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.917926048044373\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75882.2402115149\n", + " soilm: NumPy array of shape (2208,), min: 0.056039170368217144, max: 0.29682033651328527\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49679318459910093\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.501371386237638\n", + " Ed: NumPy array of shape (2208,), min: 7.178636952257767, max: 36.47633807133918\n", + " Ew: NumPy array of shape (2208,), min: 6.079111516839262, max: 34.22953079073279\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.14573182227906, max: 291.0443799159096\n", + " rh: NumPy array of shape (2208,), min: 14.002467949250118, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1924122147696719, max: 16.69296062964789\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017681124820831742\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.662236674474075\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75420.58779965967\n", + " soilm: NumPy array of shape (2208,), min: 0.056039170368217144, max: 0.30832261486698076\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49679318459910093\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5876531208656754\n", + " Ed: NumPy array of shape (2208,), min: 7.061089368360959, max: 36.392872156177674\n", + " Ew: NumPy array of shape (2208,), min: 5.9802130130293065, max: 34.146064875571284\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.387430121084, max: 291.0434882837061\n", + " rh: NumPy array of shape (2208,), min: 13.411320090748003, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8310808918609259, max: 16.784061845335266\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0030378314031718904\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.391678523343758\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 76056.88016962752\n", + " soilm: NumPy array of shape (2208,), min: 0.056039170368217144, max: 0.3374165578119867\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49679318459910093\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.460640412862199\n", + " Ed: NumPy array of shape (2208,), min: 6.665911120409968, max: 36.49281607530172\n", + " Ew: NumPy array of shape (2208,), min: 5.611510276862825, max: 34.24600879469532\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.52276494656644, max: 291.4604241987921\n", + " rh: NumPy array of shape (2208,), min: 13.894824132733333, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0802443887908657, max: 16.06319347364291\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022505042910162068\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.24508163794598\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75636.4746361954\n", + " soilm: NumPy array of shape (2208,), min: 0.056039170368217144, max: 0.3384785099051449\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49679318459910093\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.465862262529839\n", + " Ed: NumPy array of shape (2208,), min: 6.8446761296065874, max: 36.47654822772015\n", + " Ew: NumPy array of shape (2208,), min: 5.772608470622714, max: 34.23123056307236\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TR390_202403\n", + " loc\n", + " STID : TR390\n", + " lat : 38.49556\n", + " lon : -108.35333\n", + " elev : 8290\n", + " pixel_x : 585.5454812126632\n", + " pixel_y : 511.0199455263703\n", + " RAWS\n", + " temp: NumPy array of shape (364,), min: 267.594, max: 297.594\n", + " fm: NumPy array of shape (364,), min: 4.8, max: 25.0\n", + " precip_accum: NumPy array of shape (364,), min: 0.0, max: 10.16\n", + " rh: NumPy array of shape (364,), min: 11.0, max: 99.0\n", + " wind: NumPy array of shape (364,), min: 0.0, max: 5.366\n", + " time_raws: NumPy array of shape (364,), type object\n", + " hours : 364\n", + " rain: NumPy array of shape (364,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (364,), min: 4.769459779323447, max: 34.47029631338988\n", + " Ew: NumPy array of shape (364,), min: 3.789773788439984, max: 32.31172165004142\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 266.3781465141744, max: 296.21189248916147\n", + " rh: NumPy array of shape (2208,), min: 6.918010547965481, max: 99.98368193187358\n", + " wind: NumPy array of shape (2208,), min: 0.22943103834511946, max: 20.655666677971283\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1093.0619512824976\n", + " soilm: NumPy array of shape (2208,), min: 0.05048534587795217, max: 0.26067272737861363\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -182.0005608356989, max: 506.20133769164\n", + " Ed: NumPy array of shape (2208,), min: 3.8841826743945997, max: 35.83747712210525\n", + " Ew: NumPy array of shape (2208,), min: 3.0623277523345087, max: 33.592185818299775\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 266.1574969628037, max: 296.33952705389214\n", + " rh: NumPy array of shape (2208,), min: 6.989271487806676, max: 98.41604908117044\n", + " wind: NumPy array of shape (2208,), min: 0.8879657007141235, max: 20.63889726879159\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011901786228563072\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.053327619494583\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1093.0420057561273\n", + " soilm: NumPy array of shape (2208,), min: 0.05048534587795217, max: 0.26312725764285616\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -170.0, max: 206.4310706257343\n", + " Ed: NumPy array of shape (2208,), min: 3.37129634371639, max: 33.88647395688965\n", + " Ew: NumPy array of shape (2208,), min: 2.583540452055289, max: 31.77525739536782\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.6746638432968, max: 296.2092482707939\n", + " rh: NumPy array of shape (2208,), min: 7.3963732619741895, max: 98.67945069401152\n", + " wind: NumPy array of shape (2208,), min: 0.7988710531938352, max: 21.308550338289642\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017351155099699037\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.853102760337499\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72228.22403809257\n", + " soilm: NumPy array of shape (2208,), min: 0.05048534587795217, max: 0.26105988193762414\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.726781399077575\n", + " Ed: NumPy array of shape (2208,), min: 3.5195497287213118, max: 34.18427515884669\n", + " Ew: NumPy array of shape (2208,), min: 2.7125797104362324, max: 32.05206036571543\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 266.0520977843451, max: 296.48272924692685\n", + " rh: NumPy array of shape (2208,), min: 7.321244581739717, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.846134404198718, max: 19.81852154203452\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021171044828772593\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.353414091890732\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73960.50173818407\n", + " soilm: NumPy array of shape (2208,), min: 0.05048534587795217, max: 0.2618244790044879\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7478209506959086\n", + " Ed: NumPy array of shape (2208,), min: 3.6440702719852207, max: 35.78215770395179\n", + " Ew: NumPy array of shape (2208,), min: 2.82463341899458, max: 33.53627716516293\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 265.49345428844634, max: 296.5484190945566\n", + " rh: NumPy array of shape (2208,), min: 7.107222584806111, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9457449100721255, max: 19.866646777567563\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013180110589534825\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.02963565803481\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73339.80422111349\n", + " soilm: NumPy array of shape (2208,), min: 0.05048534587795217, max: 0.2597733839183962\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1010879924974957\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6978209960019328\n", + " Ed: NumPy array of shape (2208,), min: 3.851266849292794, max: 35.56855467701506\n", + " Ew: NumPy array of shape (2208,), min: 3.0029694625072856, max: 33.32174739640867\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 265.7911418340036, max: 296.3684178151603\n", + " rh: NumPy array of shape (2208,), min: 7.907222554486704, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.829995404752364, max: 19.310995914118312\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001695555951975221\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.856275070103479\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73987.79175792649\n", + " soilm: NumPy array of shape (2208,), min: 0.05048534587795217, max: 0.26632670416503285\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.15545468522863357\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.683496424087122\n", + " Ed: NumPy array of shape (2208,), min: 3.8806678111739252, max: 35.53968301491083\n", + " Ew: NumPy array of shape (2208,), min: 3.0191567353766815, max: 33.29287573430444\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS001_202403\n", + " loc\n", + " STID : TS001\n", + " lat : 37.31492\n", + " lon : -106.95928\n", + " elev : 7650\n", + " pixel_x : 621.2507548325374\n", + " pixel_y : 559.0076406178271\n", + " RAWS\n", + " temp: NumPy array of shape (1036,), min: 268.70599999999996, max: 298.70599999999996\n", + " fm: NumPy array of shape (1036,), min: 4.7, max: 23.9\n", + " precip_accum: NumPy array of shape (1036,), min: 0.0, max: 32.258\n", + " rh: NumPy array of shape (1036,), min: 8.0, max: 100.0\n", + " wind: NumPy array of shape (1036,), min: 0.0, max: 3.575\n", + " time_raws: NumPy array of shape (1036,), type object\n", + " hours : 1036\n", + " rain: NumPy array of shape (1036,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1036,), min: 3.6114544612585564, max: 36.059506676980824\n", + " Ew: NumPy array of shape (1036,), min: 2.7774553238570285, max: 33.81269939637443\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 264.3709471344094, max: 297.6372226041598\n", + " rh: NumPy array of shape (2208,), min: 8.101444709466378, max: 99.46866100790535\n", + " wind: NumPy array of shape (2208,), min: 0.13329249448174738, max: 13.619458043202663\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1085.0133653138103\n", + " soilm: NumPy array of shape (2208,), min: 0.05825456617892517, max: 0.2667309755684527\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.024883891440166287\n", + " groundflux: NumPy array of shape (2208,), min: -219.12144429762643, max: 289.85263452663594\n", + " Ed: NumPy array of shape (2208,), min: 3.8484580881448758, max: 34.98634122162301\n", + " Ew: NumPy array of shape (2208,), min: 2.95946222811615, max: 32.787576933959535\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 264.5594936820115, max: 297.9377745973069\n", + " rh: NumPy array of shape (2208,), min: 7.426711829243821, max: 98.81068646627863\n", + " wind: NumPy array of shape (2208,), min: 0.7136908391727332, max: 15.669390435273133\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012019380314630661\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.564109675573787\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1087.7568857852898\n", + " soilm: NumPy array of shape (2208,), min: 0.05825456617892517, max: 0.26898553995084024\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.024883891440166287\n", + " groundflux: NumPy array of shape (2208,), min: -179.10205438371167, max: 149.74081885917045\n", + " Ed: NumPy array of shape (2208,), min: 3.6352633025557903, max: 34.49198557425243\n", + " Ew: NumPy array of shape (2208,), min: 2.7717850400107533, max: 32.349087201176246\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 264.9097112587983, max: 297.77520696631944\n", + " rh: NumPy array of shape (2208,), min: 7.301803345331419, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.630539726710837, max: 17.61575357697963\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015790942794924533\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.209447609410575\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75218.65863030126\n", + " soilm: NumPy array of shape (2208,), min: 0.05825456617892517, max: 0.2639528059643091\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.026220422841124285\n", + " groundflux: NumPy array of shape (2208,), min: 0.0009856862016022205, max: 1.6658345213406367\n", + " Ed: NumPy array of shape (2208,), min: 3.544456833688545, max: 35.65616904940232\n", + " Ew: NumPy array of shape (2208,), min: 2.691034038501309, max: 33.40936176879593\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.20061551943246, max: 297.74081527304094\n", + " rh: NumPy array of shape (2208,), min: 7.701803439785268, max: 99.95023297725734\n", + " wind: NumPy array of shape (2208,), min: 0.6457241327253891, max: 14.931752485068277\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002671563967716802\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.486670304297204\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69993.67923358288\n", + " soilm: NumPy array of shape (2208,), min: 0.0582564821046516, max: 0.23947722879189803\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6454363203466205\n", + " Ed: NumPy array of shape (2208,), min: 3.6192853527512954, max: 35.61065388415272\n", + " Ew: NumPy array of shape (2208,), min: 2.755807183663692, max: 33.36846188990609\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 265.6610851324506, max: 298.00577751765616\n", + " rh: NumPy array of shape (2208,), min: 7.653315343169485, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5600683461035287, max: 15.026699638856561\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002398330021320251\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.553386950270946\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72100.05659079544\n", + " soilm: NumPy array of shape (2208,), min: 0.0582564821046516, max: 0.2715671762589438\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1248838929302824\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6109751096775398\n", + " Ed: NumPy array of shape (2208,), min: 3.703915433737551, max: 35.78308055583241\n", + " Ew: NumPy array of shape (2208,), min: 2.854971435628864, max: 33.53627327522602\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 265.2214916926456, max: 297.79197641667946\n", + " rh: NumPy array of shape (2208,), min: 7.553180620838938, max: 99.7948484951007\n", + " wind: NumPy array of shape (2208,), min: 0.6460480970824606, max: 15.318905916623295\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001375037156705647\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.146480349917907\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70886.4938555676\n", + " soilm: NumPy array of shape (2208,), min: 0.057262207555508066, max: 0.32212102614569565\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1248838929302824\n", + " groundflux: NumPy array of shape (2208,), min: 0.0012146887420843484, max: 1.6081319765160957\n", + " Ed: NumPy array of shape (2208,), min: 3.7004454705016765, max: 35.63371888526501\n", + " Ew: NumPy array of shape (2208,), min: 2.85684895353965, max: 33.405781713081254\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "HSYN1_202403\n", + " loc\n", + " STID : HSYN1\n", + " lat : 41.89722\n", + " lon : -100.31056\n", + " elev : 2873\n", + " pixel_x : 822.0031355955883\n", + " pixel_y : 402.21481944609513\n", + " RAWS\n", + " temp: NumPy array of shape (2190,), min: nan, max: nan\n", + " fm: NumPy array of shape (2190,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2190,), min: 21.082, max: 170.688\n", + " rh: NumPy array of shape (2190,), min: nan, max: nan\n", + " solar: NumPy array of shape (2190,), min: nan, max: nan\n", + " wind: NumPy array of shape (2190,), min: 0.0, max: 12.964\n", + " time_raws: NumPy array of shape (2190,), type object\n", + " hours : 2190\n", + " rain: NumPy array of shape (2190,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2190,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2190,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.7139312513872, max: 305.15312061501845\n", + " rh: NumPy array of shape (2208,), min: 6.700246486735586, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.11898462523995314, max: 16.51025948242636\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1014.9968644044117\n", + " soilm: NumPy array of shape (2208,), min: 0.027291506763488533, max: 0.260022039912881\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.42110103106267904\n", + " groundflux: NumPy array of shape (2208,), min: -217.72638171551534, max: 345.5737747749792\n", + " Ed: NumPy array of shape (2208,), min: 3.408954665865992, max: 35.971560928985504\n", + " Ew: NumPy array of shape (2208,), min: 2.4838379983144945, max: 33.724753648379114\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.9250810867821, max: 305.16500247820284\n", + " rh: NumPy array of shape (2208,), min: 5.879077931137788, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6909508454536037, max: 18.037268090208137\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00863444295943812\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.709757376601624\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1017.9975379913191\n", + " soilm: NumPy array of shape (2208,), min: 0.02729396877142649, max: 0.271510994216736\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.42110103106267904\n", + " groundflux: NumPy array of shape (2208,), min: -199.9305522191587, max: 361.90780851553393\n", + " Ed: NumPy array of shape (2208,), min: 3.320602642751366, max: 35.982171298003145\n", + " Ew: NumPy array of shape (2208,), min: 2.396677083047691, max: 33.735364017396755\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 261.006840485225, max: 305.1748730770272\n", + " rh: NumPy array of shape (2208,), min: 6.379077931137788, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7395678855750278, max: 16.487252671763535\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.007757748348293147\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.028063737418432\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 90421.10102635993\n", + " soilm: NumPy array of shape (2208,), min: 0.027294642358444365, max: 0.2911916316483363\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.42116838974941057\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.290006697715678\n", + " Ed: NumPy array of shape (2208,), min: 3.344475559273604, max: 35.979666440565346\n", + " Ew: NumPy array of shape (2208,), min: 2.424935514767418, max: 33.73285915995895\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 260.54026110548483, max: 305.1203739752956\n", + " rh: NumPy array of shape (2208,), min: 5.7790780265052195, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8581843370325918, max: 19.18676336213372\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006269939857546189\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.885040613624362\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 90323.38419286346\n", + " soilm: NumPy array of shape (2208,), min: 0.027294642358444365, max: 0.2900829341806418\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49968644045985633\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.2578271779876544\n", + " Ed: NumPy array of shape (2208,), min: 2.987485662048679, max: 35.97141579172416\n", + " Ew: NumPy array of shape (2208,), min: 2.1125477538036415, max: 33.724608511117765\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.405305150101, max: 305.27304159645206\n", + " rh: NumPy array of shape (2208,), min: 5.178764460178958, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.036487465562668, max: 19.13079101890379\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0030270039426392595\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.356663870287562\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89321.10102635992\n", + " soilm: NumPy array of shape (2208,), min: 0.027295315945462237, max: 0.2830885325014733\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.2578271779876544\n", + " Ed: NumPy array of shape (2208,), min: 3.145814406748209, max: 35.91048989976647\n", + " Ew: NumPy array of shape (2208,), min: 2.250598317476968, max: 33.66570059425697\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.0199923718547, max: 305.2781269130796\n", + " rh: NumPy array of shape (2208,), min: 5.178831819126658, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0611530865518937, max: 17.49895076034784\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00838973096145\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.119238592348957\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91142.82917183754\n", + " soilm: NumPy array of shape (2208,), min: 0.027295315945462237, max: 0.29108606333674925\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.213656229485824\n", + " Ed: NumPy array of shape (2208,), min: 3.0113122959125684, max: 35.88444889927835\n", + " Ew: NumPy array of shape (2208,), min: 2.139854238172185, max: 33.63764161867195\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "HRSN1_202403\n", + " loc\n", + " STID : HRSN1\n", + " lat : 42.72361\n", + " lon : -102.97167\n", + " elev : 4080\n", + " pixel_x : 750.3525833790357\n", + " pixel_y : 368.26036164466774\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 258.15, max: 301.48299999999995\n", + " fm: NumPy array of shape (2207,), min: 5.1, max: 25.9\n", + " precip_accum: NumPy array of shape (2207,), min: 11.938, max: 166.624\n", + " rh: NumPy array of shape (2207,), min: 10.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 1053.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 19.225\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 3.934005923333564, max: 36.55954161152882\n", + " Ew: NumPy array of shape (2207,), min: 3.0208719183106236, max: 34.312734330922424\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 256.54414847652805, max: 301.31172506318876\n", + " rh: NumPy array of shape (2208,), min: 10.841713104828324, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.13080296405050748, max: 16.504500747528443\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1024.0154584665966\n", + " soilm: NumPy array of shape (2208,), min: 0.048483825609003106, max: 0.30507128136638606\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -257.01852960021205, max: 405.9075244171436\n", + " Ed: NumPy array of shape (2208,), min: 5.133100429462722, max: 36.285288446017034\n", + " Ew: NumPy array of shape (2208,), min: 4.073952868999668, max: 34.03848116541064\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 255.67109430083863, max: 301.2557756449669\n", + " rh: NumPy array of shape (2208,), min: 10.21408852775801, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6702222748491348, max: 17.224391891644196\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004767865945192777\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.421570884832626\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1027.5366043018519\n", + " soilm: NumPy array of shape (2208,), min: 0.048483825609003106, max: 0.3053316474183826\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -255.33290503801697, max: 206.62875087560982\n", + " Ed: NumPy array of shape (2208,), min: 4.848685437229569, max: 36.218278506978535\n", + " Ew: NumPy array of shape (2208,), min: 3.8174887382832807, max: 33.97232436522944\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 254.8447576203589, max: 301.0230182211981\n", + " rh: NumPy array of shape (2208,), min: 10.432532915010015, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6894954716646352, max: 17.4282807680654\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026868684988708793\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.759769612534397\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 87280.00980646674\n", + " soilm: NumPy array of shape (2208,), min: 0.048483825609003106, max: 0.31472405400882486\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.380212709173263\n", + " Ed: NumPy array of shape (2208,), min: 4.900561339023458, max: 36.15972713118813\n", + " Ew: NumPy array of shape (2208,), min: 3.830314381074139, max: 33.91704205507309\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 254.7327320415788, max: 301.1193459253754\n", + " rh: NumPy array of shape (2208,), min: 10.06774917788032, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6889263586778867, max: 16.291185199154818\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032915596893543213\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.491391161600276\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86738.66324303769\n", + " soilm: NumPy array of shape (2208,), min: 0.048483825609003106, max: 0.3151189395058674\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3807120093356686\n", + " Ed: NumPy array of shape (2208,), min: 4.724011299681184, max: 36.18562650749136\n", + " Ew: NumPy array of shape (2208,), min: 3.6971296013972816, max: 33.93881922688496\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 255.04767197588737, max: 301.2788424439561\n", + " rh: NumPy array of shape (2208,), min: 9.040167149486361, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7073587429215275, max: 21.004205012912827\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0030083803586676314\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.856371655266436\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86510.40190176047\n", + " soilm: NumPy array of shape (2208,), min: 0.04822304186141824, max: 0.30535246168125135\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3765009730752509\n", + " Ed: NumPy array of shape (2208,), min: 4.481084747758283, max: 36.23061216880051\n", + " Ew: NumPy array of shape (2208,), min: 3.4796362552249747, max: 33.983804888194115\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 255.52763343216404, max: 301.38746692231155\n", + " rh: NumPy array of shape (2208,), min: 8.64511784496458, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6148234356304347, max: 16.069195303819804\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003426186077776251\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.228806096799214\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86306.08822552548\n", + " soilm: NumPy array of shape (2208,), min: 0.04822304186141824, max: 0.3087807906333107\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3530448543845943\n", + " Ed: NumPy array of shape (2208,), min: 4.373991378636299, max: 36.22271837358157\n", + " Ew: NumPy array of shape (2208,), min: 3.3841018582859017, max: 33.975911092975174\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "SBFN1_202403\n", + " loc\n", + " STID : SBFN1\n", + " lat : 41.82944\n", + " lon : -103.70806\n", + " elev : 4224\n", + " pixel_x : 728.0465001202801\n", + " pixel_y : 400.12723737152635\n", + " RAWS\n", + " temp: NumPy array of shape (2202,), min: nan, max: nan\n", + " fm: NumPy array of shape (2202,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2202,), min: 36.83, max: 133.096\n", + " rh: NumPy array of shape (2202,), min: nan, max: nan\n", + " solar: NumPy array of shape (2202,), min: nan, max: nan\n", + " wind: NumPy array of shape (2202,), min: nan, max: nan\n", + " time_raws: NumPy array of shape (2202,), type object\n", + " hours : 2202\n", + " rain: NumPy array of shape (2202,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2202,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2202,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.23256531752367, max: 303.990914957864\n", + " rh: NumPy array of shape (2208,), min: 8.99721095253841, max: 99.81869426759731\n", + " wind: NumPy array of shape (2208,), min: 0.16154786631119109, max: 19.044625337362284\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1026.8786791815537\n", + " soilm: NumPy array of shape (2208,), min: 0.04112132219679816, max: 0.2840015951643825\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17915955207704276\n", + " groundflux: NumPy array of shape (2208,), min: -211.21320818446245, max: 399.4675102227906\n", + " Ed: NumPy array of shape (2208,), min: 3.3781259049455477, max: 35.5156464298823\n", + " Ew: NumPy array of shape (2208,), min: 2.445656104505935, max: 33.285536847743565\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.151113825257, max: 303.91426475081994\n", + " rh: NumPy array of shape (2208,), min: 8.498351317892531, max: 97.33515416523139\n", + " wind: NumPy array of shape (2208,), min: 0.5080139288056464, max: 19.244027906025412\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016825831732127238\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.371598277113553\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1028.8786791815537\n", + " soilm: NumPy array of shape (2208,), min: 0.04112132219679816, max: 0.2850016083001325\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17915955207704276\n", + " groundflux: NumPy array of shape (2208,), min: -191.21320818446245, max: 139.5349987971986\n", + " Ed: NumPy array of shape (2208,), min: 3.0963400609261926, max: 32.45505222107467\n", + " Ew: NumPy array of shape (2208,), min: 2.2106705531439816, max: 30.424088322292164\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 261.13132927267844, max: 303.3512331998216\n", + " rh: NumPy array of shape (2208,), min: 8.09594200926832, max: 97.00027797301291\n", + " wind: NumPy array of shape (2208,), min: 0.4907607055432775, max: 17.509741771496014\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001969531472022725\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.44920159876528\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83654.36165002253\n", + " soilm: NumPy array of shape (2208,), min: 0.04112132219679816, max: 0.29094818400595784\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17915955207704276\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.544907745190871\n", + " Ed: NumPy array of shape (2208,), min: 3.127222019863786, max: 32.20295509000646\n", + " Ew: NumPy array of shape (2208,), min: 2.24488272897851, max: 30.195030783680888\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.2369037506041, max: 303.45783828064543\n", + " rh: NumPy array of shape (2208,), min: 7.566435748896595, max: 98.86330996935\n", + " wind: NumPy array of shape (2208,), min: 0.43640654150233305, max: 18.015518770297927\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004890414675121527\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.98901601360901\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81800.47856227786\n", + " soilm: NumPy array of shape (2208,), min: 0.04112132219679816, max: 0.2895371393746568\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17915955207704276\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.5640538114689333\n", + " Ed: NumPy array of shape (2208,), min: 3.301649251302747, max: 34.627249298975464\n", + " Ew: NumPy array of shape (2208,), min: 2.391024930827218, max: 32.48002496155538\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.0778731370291, max: 303.4970100822011\n", + " rh: NumPy array of shape (2208,), min: 7.457770472095346, max: 97.56640832865489\n", + " wind: NumPy array of shape (2208,), min: 0.5366039806377245, max: 18.51167016883207\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003382102789818889\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.58889309338194\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83654.36165002253\n", + " soilm: NumPy array of shape (2208,), min: 0.0411272387618685, max: 0.2981634972445471\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.18321790885752087\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.7906204201769749\n", + " Ed: NumPy array of shape (2208,), min: 3.078687182264457, max: 32.797501032473306\n", + " Ew: NumPy array of shape (2208,), min: 2.1963478913791814, max: 30.75013760804398\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 261.0674864826543, max: 303.57211019208574\n", + " rh: NumPy array of shape (2208,), min: 7.068041484049426, max: 98.18244226708352\n", + " wind: NumPy array of shape (2208,), min: 0.5195315872806779, max: 21.52733595054797\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003906897023426183\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.29489740089402\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83172.38042235318\n", + " soilm: NumPy array of shape (2208,), min: 0.04112132219679816, max: 0.32230522296332387\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19534999088292737\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.7723701086194112\n", + " Ed: NumPy array of shape (2208,), min: 3.0843982398409215, max: 33.31231349862926\n", + " Ew: NumPy array of shape (2208,), min: 2.2024432411470523, max: 31.219233714869556\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "DOHS2_202403\n", + " loc\n", + " STID : DOHS2\n", + " lat : 43.97917\n", + " lon : -103.425\n", + " elev : 4674\n", + " pixel_x : 741.0026856512527\n", + " pixel_y : 320.87992560335783\n", + " RAWS\n", + " temp: NumPy array of shape (2205,), min: 256.48299999999995, max: 300.928\n", + " fm: NumPy array of shape (2205,), min: 4.4, max: 27.0\n", + " precip_accum: NumPy array of shape (2205,), min: 24.638, max: 232.918\n", + " rh: NumPy array of shape (2205,), min: 10.0, max: 100.0\n", + " solar: NumPy array of shape (2205,), min: 0.0, max: 1017.0\n", + " wind: NumPy array of shape (2205,), min: 0.0, max: 8.046\n", + " time_raws: NumPy array of shape (2205,), type object\n", + " hours : 2205\n", + " rain: NumPy array of shape (2205,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2205,), min: 3.8460840809594354, max: 36.35956363734494\n", + " Ew: NumPy array of shape (2205,), min: 2.8983212234941007, max: 34.112756356738544\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.4267255242488, max: 300.9615533719972\n", + " rh: NumPy array of shape (2208,), min: 10.660338391297731, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.1490725452909299, max: 13.805738170190255\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1013.0006449559075\n", + " soilm: NumPy array of shape (2208,), min: 0.058037490349131575, max: 0.375423926042774\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -263.5549684332861, max: 472.694559710437\n", + " Ed: NumPy array of shape (2208,), min: 4.169035524773969, max: 36.380144882326356\n", + " Ew: NumPy array of shape (2208,), min: 3.2130922814032448, max: 34.133513368887755\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.5064138425916, max: 300.3085847994283\n", + " rh: NumPy array of shape (2208,), min: 9.861143896450924, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7230915787988419, max: 15.415639492255023\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003915109735109777\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.157431536931738\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1012.2786920139083\n", + " soilm: NumPy array of shape (2208,), min: 0.058037490349131575, max: 0.37742358146868943\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -220.26621526506662, max: 452.8535242789041\n", + " Ed: NumPy array of shape (2208,), min: 4.343259100114312, max: 36.33108855704353\n", + " Ew: NumPy array of shape (2208,), min: 3.3744778510883773, max: 34.08428127643714\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.2691477706202, max: 299.7324487174811\n", + " rh: NumPy array of shape (2208,), min: 8.700332870944147, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7129047013212596, max: 15.723170381488373\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024006015073082176\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.73432897648781\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83864.19336487036\n", + " soilm: NumPy array of shape (2208,), min: 0.058037490349131575, max: 0.37623497704684267\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01000644933541362, max: 1.9122466289645526\n", + " Ed: NumPy array of shape (2208,), min: 4.2842671184221395, max: 36.33269041536679\n", + " Ew: NumPy array of shape (2208,), min: 3.3202489337225716, max: 34.08591110402212\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.9004768444885, max: 299.5021523634702\n", + " rh: NumPy array of shape (2208,), min: 8.575244324684851, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.571928383229535, max: 13.522253004031214\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00511658727715925\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.13578563261573\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83723.64957081704\n", + " soilm: NumPy array of shape (2208,), min: 0.058037490349131575, max: 0.37758877148337927\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01000644933541362, max: 1.9011436329842815\n", + " Ed: NumPy array of shape (2208,), min: 4.174661830725114, max: 36.21915398494744\n", + " Ew: NumPy array of shape (2208,), min: 3.2285983590515634, max: 33.97234670434105\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.82042127539813, max: 299.92957513849865\n", + " rh: NumPy array of shape (2208,), min: 9.311535041994777, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6147252337822634, max: 13.70281674755578\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0062974492976032555\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 22.04690905486627\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84012.06188455035\n", + " soilm: NumPy array of shape (2208,), min: 0.05740007824246418, max: 0.38075094094679046\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010009674114879137, max: 1.850534690260082\n", + " Ed: NumPy array of shape (2208,), min: 4.18225999160107, max: 36.19655451922989\n", + " Ew: NumPy array of shape (2208,), min: 3.2357872752275787, max: 33.9497472386235\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 256.77949421013386, max: 300.1535813661034\n", + " rh: NumPy array of shape (2208,), min: 8.736494787622906, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5376146619154131, max: 14.743529081253303\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029138639258765664\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 27.933421483653017\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84615.79829770209\n", + " soilm: NumPy array of shape (2208,), min: 0.057040177694554446, max: 0.40007034493735755\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9816043215965957\n", + " Ed: NumPy array of shape (2208,), min: 4.193561793602628, max: 36.12507081411787\n", + " Ew: NumPy array of shape (2208,), min: 3.2459184074891043, max: 33.87826353351148\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "BKFS2_202403\n", + " loc\n", + " STID : BKFS2\n", + " lat : 44.15405\n", + " lon : -103.64017\n", + " elev : 5644\n", + " pixel_x : 735.6830873397894\n", + " pixel_y : 314.00302967732813\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 258.15, max: 298.15\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 26.162, max: 141.732\n", + " rh: NumPy array of shape (2207,), min: 11.0, max: 100.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 12.964\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.8509777767908595, max: 35.95960768897717\n", + " Ew: NumPy array of shape (2207,), min: 3.875934728564861, max: 33.712800408370775\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.69314661822864, max: 299.6046103479679\n", + " rh: NumPy array of shape (2208,), min: 1.013157948774456, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.209046053445694, max: 12.719517138621347\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1010.6749584509066\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.3327009752869904\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -469.4977783753022, max: 634.6469871831504\n", + " Ed: NumPy array of shape (2208,), min: 1.3899364350117063, max: 36.26830917930373\n", + " Ew: NumPy array of shape (2208,), min: 1.0817619340395737, max: 34.02150189869733\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.563675672725, max: 298.3078609928243\n", + " rh: NumPy array of shape (2208,), min: 10.530878497813772, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.786672723675634, max: 14.411397921430952\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026404915578573714\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.023502170624992\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1011.6749584509065\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.335018997297034\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -230.39063596258902, max: 240.04949963531402\n", + " Ed: NumPy array of shape (2208,), min: 5.144392997310122, max: 36.10268948123397\n", + " Ew: NumPy array of shape (2208,), min: 4.124283619100237, max: 33.86804212406696\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 255.0646142686727, max: 298.36491385518946\n", + " rh: NumPy array of shape (2208,), min: 10.462570154700545, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8065488964197286, max: 13.114303426205511\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029574214894395393\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.180518080755478\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82268.2788843743\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.3422347449304313\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.9735248945044246\n", + " Ed: NumPy array of shape (2208,), min: 5.362244188753843, max: 36.27187620108792\n", + " Ew: NumPy array of shape (2208,), min: 4.319537089580114, max: 34.02511633187837\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 255.45406809052557, max: 298.34241183220223\n", + " rh: NumPy array of shape (2208,), min: 10.699186922138924, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6159789147751918, max: 13.107310132443303\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.007862068192313346\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.373516963074676\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82467.510769893\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.35308436368194923\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010009601207284344, max: 1.937810083963907\n", + " Ed: NumPy array of shape (2208,), min: 5.207737671805625, max: 36.27043032893164\n", + " Ew: NumPy array of shape (2208,), min: 4.185423625795707, max: 34.023660145054016\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 254.5546823784231, max: 298.55132380637747\n", + " rh: NumPy array of shape (2208,), min: 11.030878497813775, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.585557097754009, max: 13.149192771830073\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003632648999139889\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.132476662219496\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82467.510769893\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.3403939396037175\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010020695118284925, max: 1.8629732783135844\n", + " Ed: NumPy array of shape (2208,), min: 5.024730375796584, max: 36.22420715045343\n", + " Ew: NumPy array of shape (2208,), min: 3.9884646421398866, max: 33.97743696657581\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 253.9044086175464, max: 298.2958357586192\n", + " rh: NumPy array of shape (2208,), min: 11.462570154700545, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3336643802012844, max: 13.121524681507228\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005328806242035893\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.454799798086384\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82273.2050863111\n", + " soilm: NumPy array of shape (2208,), min: 0.05136920533203825, max: 0.3558356301922745\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.913697130654894\n", + " Ed: NumPy array of shape (2208,), min: 4.716943572862096, max: 35.74474927449419\n", + " Ew: NumPy array of shape (2208,), min: 3.722586037213143, max: 33.49794199388779\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CRRS2_202403\n", + " loc\n", + " STID : CRRS2\n", + " lat : 43.77839\n", + " lon : -103.64058\n", + " elev : 5821\n", + " pixel_x : 734.7394963420684\n", + " pixel_y : 327.96085899091656\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 258.15, max: 297.594\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 33.782, max: 209.296\n", + " rh: NumPy array of shape (2206,), min: 11.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 9.836\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 4.4203644201174095, max: 35.95960768897717\n", + " Ew: NumPy array of shape (2206,), min: 3.4726015626520743, max: 33.712800408370775\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.67934462590745, max: 297.97227787496433\n", + " rh: NumPy array of shape (2208,), min: 10.587689437111163, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.17293434114371845, max: 13.813098475383455\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1020.2605036579316\n", + " soilm: NumPy array of shape (2208,), min: 0.05101306290584349, max: 0.3188300338933656\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4279251957892253\n", + " groundflux: NumPy array of shape (2208,), min: -288.172289398806, max: 294.7769456960592\n", + " Ed: NumPy array of shape (2208,), min: 4.385427017232076, max: 36.05353995727789\n", + " Ew: NumPy array of shape (2208,), min: 3.451592904607005, max: 33.8072065878604\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.20819041477444, max: 297.81711625821725\n", + " rh: NumPy array of shape (2208,), min: 10.989729313010884, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4974601287283665, max: 15.61529899669704\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004741139142886092\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.478192187485263\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1021.3387856760985\n", + " soilm: NumPy array of shape (2208,), min: 0.05101306290584349, max: 0.32404119237524315\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4279251957892253\n", + " groundflux: NumPy array of shape (2208,), min: -193.90514289928512, max: 245.14366230224303\n", + " Ed: NumPy array of shape (2208,), min: 4.955440653649747, max: 35.33741988109705\n", + " Ew: NumPy array of shape (2208,), min: 3.952095570970621, max: 33.15470577159617\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.640657433167, max: 297.81635822558184\n", + " rh: NumPy array of shape (2208,), min: 10.069755302653483, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.721936176201021, max: 16.727219986743183\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002331386045408836\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.92537796231231\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81703.74965140014\n", + " soilm: NumPy array of shape (2208,), min: 0.05101306290584349, max: 0.3405626282721085\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.42894483333258715\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.7651323267156398\n", + " Ed: NumPy array of shape (2208,), min: 4.838888124437981, max: 36.20469030986861\n", + " Ew: NumPy array of shape (2208,), min: 3.8494813473718743, max: 33.95788302926221\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.8687926593017, max: 297.7710396220662\n", + " rh: NumPy array of shape (2208,), min: 10.170487468125655, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3343429774772751, max: 18.51851037724017\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026042347197331992\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.53172747130222\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82280.18366994608\n", + " soilm: NumPy array of shape (2208,), min: 0.05101306290584349, max: 0.33042679580622636\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.6030816355802713\n", + " Ed: NumPy array of shape (2208,), min: 4.700570532512346, max: 36.40586918617334\n", + " Ew: NumPy array of shape (2208,), min: 3.7263344059121635, max: 34.16303483574333\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.4397496618224, max: 297.6973253725939\n", + " rh: NumPy array of shape (2208,), min: 9.995518234098546, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6118347786276596, max: 14.870507869751545\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003122984585994951\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.746366143901334\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81706.64411470434\n", + " soilm: NumPy array of shape (2208,), min: 0.05101306290584349, max: 0.32777826546497335\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.608581149824574\n", + " Ed: NumPy array of shape (2208,), min: 4.706908685902836, max: 36.33187377495203\n", + " Ew: NumPy array of shape (2208,), min: 3.7305893432316477, max: 34.08828406472705\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.50063365852606, max: 297.55562375490376\n", + " rh: NumPy array of shape (2208,), min: 10.376276226082208, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5791996070237985, max: 17.33012208271697\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0031346924160656495\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.444101923412784\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81706.64411470434\n", + " soilm: NumPy array of shape (2208,), min: 0.05101306290584349, max: 0.33596443096671413\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.6718341122062514\n", + " Ed: NumPy array of shape (2208,), min: 4.642811320752488, max: 36.04944779642347\n", + " Ew: NumPy array of shape (2208,), min: 3.6729117502817923, max: 33.804964808979896\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "NMOS2_202403\n", + " loc\n", + " STID : NMOS2\n", + " lat : 44.19\n", + " lon : -103.51056\n", + " elev : 4644\n", + " pixel_x : 739.2271051843295\n", + " pixel_y : 312.8951082036629\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 251.48299999999998, max: 300.37199999999996\n", + " fm: NumPy array of shape (2206,), min: 4.6, max: 26.3\n", + " precip_accum: NumPy array of shape (2206,), min: 19.558, max: 215.392\n", + " rh: NumPy array of shape (2206,), min: 9.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 7.151\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 3.6606879656144127, max: 33.95946795078519\n", + " Ew: NumPy array of shape (2206,), min: 2.747553960591472, max: 31.712660670178796\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.090549033455, max: 300.9356418482191\n", + " rh: NumPy array of shape (2208,), min: 10.081531300914843, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.20940862588130152, max: 13.67668046306059\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1003.233605063416\n", + " soilm: NumPy array of shape (2208,), min: 0.05854549067239296, max: 0.35073360509381185\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -553.588299602737, max: 633.7962958438305\n", + " Ed: NumPy array of shape (2208,), min: 4.232385941360198, max: 36.19453433236239\n", + " Ew: NumPy array of shape (2208,), min: 3.253168091989538, max: 33.94772705175599\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.93115427747756, max: 299.8356947311911\n", + " rh: NumPy array of shape (2208,), min: 9.670392378515817, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.566506849889893, max: 15.11604884442437\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002349376518273257\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.204414554054395\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1005.3146753890112\n", + " soilm: NumPy array of shape (2208,), min: 0.059325501086846186, max: 0.3517097940892193\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -384.9488690746744, max: 240.06499879086454\n", + " Ed: NumPy array of shape (2208,), min: 4.59416165015737, max: 36.13522212896269\n", + " Ew: NumPy array of shape (2208,), min: 3.610300224973207, max: 33.901654928989565\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 255.23350182325225, max: 299.82512406552956\n", + " rh: NumPy array of shape (2208,), min: 9.619246477642738, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.682242551569725, max: 13.138528145173556\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026236074012447024\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.534436339133645\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83771.87519951005\n", + " soilm: NumPy array of shape (2208,), min: 0.059325501086846186, max: 0.3704523608344887\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010238214478575931, max: 1.8292958943752127\n", + " Ed: NumPy array of shape (2208,), min: 4.652168853241024, max: 36.22830701103548\n", + " Ew: NumPy array of shape (2208,), min: 3.657528369133733, max: 33.98149973042909\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 254.4804896868136, max: 299.7602470014636\n", + " rh: NumPy array of shape (2208,), min: 9.952446470373133, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7238048457478131, max: 12.948851984899557\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00643013164261083\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.87767765154695\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83442.97041242645\n", + " soilm: NumPy array of shape (2208,), min: 0.059325501086846186, max: 0.3655386510065163\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010952858540485038, max: 1.800533933658401\n", + " Ed: NumPy array of shape (2208,), min: 4.761636541639014, max: 36.196203701247846\n", + " Ew: NumPy array of shape (2208,), min: 3.7256375350438167, max: 33.95231742782834\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.65470231657713, max: 299.8410778653393\n", + " rh: NumPy array of shape (2208,), min: 10.436791737175255, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.39649159046508586, max: 13.210484443212817\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005960103313618755\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.433911486224954\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83085.26901193785\n", + " soilm: NumPy array of shape (2208,), min: 0.059325501086846186, max: 0.3819264336569921\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010476429180669284, max: 1.771861092117441\n", + " Ed: NumPy array of shape (2208,), min: 4.500574593946655, max: 35.991918053429956\n", + " Ew: NumPy array of shape (2208,), min: 3.4992128853871396, max: 33.762824612187615\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 255.8026452029918, max: 299.69757479297505\n", + " rh: NumPy array of shape (2208,), min: 10.136791546440392, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7094800223131554, max: 13.671582106182038\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0044538394450528065\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 30.53048180765915\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83015.45840002809\n", + " soilm: NumPy array of shape (2208,), min: 0.059325501086846186, max: 0.394044317466408\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010810703014314943, max: 1.9271980746266453\n", + " Ed: NumPy array of shape (2208,), min: 4.116726421838494, max: 35.981793243186466\n", + " Ew: NumPy array of shape (2208,), min: 3.156898866432419, max: 33.73498596258007\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "RDCS2_202403\n", + " loc\n", + " STID : RDCS2\n", + " lat : 43.42583\n", + " lon : -103.75889\n", + " elev : 4644\n", + " pixel_x : 730.6749838222044\n", + " pixel_y : 340.8378895837425\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 258.70599999999996, max: 301.48299999999995\n", + " fm: NumPy array of shape (2206,), min: 5.3, max: 26.7\n", + " precip_accum: NumPy array of shape (2206,), min: 17.526, max: 238.76\n", + " rh: NumPy array of shape (2206,), min: 10.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: 0.0, max: 950.0\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 8.941\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 3.9896218665172523, max: 36.059506676980824\n", + " Ew: NumPy array of shape (2206,), min: 3.0418590090519175, max: 33.81269939637443\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.52837558722155, max: 301.07190510986123\n", + " rh: NumPy array of shape (2208,), min: 9.719349523660673, max: 99.6180749509585\n", + " wind: NumPy array of shape (2208,), min: 0.20597203915703358, max: 17.099628996069715\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1013.0265421571743\n", + " soilm: NumPy array of shape (2208,), min: 0.04534267630597476, max: 0.29384302890033187\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49473114952676\n", + " groundflux: NumPy array of shape (2208,), min: -220.56733400511757, max: 170.26542157174276\n", + " Ed: NumPy array of shape (2208,), min: 4.33859049441399, max: 35.317715328795636\n", + " Ew: NumPy array of shape (2208,), min: 3.366959184991763, max: 33.13160467216868\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.49297232990114, max: 301.032043820459\n", + " rh: NumPy array of shape (2208,), min: 9.527471578965784, max: 99.42870519414585\n", + " wind: NumPy array of shape (2208,), min: 0.4925690307234576, max: 18.173638261519855\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015603774396023404\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.14609190866075\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1015.4609802433545\n", + " soilm: NumPy array of shape (2208,), min: 0.04545209802848086, max: 0.2952774614659548\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49473114952676\n", + " groundflux: NumPy array of shape (2208,), min: -193.29061070434526, max: 163.51558334969923\n", + " Ed: NumPy array of shape (2208,), min: 4.1149874651297225, max: 34.954227538427\n", + " Ew: NumPy array of shape (2208,), min: 3.167511886452782, max: 32.758967991759235\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.3492819104941, max: 301.1165551933535\n", + " rh: NumPy array of shape (2208,), min: 9.05671547603114, max: 99.36006343379748\n", + " wind: NumPy array of shape (2208,), min: 0.5901483546136492, max: 18.672422830714396\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017012812809974259\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.066017002054629\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85221.44031176547\n", + " soilm: NumPy array of shape (2208,), min: 0.04545209802848086, max: 0.2868572186717224\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49473114952676\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.343370770313393\n", + " Ed: NumPy array of shape (2208,), min: 4.088644859426488, max: 35.13080816744501\n", + " Ew: NumPy array of shape (2208,), min: 3.149505799152088, max: 32.95581994589175\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.1022950249884, max: 300.8350884268014\n", + " rh: NumPy array of shape (2208,), min: 9.021718578088208, max: 99.54567626301174\n", + " wind: NumPy array of shape (2208,), min: 0.7863455174354961, max: 16.90268117537096\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002145938909322974\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.51868338838397\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85321.44031176547\n", + " soilm: NumPy array of shape (2208,), min: 0.04545209802848086, max: 0.2902859526283963\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49473114952676\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3871882917290805\n", + " Ed: NumPy array of shape (2208,), min: 4.017907982080614, max: 35.3275998057739\n", + " Ew: NumPy array of shape (2208,), min: 3.0738481152623907, max: 33.12279150545178\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.9368780895333, max: 300.610293356447\n", + " rh: NumPy array of shape (2208,), min: 8.489216836324811, max: 99.48277453089807\n", + " wind: NumPy array of shape (2208,), min: 0.7386618583270496, max: 17.623925483848005\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0034565905378648675\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.26540583514625\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86335.19578737748\n", + " soilm: NumPy array of shape (2208,), min: 0.04518056575747108, max: 0.29563843558187575\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49473114952676\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.357437834767485\n", + " Ed: NumPy array of shape (2208,), min: 3.7528498356786484, max: 35.4966307725022\n", + " Ew: NumPy array of shape (2208,), min: 2.844025846795812, max: 33.296624963010686\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.986727218821, max: 300.687807131819\n", + " rh: NumPy array of shape (2208,), min: 8.329807802870574, max: 99.85247241914479\n", + " wind: NumPy array of shape (2208,), min: 0.5772710114896759, max: 18.301255131668963\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003910689337341742\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.891619498121948\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84048.67307875774\n", + " soilm: NumPy array of shape (2208,), min: 0.04518056575747108, max: 0.3006523989856985\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49473114952676\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.45926795934604\n", + " Ed: NumPy array of shape (2208,), min: 3.687232420608827, max: 35.9369562526145\n", + " Ew: NumPy array of shape (2208,), min: 2.7833906463713074, max: 33.70376000805923\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TGSK1_202403\n", + " loc\n", + " STID : TGSK1\n", + " lat : 38.435\n", + " lon : -96.56056\n", + " elev : 1231\n", + " pixel_x : 926.9491453899371\n", + " pixel_y : 531.6680572830363\n", + " RAWS\n", + " temp: NumPy array of shape (2205,), min: nan, max: nan\n", + " fm: NumPy array of shape (2205,), min: 5.6, max: 26.5\n", + " precip_accum: NumPy array of shape (2205,), min: 76.708, max: 298.45\n", + " rh: NumPy array of shape (2205,), min: 3.0, max: 100.0\n", + " solar: NumPy array of shape (2205,), min: nan, max: nan\n", + " wind: NumPy array of shape (2205,), min: 0.0, max: 16.987\n", + " time_raws: NumPy array of shape (2205,), type object\n", + " hours : 2205\n", + " rain: NumPy array of shape (2205,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2205,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2205,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.29606302423906, max: 305.68910462493966\n", + " rh: NumPy array of shape (2208,), min: 13.084584816976097, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.10614091456294023, max: 16.491042164875743\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1015.0168808174344\n", + " soilm: NumPy array of shape (2208,), min: 0.06668057382087289, max: 0.42318553218926813\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.25832289660810104\n", + " groundflux: NumPy array of shape (2208,), min: -290.81841515758356, max: 191.8355073588407\n", + " Ed: NumPy array of shape (2208,), min: 4.753772746058817, max: 33.02431883359744\n", + " Ew: NumPy array of shape (2208,), min: 3.717691684192843, max: 30.777511552991047\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.07768417851776, max: 305.78060654337065\n", + " rh: NumPy array of shape (2208,), min: 12.112276264225144, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.651929446003872, max: 17.138774904919394\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.008239596891334891\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.718789934032507\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1015.0168808174344\n", + " soilm: NumPy array of shape (2208,), min: 0.06668057382087289, max: 0.42710071146935513\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.25832289660810104\n", + " groundflux: NumPy array of shape (2208,), min: -159.85397716933542, max: 146.6805728303632\n", + " Ed: NumPy array of shape (2208,), min: 4.632645070871489, max: 34.79551350524165\n", + " Ew: NumPy array of shape (2208,), min: 3.6205428342169075, max: 32.548706224635254\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.46730203063936, max: 305.7081844363431\n", + " rh: NumPy array of shape (2208,), min: 13.302980079890109, max: 99.9713026618777\n", + " wind: NumPy array of shape (2208,), min: 0.6580790028519254, max: 21.205776377355164\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005296436478900204\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 23.463380862788615\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 96228.10881069009\n", + " soilm: NumPy array of shape (2208,), min: 0.06668057382087289, max: 0.456062216730185\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2634903440561707\n", + " Ed: NumPy array of shape (2208,), min: 4.697050680018441, max: 34.68276147891777\n", + " Ew: NumPy array of shape (2208,), min: 3.679294535196384, max: 32.46044596012691\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 266.1622212431016, max: 305.72853766343735\n", + " rh: NumPy array of shape (2208,), min: 13.086432076934084, max: 99.5589128599127\n", + " wind: NumPy array of shape (2208,), min: 0.4084188234819225, max: 25.60435072139682\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003903980366500191\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 28.65115560765713\n", + " solar: NumPy array of shape (2208,), min: 8600.0, max: 96128.10881069009\n", + " soilm: NumPy array of shape (2208,), min: 0.06668057382087289, max: 0.4433722923193475\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.007286019137513415, max: 1.2503397376022853\n", + " Ed: NumPy array of shape (2208,), min: 4.631109659069528, max: 32.741034328045245\n", + " Ew: NumPy array of shape (2208,), min: 3.6194266783790843, max: 30.534298779769756\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 266.32379407530306, max: 305.7533585727717\n", + " rh: NumPy array of shape (2208,), min: 12.78982927842204, max: 99.59042097285084\n", + " wind: NumPy array of shape (2208,), min: 0.5429740915430207, max: 23.594760196310766\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006480375702835212\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 28.853080141973685\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 96123.02334968379\n", + " soilm: NumPy array of shape (2208,), min: 0.06668057382087289, max: 0.44207891643229674\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4255043503218254\n", + " Ed: NumPy array of shape (2208,), min: 4.5581184999784385, max: 32.97446073073415\n", + " Ew: NumPy array of shape (2208,), min: 3.5549130656598797, max: 30.76854389253593\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 266.398420424733, max: 305.889242438083\n", + " rh: NumPy array of shape (2208,), min: 11.821612632875832, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7882807583705306, max: 26.33639217413485\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.019540201522417207\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 29.19374624179339\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 96128.10881069009\n", + " soilm: NumPy array of shape (2208,), min: 0.06668057382087289, max: 0.473825811415173\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2745074257507096\n", + " Ed: NumPy array of shape (2208,), min: 4.2765717287756075, max: 35.238869285226535\n", + " Ew: NumPy array of shape (2208,), min: 3.302397654331588, max: 33.00542118115719\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "QNRK1_202403\n", + " loc\n", + " STID : QNRK1\n", + " lat : 38.144\n", + " lon : -98.47842\n", + " elev : 1768\n", + " pixel_x : 871.1512480431985\n", + " pixel_y : 542.4420363385562\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 264.26099999999997, max: 308.15\n", + " fm: NumPy array of shape (2207,), min: 5.1, max: 26.3\n", + " precip_accum: NumPy array of shape (2207,), min: 35.56, max: 136.652\n", + " rh: NumPy array of shape (2207,), min: 8.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 1001.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 15.644\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 2.288220410882846, max: 35.25959478024529\n", + " Ew: NumPy array of shape (2207,), min: 1.4542212734813182, max: 33.0127874996389\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 267.46365590195444, max: 306.99106672650066\n", + " rh: NumPy array of shape (2208,), min: 9.759099215882678, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3539545713209182, max: 18.23289348852855\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1027.0\n", + " soilm: NumPy array of shape (2208,), min: 0.0439156124038794, max: 0.36881916313622887\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -304.5374412959552, max: 235.93031222923702\n", + " Ed: NumPy array of shape (2208,), min: 2.867413435806983, max: 35.41505627427887\n", + " Ew: NumPy array of shape (2208,), min: 1.955285484038947, max: 33.16824899367248\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 267.43317685014273, max: 306.7017296296568\n", + " rh: NumPy array of shape (2208,), min: 9.647611925609853, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8373787665696071, max: 18.855791651093362\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.012614562315873884\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.986587644458723\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1027.1512480431986\n", + " soilm: NumPy array of shape (2208,), min: 0.0439156124038794, max: 0.3738544918071374\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -179.01606457852475, max: 133.69353217626278\n", + " Ed: NumPy array of shape (2208,), min: 2.8176251792441422, max: 34.98518171070637\n", + " Ew: NumPy array of shape (2208,), min: 1.9174124315171657, max: 32.73837443009998\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 267.2267328138039, max: 306.6368564448529\n", + " rh: NumPy array of shape (2208,), min: 9.945455016904024, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6983007447852188, max: 17.671565124860333\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006277973586538014\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.652918322799383\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 92837.5179207327\n", + " soilm: NumPy array of shape (2208,), min: 0.0439156124038794, max: 0.3208417301727613\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4088028514402553\n", + " Ed: NumPy array of shape (2208,), min: 2.8878277018361467, max: 35.0063841470765\n", + " Ew: NumPy array of shape (2208,), min: 1.9766679768239883, max: 32.759576866470105\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 267.04886750553476, max: 306.80682022744975\n", + " rh: NumPy array of shape (2208,), min: 10.480611975657327, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.555172135354745, max: 21.36241857614779\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.017425642671610293\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.305017462388776\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 92900.0\n", + " soilm: NumPy array of shape (2208,), min: 0.04400000348687172, max: 0.32989764303615127\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4176435697802066\n", + " Ed: NumPy array of shape (2208,), min: 3.029255301514671, max: 34.93119447907509\n", + " Ew: NumPy array of shape (2208,), min: 2.0991168133203466, max: 32.6843871984687\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 267.1052930910501, max: 306.8008653562155\n", + " rh: NumPy array of shape (2208,), min: 10.317108066544554, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.333478418984677, max: 20.98735987521166\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005694752915272985\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 28.769021770230033\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 92937.5179207327\n", + " soilm: NumPy array of shape (2208,), min: 0.04400000348687172, max: 0.30044538170789953\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.447643541169977\n", + " Ed: NumPy array of shape (2208,), min: 3.0872874757991964, max: 34.87977696823714\n", + " Ew: NumPy array of shape (2208,), min: 2.152101591770401, max: 32.63296968763074\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 267.0715233346281, max: 306.87816638160615\n", + " rh: NumPy array of shape (2208,), min: 10.458448031699483, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6506169089183391, max: 23.776359336549476\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0236621066911541\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 33.19136273743526\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 93006.54234726133\n", + " soilm: NumPy array of shape (2208,), min: 0.04354043243623002, max: 0.3503683552465903\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.412907846801803\n", + " Ed: NumPy array of shape (2208,), min: 3.1145569764141072, max: 34.905475038309966\n", + " Ew: NumPy array of shape (2208,), min: 2.185187580716602, max: 32.658667757703576\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "RESN1_202403\n", + " loc\n", + " STID : RESN1\n", + " lat : 41.76111\n", + " lon : -102.43778\n", + " elev : 3900\n", + " pixel_x : 762.9903447736008\n", + " pixel_y : 404.78725444980057\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 259.26099999999997, max: 303.15\n", + " fm: NumPy array of shape (2207,), min: 5.8, max: 26.0\n", + " precip_accum: NumPy array of shape (2207,), min: 20.32, max: 162.052\n", + " rh: NumPy array of shape (2207,), min: 7.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 1075.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 16.987\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 3.13152336020969, max: 36.85959857189293\n", + " Ew: NumPy array of shape (2207,), min: 2.343250237884001, max: 34.61279129128654\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.1729417759972, max: 303.63826243084003\n", + " rh: NumPy array of shape (2208,), min: 1.0, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.20727331797988205, max: 16.95094874428608\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1026.0096552263992\n", + " soilm: NumPy array of shape (2208,), min: 0.016758289654855353, max: 0.22194679099887632\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1796909703542157\n", + " groundflux: NumPy array of shape (2208,), min: -219.90344773600782, max: 257.8725444980057\n", + " Ed: NumPy array of shape (2208,), min: 0.817460620324606, max: 35.86213388181002\n", + " Ew: NumPy array of shape (2208,), min: 0.5114108876332925, max: 33.61532660120362\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.9467454869347, max: 303.4273285146996\n", + " rh: NumPy array of shape (2208,), min: 5.546000440509152, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5517449171454558, max: 17.577913313377877\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002475972688839181\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.263814801781601\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1031.7969096761997\n", + " soilm: NumPy array of shape (2208,), min: 0.016976582254329735, max: 0.2231650859182447\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1796909703542157\n", + " groundflux: NumPy array of shape (2208,), min: -212.0309032380021, max: 180.0\n", + " Ed: NumPy array of shape (2208,), min: 2.5275982562943113, max: 35.83815537064452\n", + " Ew: NumPy array of shape (2208,), min: 1.796505258898743, max: 33.591348090038124\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.8498216588097, max: 303.20024882686704\n", + " rh: NumPy array of shape (2208,), min: 6.112165910018451, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3223882534552345, max: 17.98429451473032\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021764817217516212\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.882852187847252\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89177.96533298539\n", + " soilm: NumPy array of shape (2208,), min: 0.017966927190260676, max: 0.2186092746639632\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1796909703542157\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2597924981272646\n", + " Ed: NumPy array of shape (2208,), min: 2.7175765463453234, max: 35.81349828999598\n", + " Ew: NumPy array of shape (2208,), min: 1.93970604603228, max: 33.56669100938958\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.73258002356596, max: 303.3296073254483\n", + " rh: NumPy array of shape (2208,), min: 6.206927384177177, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4725227408881964, max: 18.024707948704833\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0033629215923230544\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.94426742077718\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89277.96533298539\n", + " soilm: NumPy array of shape (2208,), min: 0.018187273896524355, max: 0.21899054158609518\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17872544764327372\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.249827436701111\n", + " Ed: NumPy array of shape (2208,), min: 2.6425001570556446, max: 35.81020040276797\n", + " Ew: NumPy array of shape (2208,), min: 1.8941886910091297, max: 33.56339312216157\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.58438666419096, max: 303.36862045462976\n", + " rh: NumPy array of shape (2208,), min: 5.541558618084233, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.36282547425920625, max: 18.553823795979827\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006244163627493586\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.050948231739742\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89177.96533298539\n", + " soilm: NumPy array of shape (2208,), min: 0.019185219953647834, max: 0.21944524564000625\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17893085829159477\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3357244661781857\n", + " Ed: NumPy array of shape (2208,), min: 2.6162527875402284, max: 35.826540917274336\n", + " Ew: NumPy array of shape (2208,), min: 1.8727917613065066, max: 33.57973363666794\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.63939471848806, max: 303.27352275809557\n", + " rh: NumPy array of shape (2208,), min: 5.186412960715993, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5770219242566895, max: 21.471754141251754\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003474773767455125\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.569712566212253\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89078.17074363066\n", + " soilm: NumPy array of shape (2208,), min: 0.019212746836768685, max: 0.22501919583050586\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17893085829159477\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4066532744393452\n", + " Ed: NumPy array of shape (2208,), min: 2.733073323463201, max: 35.810918516938564\n", + " Ew: NumPy array of shape (2208,), min: 1.966146641975846, max: 33.56411123633217\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "VRFN1_202403\n", + " loc\n", + " STID : VRFN1\n", + " lat : 42.48389\n", + " lon : -100.52306\n", + " elev : 2927\n", + " pixel_x : 816.8483338614449\n", + " pixel_y : 380.24868527793376\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 259.26099999999997, max: 305.37199999999996\n", + " fm: NumPy array of shape (2207,), min: 4.1, max: 26.8\n", + " precip_accum: NumPy array of shape (2207,), min: 19.812, max: 163.068\n", + " rh: NumPy array of shape (2207,), min: 7.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 15.202\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 2.8295532739067832, max: 35.85952870279694\n", + " Ew: NumPy array of shape (2207,), min: 1.9955541365052556, max: 33.612721422190546\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.5407224754113, max: 304.3720199589118\n", + " rh: NumPy array of shape (2208,), min: 7.4864466438629895, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.2643901618539646, max: 14.969299294960628\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1012.0970191393787\n", + " soilm: NumPy array of shape (2208,), min: 0.01719719779655557, max: 0.24760557338242636\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4097019193200485\n", + " groundflux: NumPy array of shape (2208,), min: -309.1465183571318, max: 382.0780958051081\n", + " Ed: NumPy array of shape (2208,), min: 3.533641958832284, max: 36.07323469065504\n", + " Ew: NumPy array of shape (2208,), min: 2.6049287578038864, max: 33.826427410048645\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.69900532000855, max: 304.405044182568\n", + " rh: NumPy array of shape (2208,), min: 6.8772103165543985, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.936346984179958, max: 15.66763768682364\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0053961788595450685\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.517325694049946\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1011.893066967974\n", + " soilm: NumPy array of shape (2208,), min: 0.01719719779655557, max: 0.2508711796784848\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4097019193200485\n", + " groundflux: NumPy array of shape (2208,), min: -314.6124861060028, max: 304.7402860568389\n", + " Ed: NumPy array of shape (2208,), min: 3.39547614082678, max: 36.0659275123299\n", + " Ew: NumPy array of shape (2208,), min: 2.490472171716905, max: 33.8191202317235\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.1872461344253, max: 304.45017356135776\n", + " rh: NumPy array of shape (2208,), min: 7.3020788616636105, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.739146183154131, max: 14.887256893195325\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0033225535468083263\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.91236770854752\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91036.26342806692\n", + " soilm: NumPy array of shape (2208,), min: 0.01719719779655557, max: 0.24127918306124893\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4097019193200485\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2502633814515314\n", + " Ed: NumPy array of shape (2208,), min: 3.5407360914737067, max: 36.09629814127111\n", + " Ew: NumPy array of shape (2208,), min: 2.5838976728226557, max: 33.85089992955125\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.4949224419495, max: 304.4357062790866\n", + " rh: NumPy array of shape (2208,), min: 6.977210221186967, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6671869267867265, max: 17.511698821463106\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0031484708035883395\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.086317042835574\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91036.26342806692\n", + " soilm: NumPy array of shape (2208,), min: 0.01719719779655557, max: 0.23990427918706386\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4097019193200485\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.242326538478048\n", + " Ed: NumPy array of shape (2208,), min: 3.477176660599015, max: 36.08804749257584\n", + " Ew: NumPy array of shape (2208,), min: 2.539574302209621, max: 33.842649280855966\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.7217290825745, max: 304.44452087733134\n", + " rh: NumPy array of shape (2208,), min: 6.802078861663611, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9032515851141909, max: 18.80947489902421\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024361524448377183\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 23.131602514334148\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91136.26342806692\n", + " soilm: NumPy array of shape (2208,), min: 0.01719719779655557, max: 0.22881567451638915\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4848333870484878\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.241402879928926\n", + " Ed: NumPy array of shape (2208,), min: 3.375446083157585, max: 36.04787166496574\n", + " Ew: NumPy array of shape (2208,), min: 2.4430641461476794, max: 33.80106438435934\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.77436252223487, max: 304.6517159321898\n", + " rh: NumPy array of shape (2208,), min: 6.68860534236066, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9993889503550158, max: 16.13134679736334\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003144272217156595\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 23.131602514334148\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91032.49171448493\n", + " soilm: NumPy array of shape (2208,), min: 0.01719719779655557, max: 0.22075685028558842\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4848333870484878\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2488089232874222\n", + " Ed: NumPy array of shape (2208,), min: 3.301724929023071, max: 36.039591531548716\n", + " Ew: NumPy array of shape (2208,), min: 2.39453556777372, max: 33.79278425094232\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "KSHC2_202403\n", + " loc\n", + " STID : KSHC2\n", + " lat : 39.41083\n", + " lon : -105.74972\n", + " elev : 10200\n", + " pixel_x : 663.7047290532987\n", + " pixel_y : 485.05308605166624\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 259.26099999999997, max: 292.039\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 40.386, max: 130.81\n", + " rh: NumPy array of shape (2206,), min: nan, max: nan\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 13.412\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2206,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.42321324591944, max: 287.65887957816653\n", + " rh: NumPy array of shape (2208,), min: 9.390637130288303, max: 99.95611071930345\n", + " wind: NumPy array of shape (2208,), min: 0.5091749225824705, max: 17.263633662391417\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1107.4702038704322\n", + " soilm: NumPy array of shape (2208,), min: 0.06635326876358598, max: 0.36914419602907894\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3984325291806809\n", + " groundflux: NumPy array of shape (2208,), min: -433.67875620775953, max: 758.3129144239597\n", + " Ed: NumPy array of shape (2208,), min: 5.40622545581986, max: 36.48859032053916\n", + " Ew: NumPy array of shape (2208,), min: 4.515682131249441, max: 34.25084636362192\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.56238856046656, max: 287.6207987162654\n", + " rh: NumPy array of shape (2208,), min: 10.678554701313537, max: 99.81999559996697\n", + " wind: NumPy array of shape (2208,), min: 1.0405700734871068, max: 19.3016320259605\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019409546443428533\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.625317639997367\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1110.1966694379328\n", + " soilm: NumPy array of shape (2208,), min: 0.06635326876358598, max: 0.36914419602907894\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3984325291806809\n", + " groundflux: NumPy array of shape (2208,), min: -398.4827437405639, max: 235.6248926750398\n", + " Ed: NumPy array of shape (2208,), min: 6.220390701420992, max: 36.229593917863006\n", + " Ew: NumPy array of shape (2208,), min: 5.2535154349296125, max: 33.99936562340667\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.4806819978636, max: 287.6918900453974\n", + " rh: NumPy array of shape (2208,), min: 9.558852814075077, max: 99.55026353444458\n", + " wind: NumPy array of shape (2208,), min: 0.8569450802803679, max: 17.734570630965813\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019090496485996583\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.902994699609885\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66449.77375494043\n", + " soilm: NumPy array of shape (2208,), min: 0.06635326876358598, max: 0.36840810702741644\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3984325291806809\n", + " groundflux: NumPy array of shape (2208,), min: 0.010687607965097004, max: 2.4124272846064603\n", + " Ed: NumPy array of shape (2208,), min: 5.554411879167413, max: 35.899228418051\n", + " Ew: NumPy array of shape (2208,), min: 4.645983005017163, max: 33.726248541503956\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.0227295291535, max: 288.02615921392237\n", + " rh: NumPy array of shape (2208,), min: 8.676343457337305, max: 99.50570213850246\n", + " wind: NumPy array of shape (2208,), min: 0.7249271098804634, max: 18.40904713196061\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018877708011132528\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.874829683509025\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 65484.7658120793\n", + " soilm: NumPy array of shape (2208,), min: 0.06635326876358598, max: 0.36520173069126777\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3984325291806809\n", + " groundflux: NumPy array of shape (2208,), min: 0.011314598729564198, max: 2.2801743337709515\n", + " Ed: NumPy array of shape (2208,), min: 5.103844026727343, max: 35.74579704494262\n", + " Ew: NumPy array of shape (2208,), min: 4.2414233374006, max: 33.59879351492729\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.0884917645745, max: 288.99577575961194\n", + " rh: NumPy array of shape (2208,), min: 8.217904563473523, max: 99.46475370911975\n", + " wind: NumPy array of shape (2208,), min: 0.9666673750331853, max: 17.40657695565967\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017777687065895188\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.941872899302847\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66243.94034449675\n", + " soilm: NumPy array of shape (2208,), min: 0.06635326876358598, max: 0.3640854538260739\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3984325291806809\n", + " groundflux: NumPy array of shape (2208,), min: 0.010156747460300248, max: 2.294662545091577\n", + " Ed: NumPy array of shape (2208,), min: 4.8906855024831435, max: 35.81359841726649\n", + " Ew: NumPy array of shape (2208,), min: 4.047325077821112, max: 33.652239705063685\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.0103349763455, max: 288.51653516101686\n", + " rh: NumPy array of shape (2208,), min: 7.754762643680464, max: 99.39635824927228\n", + " wind: NumPy array of shape (2208,), min: 0.6515169073317093, max: 17.760905827095527\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002318294696501337\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.823561433269486\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 65876.39815004347\n", + " soilm: NumPy array of shape (2208,), min: 0.06635326876358598, max: 0.36203896006709263\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39686505216732504\n", + " groundflux: NumPy array of shape (2208,), min: 0.010313495144117913, max: 2.477979105314685\n", + " Ed: NumPy array of shape (2208,), min: 4.674910126280571, max: 35.72280086950818\n", + " Ew: NumPy array of shape (2208,), min: 3.8516921129449644, max: 33.530367805741705\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TR563_202403\n", + " loc\n", + " STID : TR563\n", + " lat : 38.96111\n", + " lon : -105.40778\n", + " elev : 8854\n", + " pixel_x : 672.0301744941454\n", + " pixel_y : 502.5208340592966\n", + " RAWS\n", + " temp: NumPy array of shape (2202,), min: 260.37199999999996, max: 295.928\n", + " fm: NumPy array of shape (2202,), min: 3.6, max: 25.7\n", + " precip_accum: NumPy array of shape (2202,), min: 33.274, max: 117.094\n", + " rh: NumPy array of shape (2202,), min: 8.0, max: 99.0\n", + " solar: NumPy array of shape (2202,), min: 0.0, max: 1098.0\n", + " wind: NumPy array of shape (2202,), min: 0.0, max: 9.389\n", + " time_raws: NumPy array of shape (2202,), type object\n", + " hours : 2202\n", + " rain: NumPy array of shape (2202,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2202,), min: 4.092699376486842, max: 34.67027404068059\n", + " Ew: NumPy array of shape (2202,), min: 3.2587002390853144, max: 32.51169937733213\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.65910834704243, max: 294.804353490538\n", + " rh: NumPy array of shape (2208,), min: 4.588849353766096, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.2682108970015011, max: 14.192219209524206\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1095.9698255058547\n", + " soilm: NumPy array of shape (2208,), min: 0.05304328516388686, max: 0.2821628926981305\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4939651015306282\n", + " groundflux: NumPy array of shape (2208,), min: -252.3184005669092, max: 526.6496962139731\n", + " Ed: NumPy array of shape (2208,), min: 3.439501098691465, max: 35.9161778938337\n", + " Ew: NumPy array of shape (2208,), min: 2.7859434954032993, max: 33.66937061322731\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.87849746182485, max: 295.1608501722429\n", + " rh: NumPy array of shape (2208,), min: 2.4985541423916358, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.9561816931668116, max: 15.73865809925671\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001699748445060205\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.978387874939912\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1099.0012573144006\n", + " soilm: NumPy array of shape (2208,), min: 0.05304328516388686, max: 0.2831628936728855\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4939651015306282\n", + " groundflux: NumPy array of shape (2208,), min: -276.83346132050013, max: 298.9391816447137\n", + " Ed: NumPy array of shape (2208,), min: 2.206800173052277, max: 35.63317586176514\n", + " Ew: NumPy array of shape (2208,), min: 1.717591214910462, max: 33.38636858115875\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.3483159854136, max: 295.06044596365695\n", + " rh: NumPy array of shape (2208,), min: 3.233251690806446, max: 99.52938357194672\n", + " wind: NumPy array of shape (2208,), min: 0.7190858109958722, max: 16.999387251535516\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019207061084443012\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.7434551354306285\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72695.94007533994\n", + " soilm: NumPy array of shape (2208,), min: 0.05304328516388686, max: 0.2841888482005425\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4939651015306282\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5823450757117408\n", + " Ed: NumPy array of shape (2208,), min: 2.7066676637967313, max: 35.148592456775965\n", + " Ew: NumPy array of shape (2208,), min: 2.1521428972322845, max: 32.94447339343519\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.77980448293573, max: 295.3539313826314\n", + " rh: NumPy array of shape (2208,), min: 4.989924030360858, max: 99.3418839880323\n", + " wind: NumPy array of shape (2208,), min: 0.8098716894663219, max: 15.166085970550423\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0010014457909796478\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.942092541080603\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72981.4196319306\n", + " soilm: NumPy array of shape (2208,), min: 0.05304328516388686, max: 0.2819987483778952\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4939651015306282\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5340109520327945\n", + " Ed: NumPy array of shape (2208,), min: 3.4989210805603626, max: 35.11634160290819\n", + " Ew: NumPy array of shape (2208,), min: 2.7687389484907414, max: 32.92864667826784\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.78484800149846, max: 295.4600800501845\n", + " rh: NumPy array of shape (2208,), min: 5.617934081655619, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.8289816786937878, max: 15.55820560982638\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011870772781637402\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.430277181818049\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73291.84555132106\n", + " soilm: NumPy array of shape (2208,), min: 0.05304328516388686, max: 0.28252054690118444\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4939651015306282\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5859126737167881\n", + " Ed: NumPy array of shape (2208,), min: 3.402745185767935, max: 35.61646397666865\n", + " Ew: NumPy array of shape (2208,), min: 2.6866288324083207, max: 33.36965669606226\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.4099418598669, max: 295.48087253124237\n", + " rh: NumPy array of shape (2208,), min: 5.487329032993567, max: 99.99214204786351\n", + " wind: NumPy array of shape (2208,), min: 0.7583693578332091, max: 16.857471534816785\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018298118418712541\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.403661897997225\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73983.46689394006\n", + " soilm: NumPy array of shape (2208,), min: 0.05304328516388686, max: 0.2786517739458777\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4939651015306282\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6306866589435989\n", + " Ed: NumPy array of shape (2208,), min: 3.4201107723425, max: 35.72355451198229\n", + " Ew: NumPy array of shape (2208,), min: 2.701058602162148, max: 33.47747757493059\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CGLK1_202403\n", + " loc\n", + " STID : CGLK1\n", + " lat : 37.14083\n", + " lon : -101.90139\n", + " elev : 3538\n", + " pixel_x : 769.6362886663552\n", + " pixel_y : 576.6722351938745\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 264.26099999999997, max: 307.039\n", + " fm: NumPy array of shape (2207,), min: 3.8, max: 24.1\n", + " precip_accum: NumPy array of shape (2207,), min: 25.654, max: 84.582\n", + " rh: NumPy array of shape (2207,), min: 3.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 16.092\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 1.6565097526683688, max: 36.45946262534859\n", + " Ew: NumPy array of shape (2207,), min: 1.1142598100716454, max: 34.2126553447422\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 264.6489239631623, max: 307.5221080727082\n", + " rh: NumPy array of shape (2208,), min: 3.543634737395064, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.21654778144855244, max: 16.63856834742268\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1061.6914761397702\n", + " soilm: NumPy array of shape (2208,), min: 0.04504276842617283, max: 0.2735854978119535\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011613\n", + " groundflux: NumPy array of shape (2208,), min: -247.2562992296523, max: 538.3872084480186\n", + " Ed: NumPy array of shape (2208,), min: 1.6332178387574845, max: 35.459313608630424\n", + " Ew: NumPy array of shape (2208,), min: 1.0197792766159777, max: 33.21250632802403\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.05517841002217, max: 306.9280449702152\n", + " rh: NumPy array of shape (2208,), min: 3.439178910457087, max: 98.68193882787058\n", + " wind: NumPy array of shape (2208,), min: 0.6444319782610264, max: 16.6558239786794\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.000611645078912849\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.327148226803061\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1061.3277648061255\n", + " soilm: NumPy array of shape (2208,), min: 0.04504276842617283, max: 0.27501323402829103\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011613\n", + " groundflux: NumPy array of shape (2208,), min: -199.44812526584883, max: 116.58290430806957\n", + " Ed: NumPy array of shape (2208,), min: 1.681283560471877, max: 31.688240881171343\n", + " Ew: NumPy array of shape (2208,), min: 1.060100538965401, max: 29.555824917797576\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.18031854559194, max: 306.79364784673567\n", + " rh: NumPy array of shape (2208,), min: 3.375550104502783, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4293837163860914, max: 18.35523041675452\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.007822793458460441\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.727923910744215\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89270.63889770694\n", + " soilm: NumPy array of shape (2208,), min: 0.044923556409825524, max: 0.3549480890885842\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1427735656262344\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4515418726421783\n", + " Ed: NumPy array of shape (2208,), min: 1.6858395432816522, max: 33.67472863877706\n", + " Ew: NumPy array of shape (2208,), min: 1.0988947213506535, max: 31.42792135817067\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.73354043507754, max: 306.8409202272624\n", + " rh: NumPy array of shape (2208,), min: 3.408326553857247, max: 99.93277750636206\n", + " wind: NumPy array of shape (2208,), min: 0.6315754902128192, max: 20.063081959264032\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00533669592836307\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.817863397274277\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86582.56007518273\n", + " soilm: NumPy array of shape (2208,), min: 0.044679056355445945, max: 0.35578452714373465\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023227\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3536371337096842\n", + " Ed: NumPy array of shape (2208,), min: 1.6901712691120707, max: 32.94857115708859\n", + " Ew: NumPy array of shape (2208,), min: 1.0654802306909463, max: 30.707992206130452\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 265.7535643344382, max: 306.7330538504209\n", + " rh: NumPy array of shape (2208,), min: 3.2083265644667684, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7628902858099835, max: 20.127699848498665\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006780385896534772\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.871859440532226\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86670.63889770694\n", + " soilm: NumPy array of shape (2208,), min: 0.044679056355445945, max: 0.3501836924262688\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3119211886861455\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3199999332427979\n", + " Ed: NumPy array of shape (2208,), min: 1.5720813094878767, max: 33.09744814831288\n", + " Ew: NumPy array of shape (2208,), min: 1.006016498375283, max: 30.850640867706485\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 265.8416876934995, max: 306.62349493544264\n", + " rh: NumPy array of shape (2208,), min: 3.2119212137905695, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4637625784144319, max: 23.96430105765073\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005641607585873867\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.958709779888324\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86582.56007518273\n", + " soilm: NumPy array of shape (2208,), min: 0.044923556409825524, max: 0.34150290416357654\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3119211886861455\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.328466283800287\n", + " Ed: NumPy array of shape (2208,), min: 1.5269524214657881, max: 33.561929839710274\n", + " Ew: NumPy array of shape (2208,), min: 0.9741851633249786, max: 31.471292201313858\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "MRLS2_202403\n", + " loc\n", + " STID : MRLS2\n", + " lat : 45.80389\n", + " lon : -97.45083\n", + " elev : 2010\n", + " pixel_x : 900.9546887657013\n", + " pixel_y : 257.91310482491957\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 258.15, max: 301.48299999999995\n", + " fm: NumPy array of shape (2207,), min: 6.5, max: 27.0\n", + " precip_accum: NumPy array of shape (2207,), min: 6.604, max: 185.42\n", + " rh: NumPy array of shape (2207,), min: 16.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 936.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 16.987\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 6.324339964765095, max: 36.35956363734494\n", + " Ew: NumPy array of shape (2207,), min: 5.238282915345604, max: 34.112756356738544\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.38504454651616, max: 300.3781211183129\n", + " rh: NumPy array of shape (2208,), min: 15.972845623811024, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.11679903668977852, max: 15.419782981416024\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 971.132206409379\n", + " soilm: NumPy array of shape (2208,), min: 0.05985651340327637, max: 0.35858025166035534\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -319.39461567932955, max: 489.1310482491957\n", + " Ed: NumPy array of shape (2208,), min: 6.254085288215517, max: 35.756710546581004\n", + " Ew: NumPy array of shape (2208,), min: 5.1686545919675275, max: 33.533886535818965\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.91610270608487, max: 300.68161150609086\n", + " rh: NumPy array of shape (2208,), min: 14.270581679964298, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6470144177656652, max: 15.807421195783967\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0052624679146776945\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.798696964305655\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 971.0\n", + " soilm: NumPy array of shape (2208,), min: 0.05985651340327637, max: 0.3616255559621389\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -259.6062672362508, max: 268.30357011597255\n", + " Ed: NumPy array of shape (2208,), min: 5.7087135068017965, max: 35.849481793264644\n", + " Ew: NumPy array of shape (2208,), min: 4.664955431259583, max: 33.602674512658254\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.0187547568726, max: 301.3109429224726\n", + " rh: NumPy array of shape (2208,), min: 13.617027632972983, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6733485783849871, max: 15.433393686868744\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005355013286358164\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 47.5171016035329\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 93890.9167497282\n", + " soilm: NumPy array of shape (2208,), min: 0.05985651340327637, max: 0.3883897529846762\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2555213055987127\n", + " Ed: NumPy array of shape (2208,), min: 5.557165212938257, max: 35.77253579305061\n", + " Ew: NumPy array of shape (2208,), min: 4.530770470655162, max: 33.52572851244421\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.7281788310992, max: 301.5517807045245\n", + " rh: NumPy array of shape (2208,), min: 14.204551992929282, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6244361704322101, max: 13.943268408397259\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0027282791324390564\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 48.61537721472651\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 94178.50457772985\n", + " soilm: NumPy array of shape (2208,), min: 0.05985651340327637, max: 0.3344998159349125\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.205930777468292\n", + " Ed: NumPy array of shape (2208,), min: 5.760977632647858, max: 35.82982848886929\n", + " Ew: NumPy array of shape (2208,), min: 4.718937331510272, max: 33.58302120826289\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 255.40652263438255, max: 301.38064701326243\n", + " rh: NumPy array of shape (2208,), min: 15.674718787813278, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.39980648218125997, max: 16.146704362063694\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005095971609274519\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 48.624096386127235\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 92391.31048249197\n", + " soilm: NumPy array of shape (2208,), min: 0.060682931543908136, max: 0.3306668928280019\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.247176274755767\n", + " Ed: NumPy array of shape (2208,), min: 6.3482384239421705, max: 36.07063569815321\n", + " Ew: NumPy array of shape (2208,), min: 5.26127664732548, max: 33.82509337773578\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.6733757945954, max: 301.39973292784464\n", + " rh: NumPy array of shape (2208,), min: 14.869836603441575, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5153531490735007, max: 13.70693457214338\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006099311138061478\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 48.624096386127235\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 92891.31048249194\n", + " soilm: NumPy array of shape (2208,), min: 0.059984782436703056, max: 0.3452356681933349\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1863881091310495\n", + " Ed: NumPy array of shape (2208,), min: 6.679912499950428, max: 36.05801284992359\n", + " Ew: NumPy array of shape (2208,), min: 5.620923465568691, max: 33.8112055693172\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TR755_202403\n", + " loc\n", + " STID : TR755\n", + " lat : 42.35395\n", + " lon : -110.38395\n", + " elev : 8483\n", + " pixel_x : 547.0969287875398\n", + " pixel_y : 361.71914670611534\n", + " RAWS\n", + " temp: NumPy array of shape (385,), min: 268.70599999999996, max: 293.15\n", + " fm: NumPy array of shape (385,), min: 5.0, max: 19.2\n", + " precip_accum: NumPy array of shape (385,), min: 0.0, max: 2.032\n", + " rh: NumPy array of shape (385,), min: 15.0, max: 92.0\n", + " solar: NumPy array of shape (385,), min: nan, max: nan\n", + " wind: NumPy array of shape (385,), min: 0.0, max: 10.731\n", + " time_raws: NumPy array of shape (385,), type object\n", + " hours : 385\n", + " rain: NumPy array of shape (385,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (385,), min: 6.240154412769877, max: 28.247200780136573\n", + " Ew: NumPy array of shape (385,), min: 5.154097363350386, max: 26.50015051618128\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 256.8567054640106, max: 291.49130016734415\n", + " rh: NumPy array of shape (2208,), min: 14.106945218110438, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5352760957347931, max: 22.28524732483386\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1064.5490059170438\n", + " soilm: NumPy array of shape (2208,), min: 0.06107116834116143, max: 0.2594860748286373\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.025363052841124844\n", + " groundflux: NumPy array of shape (2208,), min: -263.67526217304857, max: 433.18807047819547\n", + " Ed: NumPy array of shape (2208,), min: 7.483992198956903, max: 35.960370553449174\n", + " Ew: NumPy array of shape (2208,), min: 6.366221993126363, max: 33.714281776709676\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.5975317147131, max: 291.4289429099282\n", + " rh: NumPy array of shape (2208,), min: 14.201777233337031, max: 99.96308449989482\n", + " wind: NumPy array of shape (2208,), min: 0.7993905482009904, max: 22.932754860959093\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020686578812646184\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.688944266179473\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1064.4520771295042\n", + " soilm: NumPy array of shape (2208,), min: 0.06097423987654012, max: 0.2605127345713009\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.025363052841124844\n", + " groundflux: NumPy array of shape (2208,), min: -203.60152957626127, max: 135.39657729308118\n", + " Ed: NumPy array of shape (2208,), min: 7.056515710520456, max: 35.87149579343527\n", + " Ew: NumPy array of shape (2208,), min: 5.989380298664365, max: 33.632236996079214\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.427524544182, max: 291.7377353341494\n", + " rh: NumPy array of shape (2208,), min: 11.970971503001856, max: 99.92391200363885\n", + " wind: NumPy array of shape (2208,), min: 0.7567960962380618, max: 19.98395365617068\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012810748036744069\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.95048677565169\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73133.8268152281\n", + " soilm: NumPy array of shape (2208,), min: 0.06078038211142234, max: 0.24793968102717048\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.025363052841124844\n", + " groundflux: NumPy array of shape (2208,), min: 0.010272227462925838, max: 1.7255479215285088\n", + " Ed: NumPy array of shape (2208,), min: 6.034410898969588, max: 35.84676405549412\n", + " Ew: NumPy array of shape (2208,), min: 5.055616660263286, max: 33.60700321866988\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.31223289523393, max: 291.30681423149275\n", + " rh: NumPy array of shape (2208,), min: 13.151970934077909, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8260652188137301, max: 18.945933408636247\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012377781693390993\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.668051342358764\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72165.81153398506\n", + " soilm: NumPy array of shape (2208,), min: 0.06033289551389527, max: 0.23348701783581086\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.025363052841124844\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6462652303192804\n", + " Ed: NumPy array of shape (2208,), min: 6.406075266653716, max: 35.820135216400004\n", + " Ew: NumPy array of shape (2208,), min: 5.382161690862868, max: 33.58385212266188\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.57643360125337, max: 291.4964842075325\n", + " rh: NumPy array of shape (2208,), min: 12.466389621616319, max: 99.84782207223036\n", + " wind: NumPy array of shape (2208,), min: 0.8858994526333744, max: 18.533800171781646\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014971676741088443\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.15963879751695\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72638.95847956062\n", + " soilm: NumPy array of shape (2208,), min: 0.06020874390832778, max: 0.2211393784329217\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.025363052841124844\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.566778240434333\n", + " Ed: NumPy array of shape (2208,), min: 6.206370274544844, max: 35.66618097047695\n", + " Ew: NumPy array of shape (2208,), min: 5.212626090806402, max: 33.43572787378176\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.51205347960473, max: 291.7860598815383\n", + " rh: NumPy array of shape (2208,), min: 12.5820065727365, max: 99.97463733454629\n", + " wind: NumPy array of shape (2208,), min: 0.8908640279261527, max: 17.89252011550544\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018041743994333045\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.440825160853975\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72836.1640272995\n", + " soilm: NumPy array of shape (2208,), min: 0.06011181492435617, max: 0.2316107890102517\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.025363052841124844\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6407677958242783\n", + " Ed: NumPy array of shape (2208,), min: 6.428892667260163, max: 35.77879241319787\n", + " Ew: NumPy array of shape (2208,), min: 5.416907570522529, max: 33.534340243267586\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "DEOI4_202403\n", + " loc\n", + " STID : DEOI4\n", + " lat : 41.53333\n", + " lon : -96.08333\n", + " elev : 1000\n", + " pixel_x : 939.0357398145298\n", + " pixel_y : 416.60753921213495\n", + " RAWS\n", + " temp: NumPy array of shape (2187,), min: 264.26099999999997, max: 304.26099999999997\n", + " fm: NumPy array of shape (2187,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2187,), min: 17.018, max: 404.876\n", + " rh: NumPy array of shape (2187,), min: 14.0, max: 100.0\n", + " solar: NumPy array of shape (2187,), min: nan, max: nan\n", + " wind: NumPy array of shape (2187,), min: 0.0, max: 11.174\n", + " time_raws: NumPy array of shape (2187,), type object\n", + " hours : 2187\n", + " rain: NumPy array of shape (2187,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2187,), min: 4.185057903149406, max: 36.7595195857127\n", + " Ew: NumPy array of shape (2187,), min: 3.1483903888616327, max: 34.512712305106305\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.66643167449735, max: 303.1628953858863\n", + " rh: NumPy array of shape (2208,), min: 12.599949265107156, max: 97.92024119556018\n", + " wind: NumPy array of shape (2208,), min: 0.21597793037877758, max: 14.590505126955751\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1004.1990957023564\n", + " soilm: NumPy array of shape (2208,), min: 0.06324117870956245, max: 0.43643638211216373\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -196.07539212134952, max: 256.62328406154995\n", + " Ed: NumPy array of shape (2208,), min: 5.343970818734286, max: 32.08409566458902\n", + " Ew: NumPy array of shape (2208,), min: 4.215726152123216, max: 30.03519677609194\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.5152254299181, max: 303.00722028612483\n", + " rh: NumPy array of shape (2208,), min: 14.638086113193609, max: 97.90811651595783\n", + " wind: NumPy array of shape (2208,), min: 0.5654949759332065, max: 15.42134361539628\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.025038420447404352\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.936322234578945\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 992.5570041263845\n", + " soilm: NumPy array of shape (2208,), min: 0.06324117870956245, max: 0.4461294229094331\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -156.07539212134955, max: 250.76502532781356\n", + " Ed: NumPy array of shape (2208,), min: 4.912873852814357, max: 31.760046216008263\n", + " Ew: NumPy array of shape (2208,), min: 3.810543546164375, max: 29.782899112477022\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.86613187489354, max: 302.7812528059931\n", + " rh: NumPy array of shape (2208,), min: 15.60215496201748, max: 99.47063549122929\n", + " wind: NumPy array of shape (2208,), min: 0.6474060094469267, max: 29.435507502584116\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.014798003275885464\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 33.481684766462166\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 94216.25870923746\n", + " soilm: NumPy array of shape (2208,), min: 0.06349577035163324, max: 0.40835611562822793\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2800839196593352\n", + " Ed: NumPy array of shape (2208,), min: 5.085811195005493, max: 33.61816331951565\n", + " Ew: NumPy array of shape (2208,), min: 3.9744858210176996, max: 31.419225454423398\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.6770050667637, max: 302.715570104096\n", + " rh: NumPy array of shape (2208,), min: 15.79884026602411, max: 98.3151769395455\n", + " wind: NumPy array of shape (2208,), min: 0.6315510661429724, max: 15.871681014641881\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.019493563813764457\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 36.457200801767655\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 94736.45065535263\n", + " soilm: NumPy array of shape (2208,), min: 0.06382700358777471, max: 0.43581986635695286\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3072112335356958\n", + " Ed: NumPy array of shape (2208,), min: 5.161637960123089, max: 32.328570516920756\n", + " Ew: NumPy array of shape (2208,), min: 4.076529469115959, max: 30.302899834795273\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 265.8160136565822, max: 302.68278587015965\n", + " rh: NumPy array of shape (2208,), min: 15.07505283991943, max: 99.95998584549108\n", + " wind: NumPy array of shape (2208,), min: 0.6732362430013483, max: 20.54971532079935\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.023279932668354743\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 39.492980591319444\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 94737.85330292948\n", + " soilm: NumPy array of shape (2208,), min: 0.06382700358777471, max: 0.43219939821824227\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6136662769757968\n", + " Ed: NumPy array of shape (2208,), min: 5.432383188358354, max: 33.99743029919099\n", + " Ew: NumPy array of shape (2208,), min: 4.298410368071403, max: 31.83631084445766\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 266.12114583204647, max: 302.5879150747991\n", + " rh: NumPy array of shape (2208,), min: 16.686017887405026, max: 98.75385934737946\n", + " wind: NumPy array of shape (2208,), min: 0.3416875776921683, max: 22.09966617264417\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.012432872445438113\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 54.911145328069566\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 94736.45065535263\n", + " soilm: NumPy array of shape (2208,), min: 0.0638410300919687, max: 0.45053155753929325\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2766498982389134\n", + " Ed: NumPy array of shape (2208,), min: 5.290151883427872, max: 32.74375942771346\n", + " Ew: NumPy array of shape (2208,), min: 4.159219711425451, max: 30.61883978776035\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CCYC2_202403\n", + " loc\n", + " STID : CCYC2\n", + " lat : 37.94778\n", + " lon : -104.86917\n", + " elev : 6190\n", + " pixel_x : 684.4967907811937\n", + " pixel_y : 541.2483048573534\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: nan, max: nan\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 0.0, max: 206.502\n", + " rh: NumPy array of shape (2206,), min: nan, max: nan\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 13.412\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2206,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.754652035524, max: 300.0253314138245\n", + " rh: NumPy array of shape (2208,), min: 5.97220657924922, max: 99.95016230943148\n", + " wind: NumPy array of shape (2208,), min: 0.37794209090640757, max: 22.076097772944728\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1075.7502824798976\n", + " soilm: NumPy array of shape (2208,), min: 0.049764715178698925, max: 0.28903688158483826\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4753288886587521\n", + " groundflux: NumPy array of shape (2208,), min: -231.06193659247813, max: 792.3278020244758\n", + " Ed: NumPy array of shape (2208,), min: 2.7263917599192875, max: 36.16388323222281\n", + " Ew: NumPy array of shape (2208,), min: 1.9906321773088385, max: 33.93090768870931\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.63309374921926, max: 300.53389288172895\n", + " rh: NumPy array of shape (2208,), min: 5.45017970311811, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8765748072006808, max: 24.38898898601344\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016498383839809551\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.0920283252184015\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1078.5083960601567\n", + " soilm: NumPy array of shape (2208,), min: 0.049764715178698925, max: 0.290036891112496\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4753288886587521\n", + " groundflux: NumPy array of shape (2208,), min: -225.03390285293108, max: 264.4622570224269\n", + " Ed: NumPy array of shape (2208,), min: 2.640153565982292, max: 35.87751071560785\n", + " Ew: NumPy array of shape (2208,), min: 1.9336508085731432, max: 33.63070343500145\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 264.8405817969586, max: 300.5193107209215\n", + " rh: NumPy array of shape (2208,), min: 5.563175282541408, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.529475796947993, max: 24.30939282085808\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029712400494678187\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.378966562326246\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80313.31425266298\n", + " soilm: NumPy array of shape (2208,), min: 0.04962975362128382, max: 0.3082898829180724\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4753288886587521\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9891714190561187\n", + " Ed: NumPy array of shape (2208,), min: 2.702590478585015, max: 35.869537313023805\n", + " Ew: NumPy array of shape (2208,), min: 1.9895893799855713, max: 33.622730032417415\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.23579843327, max: 300.67559022167893\n", + " rh: NumPy array of shape (2208,), min: 5.4618553567998385, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3679102251566336, max: 25.426363741645954\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032740849749580687\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.960304035861975\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 78424.47117452389\n", + " soilm: NumPy array of shape (2208,), min: 0.04963476033129958, max: 0.30240439400731234\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4753288886587521\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.0699629704950495\n", + " Ed: NumPy array of shape (2208,), min: 2.6257203403230407, max: 35.88726794268776\n", + " Ew: NumPy array of shape (2208,), min: 1.9185416928345944, max: 33.64046066208137\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 264.4735264842993, max: 301.000444731633\n", + " rh: NumPy array of shape (2208,), min: 4.863976450008115, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7588373002091727, max: 25.534388710011882\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002683417801981945\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.62905173150202\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80524.86234696578\n", + " soilm: NumPy array of shape (2208,), min: 0.04950981125026035, max: 0.28986025845023816\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.43798536917111175\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.0202821143850724\n", + " Ed: NumPy array of shape (2208,), min: 2.4456612851648245, max: 35.8310635816765\n", + " Ew: NumPy array of shape (2208,), min: 1.7744919147152696, max: 33.58425630107011\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 265.4883541309201, max: 301.0345162801629\n", + " rh: NumPy array of shape (2208,), min: 4.588165117368151, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4741583467374514, max: 24.858491709772025\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022384496247872497\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.03155599952183\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79187.12765281039\n", + " soilm: NumPy array of shape (2208,), min: 0.04938645589574964, max: 0.30150130791289986\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.43798536917111175\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.0785191056090824\n", + " Ed: NumPy array of shape (2208,), min: 2.3488319375640967, max: 35.79109517098099\n", + " Ew: NumPy array of shape (2208,), min: 1.6953190258454032, max: 33.5442878903746\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "HBOM8_202403\n", + " loc\n", + " STID : HBOM8\n", + " lat : 45.10392\n", + " lon : -108.21972\n", + " elev : 3986\n", + " pixel_x : 617.9240164348766\n", + " pixel_y : 267.6318400380686\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 257.594, max: 301.48299999999995\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 2.54, max: 92.71\n", + " rh: NumPy array of shape (2206,), min: 8.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 13.859\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 3.6114544612585564, max: 36.059506676980824\n", + " Ew: NumPy array of shape (2206,), min: 2.7774553238570285, max: 33.81269939637443\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.3796281424527, max: 300.5983736993927\n", + " rh: NumPy array of shape (2208,), min: 10.274373712684046, max: 99.93006473389195\n", + " wind: NumPy array of shape (2208,), min: 0.32716225926459197, max: 16.013908671917996\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1002.7520139523931\n", + " soilm: NumPy array of shape (2208,), min: 0.05231981289421089, max: 0.3251978552481099\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -430.60106056710714, max: 441.1571553525195\n", + " Ed: NumPy array of shape (2208,), min: 4.18500143130351, max: 35.28092848648125\n", + " Ew: NumPy array of shape (2208,), min: 3.2620750742326847, max: 33.04059995323848\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.91597505424016, max: 300.30107145329896\n", + " rh: NumPy array of shape (2208,), min: 9.96397811202591, max: 99.46040575874892\n", + " wind: NumPy array of shape (2208,), min: 0.8033450473140754, max: 16.0205797836554\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0038657957930907233\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.600744448230705\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1004.3558798840183\n", + " soilm: NumPy array of shape (2208,), min: 0.053423772415739125, max: 0.32792138275296595\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -443.99769697971294, max: 188.40277595429342\n", + " Ed: NumPy array of shape (2208,), min: 4.116122917975201, max: 34.51393527608704\n", + " Ew: NumPy array of shape (2208,), min: 3.20429169992475, max: 32.315896316963254\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 260.00235755973307, max: 300.2768001101783\n", + " rh: NumPy array of shape (2208,), min: 9.480796234842103, max: 99.07890922604449\n", + " wind: NumPy array of shape (2208,), min: 0.7594845234582905, max: 18.37936651410208\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004372182518196848\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.835738706936667\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85589.29314484978\n", + " soilm: NumPy array of shape (2208,), min: 0.05465981688237258, max: 0.3318991731224202\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2706094135332342\n", + " Ed: NumPy array of shape (2208,), min: 4.104300553334412, max: 34.16320331815482\n", + " Ew: NumPy array of shape (2208,), min: 3.2103451401532292, max: 31.99800091145079\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 260.58041041096834, max: 300.3782102785732\n", + " rh: NumPy array of shape (2208,), min: 9.061180701968137, max: 98.04396073711473\n", + " wind: NumPy array of shape (2208,), min: 0.5036638729157508, max: 15.289896862744008\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0031980234101830624\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.194100368334437\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86100.19741955999\n", + " soilm: NumPy array of shape (2208,), min: 0.05470782625949748, max: 0.3197190289481332\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.06118046949483136\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1802898756211353\n", + " Ed: NumPy array of shape (2208,), min: 3.9736692931388435, max: 33.93887800952274\n", + " Ew: NumPy array of shape (2208,), min: 3.095873102226596, max: 31.85633845913681\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.04212026016353, max: 300.63483284931186\n", + " rh: NumPy array of shape (2208,), min: 9.951578762345976, max: 99.45831916365873\n", + " wind: NumPy array of shape (2208,), min: 0.5111362187168804, max: 18.081111871601788\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002110241013837404\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.93198969299614\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86248.03951220495\n", + " soilm: NumPy array of shape (2208,), min: 0.05470782625949748, max: 0.3204500023912239\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.06118046949483136\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1400689288866477\n", + " Ed: NumPy array of shape (2208,), min: 4.130957587284395, max: 34.75138274304288\n", + " Ew: NumPy array of shape (2208,), min: 3.1958653175197003, max: 32.55352701745115\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.65176821697617, max: 300.73825666529194\n", + " rh: NumPy array of shape (2208,), min: 9.637610045449073, max: 97.74827257787916\n", + " wind: NumPy array of shape (2208,), min: 0.4301700961492727, max: 15.880166999416854\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001441512469903696\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.011910551769606\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85570.00683288681\n", + " soilm: NumPy array of shape (2208,), min: 0.05470782625949748, max: 0.33342945449006517\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.06118046949483136\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1383975410351148\n", + " Ed: NumPy array of shape (2208,), min: 4.027322944793424, max: 33.73877511856632\n", + " Ew: NumPy array of shape (2208,), min: 3.1075418270041313, max: 31.678226783412345\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TR937_202403\n", + " loc\n", + " STID : TR937\n", + " lat : 40.87139\n", + " lon : -109.54628\n", + " elev : 7500\n", + " pixel_x : 562.7017862154798\n", + " pixel_y : 419.3906710236124\n", + " RAWS\n", + " temp: NumPy array of shape (846,), min: 264.81699999999995, max: 297.039\n", + " fm: NumPy array of shape (846,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (846,), min: 0.762, max: 64.516\n", + " rh: NumPy array of shape (846,), min: 12.0, max: 99.0\n", + " wind: NumPy array of shape (846,), min: 0.0, max: 7.151\n", + " time_raws: NumPy array of shape (846,), type object\n", + " hours : 846\n", + " rain: NumPy array of shape (846,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (846,), min: 5.218602458061227, max: 34.97033063059383\n", + " Ew: NumPy array of shape (846,), min: 4.238916467177764, max: 32.81175596724537\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.722246865076, max: 297.72781844574695\n", + " rh: NumPy array of shape (2208,), min: 8.447721042240271, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3755499297561737, max: 15.427494247585958\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1045.6549651189016\n", + " soilm: NumPy array of shape (2208,), min: 0.04456742338363569, max: 0.2484335865655793\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19476946526177422\n", + " groundflux: NumPy array of shape (2208,), min: -241.78730387621366, max: 268.51557661321374\n", + " Ed: NumPy array of shape (2208,), min: 4.5545205204022405, max: 35.82129767944093\n", + " Ew: NumPy array of shape (2208,), min: 3.701500435620119, max: 33.574490398834534\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 263.25954568701974, max: 297.70621958129675\n", + " rh: NumPy array of shape (2208,), min: 6.851094960924535, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8503648158528809, max: 15.93595631664407\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011258809736290347\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.4985717629210846\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1046.5260454022887\n", + " soilm: NumPy array of shape (2208,), min: 0.044256307561275306, max: 0.24900597349295361\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19476946526177422\n", + " groundflux: NumPy array of shape (2208,), min: -171.64595975176957, max: 162.454712520997\n", + " Ed: NumPy array of shape (2208,), min: 3.8114310385876102, max: 35.60828823048588\n", + " Ew: NumPy array of shape (2208,), min: 2.951500743040507, max: 33.36148094987949\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.19070545172013, max: 297.7203864358723\n", + " rh: NumPy array of shape (2208,), min: 5.692988130358712, max: 99.83646045267238\n", + " wind: NumPy array of shape (2208,), min: 0.8155442072734658, max: 15.30721911693356\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001145662538231105\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.569533777528391\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70874.41797908279\n", + " soilm: NumPy array of shape (2208,), min: 0.044256307561275306, max: 0.23720177003032658\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19476946526177422\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5468909849493229\n", + " Ed: NumPy array of shape (2208,), min: 3.4769514580665373, max: 35.524973983237444\n", + " Ew: NumPy array of shape (2208,), min: 2.7566004532550017, max: 33.29324229319674\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.9600750360941, max: 297.80651462220334\n", + " rh: NumPy array of shape (2208,), min: 5.83574986184251, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8053607679662524, max: 15.426766437469794\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013942909873744182\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.431771569238581\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71568.52531678442\n", + " soilm: NumPy array of shape (2208,), min: 0.044256307561275306, max: 0.27833447838976194\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22218622162888213\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6390196400987604\n", + " Ed: NumPy array of shape (2208,), min: 3.3245663641037693, max: 35.78943832714864\n", + " Ew: NumPy array of shape (2208,), min: 2.536599064423867, max: 33.54263104654224\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 263.505078585591, max: 297.9583096514762\n", + " rh: NumPy array of shape (2208,), min: 6.06926625970422, max: 99.98182924726127\n", + " wind: NumPy array of shape (2208,), min: 0.8072854365929505, max: 14.866576302197894\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002337158490355967\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.279979141211982\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71570.8455481231\n", + " soilm: NumPy array of shape (2208,), min: 0.043958093172407633, max: 0.29426619763187867\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2831191169896044\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5549303841203592\n", + " Ed: NumPy array of shape (2208,), min: 3.134053874324128, max: 35.850121351357956\n", + " Ew: NumPy array of shape (2208,), min: 2.3694636280724097, max: 33.60500200004108\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 263.17769516973516, max: 297.98891060579416\n", + " rh: NumPy array of shape (2208,), min: 6.078511974796035, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7396772154665778, max: 15.158892302050482\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0028084339031956822\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.460301961424628\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74804.19816878434\n", + " soilm: NumPy array of shape (2208,), min: 0.043958093172407633, max: 0.2800784328223383\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.29476946560859024\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.63489131926982\n", + " Ed: NumPy array of shape (2208,), min: 3.2634346591365677, max: 35.66174082421729\n", + " Ew: NumPy array of shape (2208,), min: 2.48952927791963, max: 33.418306165412616\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TR956_202403\n", + " loc\n", + " STID : TR956\n", + " lat : 38.12778\n", + " lon : -107.70889\n", + " elev : 8470\n", + " pixel_x : 602.6095349099132\n", + " pixel_y : 526.7029614675163\n", + " RAWS\n", + " temp: NumPy array of shape (1226,), min: 268.15, max: 296.48299999999995\n", + " fm: NumPy array of shape (1226,), min: 3.7, max: 24.9\n", + " precip_accum: NumPy array of shape (1226,), min: 1.016, max: 56.134\n", + " rh: NumPy array of shape (1226,), min: 11.0, max: 100.0\n", + " wind: NumPy array of shape (1226,), min: 0.0, max: 6.703\n", + " time_raws: NumPy array of shape (1226,), type object\n", + " hours : 1226\n", + " rain: NumPy array of shape (1226,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1226,), min: 4.769459779323447, max: 35.95960768897717\n", + " Ew: NumPy array of shape (1226,), min: 3.789773788439984, max: 33.712800408370775\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 264.481331952172, max: 293.68530417576284\n", + " rh: NumPy array of shape (2208,), min: 7.33080032443749, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.46623610481292155, max: 17.51469110655725\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1089.6372461731487\n", + " soilm: NumPy array of shape (2208,), min: 0.05180798915072389, max: 0.2580844652725263\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.21314410859764443\n", + " groundflux: NumPy array of shape (2208,), min: -294.85820274752075, max: 563.4021372619783\n", + " Ed: NumPy array of shape (2208,), min: 4.371676686868345, max: 36.68992574902895\n", + " Ew: NumPy array of shape (2208,), min: 3.567745551247867, max: 34.443118468422554\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 263.82225978709886, max: 293.836499728583\n", + " rh: NumPy array of shape (2208,), min: 6.8132722590556405, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9496862542468831, max: 18.20446398799543\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002050973602202448\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.5668773564278276\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1089.5212629958032\n", + " soilm: NumPy array of shape (2208,), min: 0.05180798915072389, max: 0.259320928438318\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.21314410859764443\n", + " groundflux: NumPy array of shape (2208,), min: -227.77667792389502, max: 206.3657784143877\n", + " Ed: NumPy array of shape (2208,), min: 4.472887661029445, max: 35.95263542036562\n", + " Ew: NumPy array of shape (2208,), min: 3.644040930490922, max: 33.70582813975922\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 263.5377253246627, max: 294.3649356768447\n", + " rh: NumPy array of shape (2208,), min: 7.081442489954767, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9396134518824846, max: 16.39748202360007\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014810544158367946\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.443457337848383\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71598.19383880866\n", + " soilm: NumPy array of shape (2208,), min: 0.05169200573833176, max: 0.26091176589238657\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.21314410859764443\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7124097036662882\n", + " Ed: NumPy array of shape (2208,), min: 4.3628913246415575, max: 35.851688882684584\n", + " Ew: NumPy array of shape (2208,), min: 3.488924387646693, max: 33.651749512939745\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 263.6280141780786, max: 294.32722413260666\n", + " rh: NumPy array of shape (2208,), min: 9.208313806522227, max: 99.09433699291827\n", + " wind: NumPy array of shape (2208,), min: 0.458616452017676, max: 15.357742774553778\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001366558551884485\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.049767009089988\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71046.00963223694\n", + " soilm: NumPy array of shape (2208,), min: 0.05169200573833176, max: 0.2569059226732594\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.21314410859764443\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8579570626036932\n", + " Ed: NumPy array of shape (2208,), min: 4.557180759138772, max: 35.16598062416758\n", + " Ew: NumPy array of shape (2208,), min: 3.6736486386179648, max: 33.01813241673742\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 263.49622869509454, max: 294.28625962061085\n", + " rh: NumPy array of shape (2208,), min: 8.193490810167813, max: 99.11282848355415\n", + " wind: NumPy array of shape (2208,), min: 0.5357639259928552, max: 15.625344032660767\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001757602082219993\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.186586540412836\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68704.64826488975\n", + " soilm: NumPy array of shape (2208,), min: 0.05153350770425393, max: 0.24954182356555882\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.21810554011281602\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7504252026419316\n", + " Ed: NumPy array of shape (2208,), min: 4.419586183951398, max: 34.88979669259511\n", + " Ew: NumPy array of shape (2208,), min: 3.552825912844477, max: 32.74948104953777\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 263.285567293842, max: 293.944194774744\n", + " rh: NumPy array of shape (2208,), min: 9.085117393003225, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7325473893314259, max: 15.286848056808058\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019230026147735086\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.45366279331807\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71984.4073730904\n", + " soilm: NumPy array of shape (2208,), min: 0.051417524291861805, max: 0.2744800319574022\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.21810554011281602\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7996387064232016\n", + " Ed: NumPy array of shape (2208,), min: 4.509859898541673, max: 35.97359930594215\n", + " Ew: NumPy array of shape (2208,), min: 3.6311252942724, max: 33.726792025335754\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "PINS2_202403\n", + " loc\n", + " STID : PINS2\n", + " lat : 43.88056\n", + " lon : -102.23778\n", + " elev : 3080\n", + " pixel_x : 772.5757284135825\n", + " pixel_y : 326.38896638568974\n", + " RAWS\n", + " temp: NumPy array of shape (2160,), min: nan, max: nan\n", + " fm: NumPy array of shape (2160,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2160,), min: 4.572, max: 153.416\n", + " rh: NumPy array of shape (2160,), min: nan, max: nan\n", + " solar: NumPy array of shape (2160,), min: nan, max: nan\n", + " wind: NumPy array of shape (2160,), min: nan, max: nan\n", + " time_raws: NumPy array of shape (2160,), type object\n", + " hours : 2160\n", + " rain: NumPy array of shape (2160,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2160,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2160,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.1415299123385, max: 304.7404187040802\n", + " rh: NumPy array of shape (2208,), min: 9.391768440049352, max: 99.95168241717226\n", + " wind: NumPy array of shape (2208,), min: 0.19833493453077447, max: 17.163670710725658\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 995.9628230277227\n", + " soilm: NumPy array of shape (2208,), min: 0.06028491666218776, max: 0.35530845852225634\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -245.99334827505174, max: 387.70645853867245\n", + " Ed: NumPy array of shape (2208,), min: 3.394051063558493, max: 35.823816123783956\n", + " Ew: NumPy array of shape (2208,), min: 2.440460773543153, max: 33.58149005437728\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.20584678493776, max: 304.35696967777494\n", + " rh: NumPy array of shape (2208,), min: 10.498435689776406, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3632267418860628, max: 17.83102762187696\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001686694280938126\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.942501241801596\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 998.6327682566834\n", + " soilm: NumPy array of shape (2208,), min: 0.06002567290167645, max: 0.3559566800815707\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -201.65027385519664, max: 227.26985072061524\n", + " Ed: NumPy array of shape (2208,), min: 3.8009869277951225, max: 35.862056745625274\n", + " Ew: NumPy array of shape (2208,), min: 2.80373734379398, max: 33.61765663068785\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.01990598266167, max: 304.15636966895585\n", + " rh: NumPy array of shape (2208,), min: 9.814938682016187, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5298074925900648, max: 16.2023219035752\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024612110021611346\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.676147119456673\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91700.18717715496\n", + " soilm: NumPy array of shape (2208,), min: 0.05941463804907118, max: 0.36208806893458995\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3518488782736326\n", + " Ed: NumPy array of shape (2208,), min: 3.8929293517795553, max: 35.854699217369756\n", + " Ew: NumPy array of shape (2208,), min: 2.9104056146953754, max: 33.607891936763366\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.2400781981735, max: 304.20824748034005\n", + " rh: NumPy array of shape (2208,), min: 9.492731861817497, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5642476384996192, max: 19.08551240337811\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002251327280937977\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.617121919684378\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91977.79327713794\n", + " soilm: NumPy array of shape (2208,), min: 0.058838910613497164, max: 0.37964882820400153\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3438709294599744\n", + " Ed: NumPy array of shape (2208,), min: 3.9155844008672034, max: 35.79274831350479\n", + " Ew: NumPy array of shape (2208,), min: 2.922935368508967, max: 33.54594103289839\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.281591413844, max: 304.15872326544513\n", + " rh: NumPy array of shape (2208,), min: 9.666807556715952, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5038236627509496, max: 18.563302394378958\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00619141449737873\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.317456494050955\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89777.79327713794\n", + " soilm: NumPy array of shape (2208,), min: 0.058838910613497164, max: 0.379511350665584\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4062272942304566\n", + " Ed: NumPy array of shape (2208,), min: 4.079602101672039, max: 35.782591158057805\n", + " Ew: NumPy array of shape (2208,), min: 3.052321063007568, max: 33.538847396643824\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.33356492081913, max: 304.30073643232805\n", + " rh: NumPy array of shape (2208,), min: 8.74205311129328, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.2971065976644543, max: 21.950816795144092\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018327982236356047\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 27.718549414208006\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 88277.79327713794\n", + " soilm: NumPy array of shape (2208,), min: 0.058838910613497164, max: 0.37472731936437764\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.122393901840819\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4171694519489733\n", + " Ed: NumPy array of shape (2208,), min: 4.0918108134223745, max: 35.73998838293895\n", + " Ew: NumPy array of shape (2208,), min: 3.089894103280913, max: 33.50481206994232\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "DVLW4_202403\n", + " loc\n", + " STID : DVLW4\n", + " lat : 44.58179\n", + " lon : -104.7195\n", + " elev : 3872\n", + " pixel_x : 708.1603936843927\n", + " pixel_y : 296.0195004929154\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: nan, max: nan\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 10.922, max: 193.802\n", + " rh: NumPy array of shape (2208,), min: nan, max: nan\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 6.261\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2208,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 255.85050029540986, max: 300.56104160105326\n", + " rh: NumPy array of shape (2208,), min: 10.979571860833426, max: 99.99906168754588\n", + " wind: NumPy array of shape (2208,), min: 0.13359855453374084, max: 13.280358489912429\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 996.3371601057947\n", + " soilm: NumPy array of shape (2208,), min: 0.04970706824529539, max: 0.3140685551236177\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3836478628586315\n", + " groundflux: NumPy array of shape (2208,), min: -228.40738128871993, max: 323.90964806654057\n", + " Ed: NumPy array of shape (2208,), min: 4.9289025927513475, max: 35.87712693191244\n", + " Ew: NumPy array of shape (2208,), min: 3.9018973964427404, max: 33.6320197527435\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.8019599245818, max: 300.60616388154574\n", + " rh: NumPy array of shape (2208,), min: 9.542664678616271, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5644300957738634, max: 15.404478244996813\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0058107752702298175\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.4806581336082445\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 998.3402878617009\n", + " soilm: NumPy array of shape (2208,), min: 0.04970706824529539, max: 0.31624532332233796\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3836478628586315\n", + " groundflux: NumPy array of shape (2208,), min: -198.20105822691858, max: 234.7146539951314\n", + " Ed: NumPy array of shape (2208,), min: 3.787357120434876, max: 35.391472954218735\n", + " Ew: NumPy array of shape (2208,), min: 2.891070206811507, max: 33.14466567361234\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.1548580476409, max: 301.08663209348936\n", + " rh: NumPy array of shape (2208,), min: 9.536604354717062, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6200787792600942, max: 15.292933631522557\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016731457821992344\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.627559300330843\n", + " solar: NumPy array of shape (2208,), min: 9900.000000000002, max: 85077.98072145137\n", + " soilm: NumPy array of shape (2208,), min: 0.04970706824529539, max: 0.32843451481846475\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3993744547699072\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.1998571908575497\n", + " Ed: NumPy array of shape (2208,), min: 3.724586449472208, max: 35.73528537825139\n", + " Ew: NumPy array of shape (2208,), min: 2.828527352928762, max: 33.488478097645\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.65867301988146, max: 301.1571276989581\n", + " rh: NumPy array of shape (2208,), min: 9.6539686659914, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3681040741495461, max: 21.722721176979185\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0043976132281593385\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.54617829402159\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85894.83480923617\n", + " soilm: NumPy array of shape (2208,), min: 0.04970706824529539, max: 0.34911547457476116\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3993744547699072\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.1114611928821148\n", + " Ed: NumPy array of shape (2208,), min: 3.7524498152160293, max: 35.70705698612775\n", + " Ew: NumPy array of shape (2208,), min: 2.8520004414720592, max: 33.46024970552136\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.16368703095173, max: 301.8799956496872\n", + " rh: NumPy array of shape (2208,), min: 8.91798988998199, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5729136869085917, max: 15.307944158710209\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024907389783141174\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.02695791273257\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85408.11297275677\n", + " soilm: NumPy array of shape (2208,), min: 0.04969069547510584, max: 0.3318006652627248\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.48364785694477425\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.1669507868892528\n", + " Ed: NumPy array of shape (2208,), min: 3.5422496375595536, max: 35.74877581555159\n", + " Ew: NumPy array of shape (2208,), min: 2.670110378148907, max: 33.50199761646472\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.3910276227041, max: 301.5381679024235\n", + " rh: NumPy array of shape (2208,), min: 8.863844829505712, max: 99.58838321070098\n", + " wind: NumPy array of shape (2208,), min: 0.3552874550044134, max: 14.478030978987062\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0036731020025005767\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 29.026290536410198\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85165.37570909945\n", + " soilm: NumPy array of shape (2208,), min: 0.04969069547510584, max: 0.3412939639145051\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4993744488560499\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.1777308150728019\n", + " Ed: NumPy array of shape (2208,), min: 3.5799389632944942, max: 35.16701997451416\n", + " Ew: NumPy array of shape (2208,), min: 2.709958332218598, max: 32.957664997668275\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS040_202403\n", + " loc\n", + " STID : TS040\n", + " lat : 37.86138\n", + " lon : -108.84325\n", + " elev : 7870\n", + " pixel_x : 568.5462464701543\n", + " pixel_y : 532.6392042518859\n", + " RAWS\n", + " temp: NumPy array of shape (1346,), min: 264.81699999999995, max: 297.594\n", + " fm: NumPy array of shape (1346,), min: 4.2, max: 24.7\n", + " precip_accum: NumPy array of shape (1346,), min: 0.0, max: 21.59\n", + " rh: NumPy array of shape (1346,), min: 7.0, max: 100.0\n", + " solar: NumPy array of shape (1346,), min: 0.0, max: 1129.0\n", + " wind: NumPy array of shape (1346,), min: 0.0, max: 11.621\n", + " time_raws: NumPy array of shape (1346,), type object\n", + " hours : 1346\n", + " rain: NumPy array of shape (1346,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1346,), min: 3.186759276346411, max: 37.159475534080464\n", + " Ew: NumPy array of shape (1346,), min: 2.398486154020722, max: 34.91266825347407\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 267.4971559192316, max: 297.25418494404096\n", + " rh: NumPy array of shape (2208,), min: 5.488931717002657, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3645305425868248, max: 17.871932253788827\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1084.4431829924565\n", + " soilm: NumPy array of shape (2208,), min: 0.05218545278062642, max: 0.21576769015145536\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -194.537535298457, max: 292.69829793653156\n", + " Ed: NumPy array of shape (2208,), min: 3.5077184930802403, max: 35.46401038583799\n", + " Ew: NumPy array of shape (2208,), min: 2.7530311701523655, max: 33.21720310523159\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 267.3639266439972, max: 297.1818865458656\n", + " rh: NumPy array of shape (2208,), min: 7.0228928143576, max: 97.76368934557726\n", + " wind: NumPy array of shape (2208,), min: 0.8154201451149612, max: 18.908537801259783\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012725063913399943\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.262109268345905\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1082.6068953367167\n", + " soilm: NumPy array of shape (2208,), min: 0.05218545278062642, max: 0.21593140282748802\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -173.01673867399444, max: 175.88704560854282\n", + " Ed: NumPy array of shape (2208,), min: 3.1958659696845637, max: 33.38948027913246\n", + " Ew: NumPy array of shape (2208,), min: 2.4064911842234995, max: 31.327802424885213\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 267.40387050210154, max: 297.18554453636517\n", + " rh: NumPy array of shape (2208,), min: 6.25917156847653, max: 98.2411133278598\n", + " wind: NumPy array of shape (2208,), min: 0.6825503810510554, max: 18.07181096854417\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0006580546831609396\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.292737090482871\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70240.26130562478\n", + " soilm: NumPy array of shape (2208,), min: 0.05218545278062642, max: 0.23359532689509177\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5910654831566844\n", + " Ed: NumPy array of shape (2208,), min: 3.082795184767595, max: 33.48731001412631\n", + " Ew: NumPy array of shape (2208,), min: 2.331737532288531, max: 31.389717473062973\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 266.966200079217, max: 297.209019135583\n", + " rh: NumPy array of shape (2208,), min: 6.53117792660295, max: 99.41840183645758\n", + " wind: NumPy array of shape (2208,), min: 0.9069883228845416, max: 17.64550610156893\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014673039631572997\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.52026340580474\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71038.29754097492\n", + " soilm: NumPy array of shape (2208,), min: 0.05218545278062642, max: 0.22262492316898008\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5694283803488525\n", + " Ed: NumPy array of shape (2208,), min: 3.4197394168655793, max: 34.869896871868065\n", + " Ew: NumPy array of shape (2208,), min: 2.6134269750989, max: 32.67553868597767\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 267.2776299127779, max: 297.17949525295387\n", + " rh: NumPy array of shape (2208,), min: 6.924610108821923, max: 99.03624909080695\n", + " wind: NumPy array of shape (2208,), min: 1.0242335597245453, max: 17.5564552970569\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012921160274503283\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.58839851288436\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70545.85945988688\n", + " soilm: NumPy array of shape (2208,), min: 0.05218545278062642, max: 0.25161468709299345\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.581282876263915\n", + " Ed: NumPy array of shape (2208,), min: 3.373490675656257, max: 34.65354709110913\n", + " Ew: NumPy array of shape (2208,), min: 2.5559716427426507, max: 32.491934684257984\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 267.38521563179734, max: 297.1731254825249\n", + " rh: NumPy array of shape (2208,), min: 7.240473809972438, max: 99.74379247716601\n", + " wind: NumPy array of shape (2208,), min: 0.8112422830706167, max: 17.79352668555267\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015349627621769335\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.051611414520387\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68905.50586943375\n", + " soilm: NumPy array of shape (2208,), min: 0.05218545278062642, max: 0.26510539348421525\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.612489850803826\n", + " Ed: NumPy array of shape (2208,), min: 3.4186944662854133, max: 35.2965434212786\n", + " Ew: NumPy array of shape (2208,), min: 2.5960112573177527, max: 33.07323920418323\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "RLAS2_202403\n", + " loc\n", + " STID : RLAS2\n", + " lat : 43.25861\n", + " lon : -98.75917\n", + " elev : 1710\n", + " pixel_x : 865.5638458451965\n", + " pixel_y : 352.57388503168966\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 260.37199999999996, max: 305.928\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 4.572, max: 167.386\n", + " rh: NumPy array of shape (2208,), min: 10.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 844.0\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 16.092\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 3.0456610580555603, max: 36.059506676980824\n", + " Ew: NumPy array of shape (2208,), min: 2.1325270530326197, max: 33.81269939637443\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.02705094614157, max: 306.03845804882013\n", + " rh: NumPy array of shape (2208,), min: 12.594778992365095, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.1815694307121305, max: 15.087313789894267\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 987.4704871224226\n", + " soilm: NumPy array of shape (2208,), min: 0.06000000238418579, max: 0.43838610460175464\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -205.1947369108434, max: 211.2769169039302\n", + " Ed: NumPy array of shape (2208,), min: 3.538986759771662, max: 35.643479874791794\n", + " Ew: NumPy array of shape (2208,), min: 2.5414593589322925, max: 33.3966725941854\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.470379461698, max: 305.8307951658052\n", + " rh: NumPy array of shape (2208,), min: 10.978489880270102, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6851999460314954, max: 15.258419460530341\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026556003917501247\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.138551174509281\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 983.1858518138527\n", + " soilm: NumPy array of shape (2208,), min: 0.06000000238418579, max: 0.44113580382225953\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -175.6384584519651, max: 131.50489851642732\n", + " Ed: NumPy array of shape (2208,), min: 3.424960354100051, max: 35.88934709967775\n", + " Ew: NumPy array of shape (2208,), min: 2.4467165969787468, max: 33.645543367990086\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.24882788495427, max: 305.71440676153\n", + " rh: NumPy array of shape (2208,), min: 11.767641798223995, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8079727481406876, max: 14.114474213217404\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0055590742033469285\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.834992504816299\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 92647.1352754118\n", + " soilm: NumPy array of shape (2208,), min: 0.06000000238418579, max: 0.4763336456523438\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2580410823279624\n", + " Ed: NumPy array of shape (2208,), min: 3.449638153800458, max: 35.91387853975916\n", + " Ew: NumPy array of shape (2208,), min: 2.4701499747409184, max: 33.66707125915277\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.60581812819703, max: 305.819217544796\n", + " rh: NumPy array of shape (2208,), min: 10.816069623487664, max: 99.9000015258789\n", + " wind: NumPy array of shape (2208,), min: 0.7358014277854821, max: 17.588018241770577\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.007444633700089747\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 28.884609859815164\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91247.1352754118\n", + " soilm: NumPy array of shape (2208,), min: 0.06000000238418579, max: 0.4637367937270768\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6484122347827657\n", + " Ed: NumPy array of shape (2208,), min: 3.173101392462602, max: 35.80048792265185\n", + " Ew: NumPy array of shape (2208,), min: 2.231493858793714, max: 33.56292974269777\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.29016208542885, max: 305.5566209607508\n", + " rh: NumPy array of shape (2208,), min: 9.322393455349209, max: 99.93235930120478\n", + " wind: NumPy array of shape (2208,), min: 0.9649347488902934, max: 18.426028479486924\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0048356773199715285\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 30.619871506868392\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 92971.16159085758\n", + " soilm: NumPy array of shape (2208,), min: 0.06000000238418579, max: 0.47624912308015976\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4015006349018675\n", + " Ed: NumPy array of shape (2208,), min: 2.8863345476961624, max: 35.8341137956165\n", + " Ew: NumPy array of shape (2208,), min: 1.9984074603270785, max: 33.593573454116566\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 260.6353022294764, max: 305.79901490807725\n", + " rh: NumPy array of shape (2208,), min: 8.937799581806967, max: 99.9000015258789\n", + " wind: NumPy array of shape (2208,), min: 0.6088574422926442, max: 15.51283701511344\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.009192441949900276\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 34.03189600230476\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 93103.51985993146\n", + " soilm: NumPy array of shape (2208,), min: 0.06000000238418579, max: 0.46034005208546347\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2858305516941637\n", + " Ed: NumPy array of shape (2208,), min: 2.80759444061548, max: 35.76532072292596\n", + " Ew: NumPy array of shape (2208,), min: 1.934668118398368, max: 33.52776254297188\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "RHUS2_202403\n", + " loc\n", + " STID : RHUS2\n", + " lat : 44.24111\n", + " lon : -98.77\n", + " elev : 1876\n", + " pixel_x : 865.7751613779674\n", + " pixel_y : 315.99782017522386\n", + " RAWS\n", + " temp: NumPy array of shape (1875,), min: 257.594, max: 304.26099999999997\n", + " fm: NumPy array of shape (1875,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (1875,), min: 576.58, max: 738.886\n", + " rh: NumPy array of shape (1875,), min: nan, max: nan\n", + " solar: NumPy array of shape (1875,), min: nan, max: nan\n", + " wind: NumPy array of shape (1875,), min: 0.0, max: 16.092\n", + " time_raws: NumPy array of shape (1875,), type object\n", + " hours : 1875\n", + " rain: NumPy array of shape (1875,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1875,), min: nan, max: nan\n", + " Ew: NumPy array of shape (1875,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.7084207721009, max: 303.75843279503147\n", + " rh: NumPy array of shape (2208,), min: 15.821977223591805, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.2380037277764937, max: 14.812996228692711\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 981.4486970264674\n", + " soilm: NumPy array of shape (2208,), min: 0.05877396539562772, max: 0.390041904008426\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49983102841235183\n", + " groundflux: NumPy array of shape (2208,), min: -276.23061019958413, max: 393.2259481074668\n", + " Ed: NumPy array of shape (2208,), min: 4.671482234356203, max: 35.97741563788547\n", + " Ew: NumPy array of shape (2208,), min: 3.589552404870446, max: 33.736927161944976\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.5942259914014, max: 303.4459938301877\n", + " rh: NumPy array of shape (2208,), min: 14.789548432791872, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5850825450665065, max: 14.84969661378971\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019229092944735874\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.751365355381282\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 983.0\n", + " soilm: NumPy array of shape (2208,), min: 0.05877396539562772, max: 0.39338800181851796\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49983102841235183\n", + " groundflux: NumPy array of shape (2208,), min: -266.2257091115947, max: 213.23794417924938\n", + " Ed: NumPy array of shape (2208,), min: 4.443659939235766, max: 35.76384390276122\n", + " Ew: NumPy array of shape (2208,), min: 3.3866747974268048, max: 33.536701881577805\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.9768555036895, max: 303.4699359152981\n", + " rh: NumPy array of shape (2208,), min: 15.266677531346879, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5351421308625718, max: 14.088115940785524\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017869266650165447\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.145477810350206\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 93531.485572924\n", + " soilm: NumPy array of shape (2208,), min: 0.05899831436351666, max: 0.3517737151448628\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49983102841235183\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3353385623679628\n", + " Ed: NumPy array of shape (2208,), min: 4.584197191273742, max: 36.026965075954976\n", + " Ew: NumPy array of shape (2208,), min: 3.515464995450148, max: 33.780166909403945\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 260.2847615631103, max: 303.7494891237383\n", + " rh: NumPy array of shape (2208,), min: 14.744193797329903, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5678873567238424, max: 14.251076510836093\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00401316550811797\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.145477810350206\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 93543.65982954083\n", + " soilm: NumPy array of shape (2208,), min: 0.05900000408291817, max: 0.353440483756469\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3421126345446837\n", + " Ed: NumPy array of shape (2208,), min: 4.453155772194263, max: 35.97104302403231\n", + " Ew: NumPy array of shape (2208,), min: 3.3973075710922442, max: 33.72427172183585\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.36123861389154, max: 303.8134844850664\n", + " rh: NumPy array of shape (2208,), min: 14.254138640157448, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7413944474166135, max: 13.98858535621977\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.012945614413442549\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.792052048803182\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 93044.74974192891\n", + " soilm: NumPy array of shape (2208,), min: 0.05900000408291817, max: 0.3573216268134138\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3653991463047708\n", + " Ed: NumPy array of shape (2208,), min: 4.31999377696474, max: 35.89535335337872\n", + " Ew: NumPy array of shape (2208,), min: 3.276662720684524, max: 33.64854607277233\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 260.51138509826654, max: 303.8542864870195\n", + " rh: NumPy array of shape (2208,), min: 14.254089629557997, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4611576234958885, max: 14.975335249804663\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003679781288537756\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.495901266613227\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 93044.74974192891\n", + " soilm: NumPy array of shape (2208,), min: 0.05900000408291817, max: 0.3603298702574639\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.355365334809772\n", + " Ed: NumPy array of shape (2208,), min: 4.300137216624308, max: 35.86418542756866\n", + " Ew: NumPy array of shape (2208,), min: 3.256807433871689, max: 33.61737814696226\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "JNSC2_202403\n", + " loc\n", + " STID : JNSC2\n", + " lat : 39.04139\n", + " lon : -106.00361\n", + " elev : 9515\n", + " pixel_x : 655.1995315236734\n", + " pixel_y : 498.0286737442588\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 261.483, max: 292.039\n", + " fm: NumPy array of shape (2208,), min: 4.2, max: 25.7\n", + " precip_accum: NumPy array of shape (2208,), min: 15.748, max: 113.284\n", + " rh: NumPy array of shape (2208,), min: 9.0, max: 99.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1116.0\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 16.092\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 4.881454769097306, max: 35.170308357884544\n", + " Ew: NumPy array of shape (2208,), min: 4.006066481195283, max: 33.01173369453608\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.9462866979573, max: 291.97629899224967\n", + " rh: NumPy array of shape (2208,), min: 9.5018484987256, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.15010526719804193, max: 22.729034145311644\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1096.1823675760293\n", + " soilm: NumPy array of shape (2208,), min: 0.05099881776703609, max: 0.27711225481475893\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.09770475861817143\n", + " groundflux: NumPy array of shape (2208,), min: -469.7836597046969, max: 550.4011637602157\n", + " Ed: NumPy array of shape (2208,), min: 5.549321561324964, max: 35.95569870505145\n", + " Ew: NumPy array of shape (2208,), min: 4.568546023076627, max: 33.71500221671532\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.44532359457975, max: 292.57196008662845\n", + " rh: NumPy array of shape (2208,), min: 10.478096709703038, max: 99.97763325870905\n", + " wind: NumPy array of shape (2208,), min: 0.7108304095476692, max: 22.724565222008692\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015022952546492698\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.164907286212053\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1102.7178933426505\n", + " soilm: NumPy array of shape (2208,), min: 0.05180500621105696, max: 0.27730606830331567\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.09770475861817143\n", + " groundflux: NumPy array of shape (2208,), min: -305.0803670850063, max: 246.84588813153084\n", + " Ed: NumPy array of shape (2208,), min: 4.996886137656099, max: 35.77491746741606\n", + " Ew: NumPy array of shape (2208,), min: 4.066834857879193, max: 33.534364158294316\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.8670312864667, max: 292.9458613462665\n", + " rh: NumPy array of shape (2208,), min: 8.523061745997644, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6253731624976849, max: 21.407294614978692\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0025818855975412356\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.657841014309127\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70259.39637857817\n", + " soilm: NumPy array of shape (2208,), min: 0.052027490592670825, max: 0.2893542315754807\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.09770475861817143\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8004604099219077\n", + " Ed: NumPy array of shape (2208,), min: 4.666300622882949, max: 35.65966676957096\n", + " Ew: NumPy array of shape (2208,), min: 3.743043120125598, max: 33.41285948896457\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.4154740922248, max: 293.48627406186574\n", + " rh: NumPy array of shape (2208,), min: 7.596222876816533, max: 99.89942940302082\n", + " wind: NumPy array of shape (2208,), min: 0.5754654282174758, max: 21.960439887759595\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001795175201090752\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.285530006518242\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70859.16082173244\n", + " soilm: NumPy array of shape (2208,), min: 0.053027491790411434, max: 0.27142568247130056\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.09770475861817143\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8301408945457622\n", + " Ed: NumPy array of shape (2208,), min: 4.475902967187237, max: 35.581752221799924\n", + " Ew: NumPy array of shape (2208,), min: 3.659798543400367, max: 33.34424667822476\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.4189261055638, max: 293.9035597828357\n", + " rh: NumPy array of shape (2208,), min: 7.513880494125123, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5062603783499927, max: 20.96799204475036\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020017229751647385\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.577090689673941\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70393.80487168874\n", + " soilm: NumPy array of shape (2208,), min: 0.0532556974139968, max: 0.26771998013886295\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.09770475861817143\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.778579955968601\n", + " Ed: NumPy array of shape (2208,), min: 4.238403808151099, max: 35.44645708204657\n", + " Ew: NumPy array of shape (2208,), min: 3.390993026086255, max: 33.199649801440174\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.3884653022156, max: 293.0984275355976\n", + " rh: NumPy array of shape (2208,), min: 7.495416232452992, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.58098869326588, max: 20.64239488350971\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022908257910608716\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.927277808917012\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71887.60704431312\n", + " soilm: NumPy array of shape (2208,), min: 0.05425569582208244, max: 0.26905159001714357\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.09770475861817143\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8104253604662843\n", + " Ed: NumPy array of shape (2208,), min: 4.197961674657579, max: 35.50320669052223\n", + " Ew: NumPy array of shape (2208,), min: 3.3572712806373044, max: 33.285754461870944\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "LSHI4_202403\n", + " loc\n", + " STID : LSHI4\n", + " lat : 41.83222\n", + " lon : -95.92806\n", + " elev : 1070\n", + " pixel_x : 943.1600361225627\n", + " pixel_y : 405.442975961212\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 264.81699999999995, max: 303.70599999999996\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 17.018, max: 404.622\n", + " rh: NumPy array of shape (2207,), min: 16.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 8.941\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.810211331757552, max: 36.2594846511647\n", + " Ew: NumPy array of shape (2207,), min: 3.724154282338061, max: 34.01267737055831\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.03767874098645, max: 302.28781414054225\n", + " rh: NumPy array of shape (2208,), min: 15.90831249643647, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.2722232313257462, max: 15.501624111275753\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1001.2747129823728\n", + " soilm: NumPy array of shape (2208,), min: 0.05730119463012506, max: 0.43611349193109195\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -154.8613188356711, max: 184.86131883567114\n", + " Ed: NumPy array of shape (2208,), min: 5.331256227655588, max: 35.25173914132543\n", + " Ew: NumPy array of shape (2208,), min: 4.209509696180831, max: 33.00493186071904\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.0223514088029, max: 302.11034691578055\n", + " rh: NumPy array of shape (2208,), min: 15.064014540598484, max: 99.26828679792496\n", + " wind: NumPy array of shape (2208,), min: 0.7644829578753982, max: 15.899227099330057\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.017988777938397878\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 30.43645523688526\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 992.7381948365323\n", + " soilm: NumPy array of shape (2208,), min: 0.05730119463012506, max: 0.4445382102238815\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -146.61675942753612, max: 149.10856032658157\n", + " Ed: NumPy array of shape (2208,), min: 4.757782724327806, max: 34.5639987789538\n", + " Ew: NumPy array of shape (2208,), min: 3.693993012212828, max: 32.38266201635554\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.1176983344512, max: 301.7423668020925\n", + " rh: NumPy array of shape (2208,), min: 15.281506096906083, max: 98.82664684011104\n", + " wind: NumPy array of shape (2208,), min: 0.5005879742256647, max: 17.186784214721587\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.008407131556762414\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 53.574184036459954\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 93332.60957610043\n", + " soilm: NumPy array of shape (2208,), min: 0.05730119463012506, max: 0.40310530572810577\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3355365463411348\n", + " Ed: NumPy array of shape (2208,), min: 4.951157863451689, max: 32.70768707215753\n", + " Ew: NumPy array of shape (2208,), min: 3.882066721923828, max: 30.624886038731738\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 264.66330386125946, max: 301.9835844042141\n", + " rh: NumPy array of shape (2208,), min: 15.613513126782248, max: 99.98217147857744\n", + " wind: NumPy array of shape (2208,), min: 0.40303686905912955, max: 16.85718327658971\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006940781033305667\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 53.61907546115863\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 95016.60596384417\n", + " soilm: NumPy array of shape (2208,), min: 0.05730119463012506, max: 0.42646142047927643\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3436250884956948\n", + " Ed: NumPy array of shape (2208,), min: 4.995219929824976, max: 35.384956070899904\n", + " Ew: NumPy array of shape (2208,), min: 3.9181864083036793, max: 33.13980495873636\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 264.43541085291156, max: 302.0376615526516\n", + " rh: NumPy array of shape (2208,), min: 15.51237129400194, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.44015792360725675, max: 19.43463184771276\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.009995233996077511\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 57.272783753713696\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 95025.52036057838\n", + " soilm: NumPy array of shape (2208,), min: 0.05737208692901298, max: 0.4470367528339776\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3151926246571357\n", + " Ed: NumPy array of shape (2208,), min: 5.231332744139527, max: 35.46328528208736\n", + " Ew: NumPy array of shape (2208,), min: 4.1320488868480005, max: 33.216478001480965\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 264.2876455829735, max: 302.3672217221667\n", + " rh: NumPy array of shape (2208,), min: 14.660921866164678, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5866745183904315, max: 19.575131428287953\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.027670892931239394\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 80.83402381795868\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 95016.60596384417\n", + " soilm: NumPy array of shape (2208,), min: 0.05737208692901298, max: 0.4665226498270285\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6613625000736996\n", + " Ed: NumPy array of shape (2208,), min: 5.275337011922637, max: 35.48686288315684\n", + " Ew: NumPy array of shape (2208,), min: 4.171494120596577, max: 33.24005560255044\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS305_202403\n", + " loc\n", + " STID : TS305\n", + " lat : 39.85047\n", + " lon : -110.92781\n", + " elev : 8533\n", + " pixel_x : 518.8122017313858\n", + " pixel_y : 451.5046311863317\n", + " RAWS\n", + " temp: NumPy array of shape (94,), min: 276.483, max: 293.70599999999996\n", + " fm: NumPy array of shape (94,), min: 4.9, max: 7.6\n", + " precip_accum: NumPy array of shape (94,), min: 0.0, max: 0.254\n", + " rh: NumPy array of shape (94,), min: 14.0, max: 72.0\n", + " solar: NumPy array of shape (94,), min: 0.0, max: 1062.0\n", + " wind: NumPy array of shape (94,), min: 0.0, max: 7.598\n", + " time_raws: NumPy array of shape (94,), type object\n", + " hours : 94\n", + " rain: NumPy array of shape (94,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (94,), min: 5.625260197814146, max: 20.423434959366148\n", + " Ew: NumPy array of shape (94,), min: 4.588592683526373, max: 18.97784378486186\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.6017233962939, max: 295.9659140972538\n", + " rh: NumPy array of shape (2208,), min: 9.72430599608165, max: 98.57666770700732\n", + " wind: NumPy array of shape (2208,), min: 0.6090312229063549, max: 16.523284042512625\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1066.6936633326266\n", + " soilm: NumPy array of shape (2208,), min: 0.050282568096351205, max: 0.2542110204999091\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.018779827141259996\n", + " groundflux: NumPy array of shape (2208,), min: -364.7365468481121, max: 541.0485276488489\n", + " Ed: NumPy array of shape (2208,), min: 4.545860477931739, max: 34.39558213491282\n", + " Ew: NumPy array of shape (2208,), min: 3.591192663685703, max: 32.29159466934455\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.74793587496697, max: 295.76917200573473\n", + " rh: NumPy array of shape (2208,), min: 9.294648821302836, max: 97.4652635705074\n", + " wind: NumPy array of shape (2208,), min: 0.9324131729759391, max: 17.037722059593904\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032496798301228477\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.5718868161714195\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1064.1564463127754\n", + " soilm: NumPy array of shape (2208,), min: 0.050282568096351205, max: 0.2561162554978886\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.018779827141259996\n", + " groundflux: NumPy array of shape (2208,), min: -181.2555573400444, max: 111.77432143820545\n", + " Ed: NumPy array of shape (2208,), min: 4.499966655354407, max: 32.81854984676777\n", + " Ew: NumPy array of shape (2208,), min: 3.5536931269437906, max: 30.789832451678002\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 260.4230410214171, max: 295.9019594212001\n", + " rh: NumPy array of shape (2208,), min: 9.323379664331203, max: 98.52078916057093\n", + " wind: NumPy array of shape (2208,), min: 0.732752211432892, max: 16.3792943395354\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014969368833543098\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.49236976484682\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73695.8467743088\n", + " soilm: NumPy array of shape (2208,), min: 0.050282568096351205, max: 0.250053205515957\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.018779827141259996\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3407326692583896\n", + " Ed: NumPy array of shape (2208,), min: 4.424945906651128, max: 33.952273193854666\n", + " Ew: NumPy array of shape (2208,), min: 3.485818430960579, max: 31.83277720245826\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 260.33114410590014, max: 296.0749206074813\n", + " rh: NumPy array of shape (2208,), min: 9.534708868822005, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6170781360838251, max: 18.205175499272492\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001979070318474586\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.004794124376944\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71611.96921235282\n", + " soilm: NumPy array of shape (2208,), min: 0.05037733715148761, max: 0.2807446118680746\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.018779827141259996\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3876731360270904\n", + " Ed: NumPy array of shape (2208,), min: 4.31887573896638, max: 35.24591528451902\n", + " Ew: NumPy array of shape (2208,), min: 3.3896846595434416, max: 32.999108003912625\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.2628365716208, max: 296.088281612477\n", + " rh: NumPy array of shape (2208,), min: 9.761217556778602, max: 99.63522675696979\n", + " wind: NumPy array of shape (2208,), min: 0.7534508737794263, max: 17.26929766047281\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001838988682895658\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.837057301341943\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72932.33380034509\n", + " soilm: NumPy array of shape (2208,), min: 0.05037733715148761, max: 0.2635281224233082\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.018779827141259996\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3679007386429345\n", + " Ed: NumPy array of shape (2208,), min: 4.146459038633883, max: 35.23397360355408\n", + " Ew: NumPy array of shape (2208,), min: 3.2385768641509074, max: 33.02043815850311\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.9356516407662, max: 296.0161425210758\n", + " rh: NumPy array of shape (2208,), min: 8.74991044500749, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7844902159789684, max: 17.076342575908104\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011212295889119163\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.578815593371461\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74576.80423130942\n", + " soilm: NumPy array of shape (2208,), min: 0.05037733715148761, max: 0.26047058425484065\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.018779827141259996\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3332896934115226\n", + " Ed: NumPy array of shape (2208,), min: 4.04353873813165, max: 35.714228417132155\n", + " Ew: NumPy array of shape (2208,), min: 3.149865898532989, max: 33.467421136525765\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS343_202403\n", + " loc\n", + " STID : TS343\n", + " lat : 43.61647\n", + " lon : -110.40747\n", + " elev : 7120\n", + " pixel_x : 553.0194453226952\n", + " pixel_y : 315.144961679322\n", + " RAWS\n", + " temp: NumPy array of shape (17,), min: 271.483, max: 274.81699999999995\n", + " fm: NumPy array of shape (17,), min: 5.5, max: 8.9\n", + " precip_accum: NumPy array of shape (17,), min: 0.0, max: 0.0\n", + " rh: NumPy array of shape (17,), min: 92.0, max: 99.0\n", + " wind: NumPy array of shape (17,), min: 0.0, max: 1.343\n", + " time_raws: NumPy array of shape (17,), type object\n", + " hours : 17\n", + " rain: NumPy array of shape (17,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (17,), min: 28.347098240743858, max: 34.97033063059383\n", + " Ew: NumPy array of shape (17,), min: 26.600047976788563, max: 32.81175596724537\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 253.66308358647512, max: 291.97978655157283\n", + " rh: NumPy array of shape (2208,), min: 4.531678451324686, max: 99.0652173047273\n", + " wind: NumPy array of shape (2208,), min: 0.05586724948590926, max: 13.317303491846458\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1050.368092589982\n", + " soilm: NumPy array of shape (2208,), min: 0.04993349481184597, max: 0.36722888366403417\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011613\n", + " groundflux: NumPy array of shape (2208,), min: -484.79726636871965, max: 502.04239314069235\n", + " Ed: NumPy array of shape (2208,), min: 3.273881743489677, max: 35.248509348229454\n", + " Ew: NumPy array of shape (2208,), min: 2.624074102207507, max: 33.08446093576148\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 254.0624619363842, max: 292.0277812734847\n", + " rh: NumPy array of shape (2208,), min: 14.744996911021724, max: 99.1923769427081\n", + " wind: NumPy array of shape (2208,), min: 0.5974849153051135, max: 13.754945489466634\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014677211622924039\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.676581332438215\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1046.2620215560503\n", + " soilm: NumPy array of shape (2208,), min: 0.04993349481184597, max: 0.36708674264137786\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011613\n", + " groundflux: NumPy array of shape (2208,), min: -440.3923346524117, max: 253.5593884961093\n", + " Ed: NumPy array of shape (2208,), min: 7.365838965750234, max: 35.21967223552683\n", + " Ew: NumPy array of shape (2208,), min: 6.30955094163896, max: 33.04484167714587\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 254.24983221894087, max: 292.3611257774445\n", + " rh: NumPy array of shape (2208,), min: 15.32397190624657, max: 99.98667021181785\n", + " wind: NumPy array of shape (2208,), min: 0.6621713411883238, max: 13.763405133188241\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018595584737156323\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.847405304296277\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 73835.6900634811\n", + " soilm: NumPy array of shape (2208,), min: 0.049936313644191335, max: 0.36589473042011283\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011613\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.3329120064726863\n", + " Ed: NumPy array of shape (2208,), min: 7.5007012908817865, max: 35.37819735103779\n", + " Ew: NumPy array of shape (2208,), min: 6.325891921505729, max: 33.13262862625743\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 254.0375879282143, max: 292.63774327776304\n", + " rh: NumPy array of shape (2208,), min: 15.849726586491094, max: 98.28346553796504\n", + " wind: NumPy array of shape (2208,), min: 0.41508136368494314, max: 14.665692123227059\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019114240141964692\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.633794329654393\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 71672.49466556341\n", + " soilm: NumPy array of shape (2208,), min: 0.049936313644191335, max: 0.36330735855858687\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011613\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.3153057182610501\n", + " Ed: NumPy array of shape (2208,), min: 7.644320226390197, max: 33.86804044039153\n", + " Ew: NumPy array of shape (2208,), min: 6.457736240638955, max: 31.7671727516801\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 254.25656575134678, max: 292.8712375340302\n", + " rh: NumPy array of shape (2208,), min: 15.129365574412597, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5307218227285517, max: 13.912741416123847\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016164406513216234\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.954913999176021\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 72865.39476909289\n", + " soilm: NumPy array of shape (2208,), min: 0.049936313644191335, max: 0.36098699678561647\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011613\n", + " groundflux: NumPy array of shape (2208,), min: 0.0014299139987888003, max: 1.2649168595257212\n", + " Ed: NumPy array of shape (2208,), min: 6.944264829894491, max: 35.80221859529315\n", + " Ew: NumPy array of shape (2208,), min: 5.809787678859605, max: 33.55541131468675\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 254.08235700327086, max: 292.76699425687434\n", + " rh: NumPy array of shape (2208,), min: 14.41875875416116, max: 99.50477328539061\n", + " wind: NumPy array of shape (2208,), min: 0.5128581158745938, max: 14.681885176307267\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020847504763654976\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.569774632046329\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 70355.87831718326\n", + " soilm: NumPy array of shape (2208,), min: 0.049936313644191335, max: 0.35786647820869905\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011613\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.2899398824812716\n", + " Ed: NumPy array of shape (2208,), min: 7.210951469646899, max: 35.256999831955966\n", + " Ew: NumPy array of shape (2208,), min: 6.0653413356188315, max: 33.05505515852266\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "LLKS2_202403\n", + " loc\n", + " STID : LLKS2\n", + " lat : 45.87778\n", + " lon : -99.41083\n", + " elev : 2030\n", + " pixel_x : 849.9404899365876\n", + " pixel_y : 254.63486964000344\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 253.706, max: 303.70599999999996\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 1.778, max: 109.982\n", + " rh: NumPy array of shape (2207,), min: 13.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 17.435\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.96280371623419, max: 35.759449716616714\n", + " Ew: NumPy array of shape (2207,), min: 3.9535719282034343, max: 33.51264243601032\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 252.48755559961307, max: 302.99424897430777\n", + " rh: NumPy array of shape (2208,), min: 18.592484550482048, max: 99.11873793471634\n", + " wind: NumPy array of shape (2208,), min: 0.2154930288243984, max: 14.491982868949995\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 969.8781017712176\n", + " soilm: NumPy array of shape (2208,), min: 0.05946242507502414, max: 0.33592760451543247\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.182755197157369\n", + " groundflux: NumPy array of shape (2208,), min: -176.24088790605802, max: 409.1795025179285\n", + " Ed: NumPy array of shape (2208,), min: 6.454265591909218, max: 34.737601048268566\n", + " Ew: NumPy array of shape (2208,), min: 5.254823495101672, max: 32.569032219171675\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 251.76738140261858, max: 302.88766635865943\n", + " rh: NumPy array of shape (2208,), min: 15.753608605483034, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7860267329644096, max: 14.639562457982287\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0064025489226706275\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.399824225245008\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 964.3558206309434\n", + " soilm: NumPy array of shape (2208,), min: 0.059119024229251894, max: 0.3446593719051803\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.182755197157369\n", + " groundflux: NumPy array of shape (2208,), min: -190.0, max: 231.22693589904767\n", + " Ed: NumPy array of shape (2208,), min: 5.9430925747813665, max: 35.64413041974633\n", + " Ew: NumPy array of shape (2208,), min: 4.788793083565537, max: 33.39732313913994\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 253.48991002828967, max: 302.666113707802\n", + " rh: NumPy array of shape (2208,), min: 15.85909190979298, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5910091471887077, max: 16.989786418795802\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004255790749116618\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.620097838473034\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 94599.43232707809\n", + " soilm: NumPy array of shape (2208,), min: 0.058462424327736226, max: 0.32806721850832204\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.24841505478045586\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1702172461862044\n", + " Ed: NumPy array of shape (2208,), min: 6.108967168119317, max: 35.33371991654232\n", + " Ew: NumPy array of shape (2208,), min: 4.943908371883567, max: 33.09561405243014\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.1747450236698, max: 302.8439349287389\n", + " rh: NumPy array of shape (2208,), min: 14.972409158347695, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6377989921847282, max: 16.193298153945477\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016690197184775566\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.098594711141855\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 94302.17289308773\n", + " soilm: NumPy array of shape (2208,), min: 0.0585002055368371, max: 0.313732175900657\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.24841505478045586\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1832734367006805\n", + " Ed: NumPy array of shape (2208,), min: 6.1030745287250445, max: 35.128166215711474\n", + " Ew: NumPy array of shape (2208,), min: 4.92670166982355, max: 32.94164061849818\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.31102626107037, max: 303.0918812595738\n", + " rh: NumPy array of shape (2208,), min: 14.974631764819147, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.681414887949604, max: 13.741606442719135\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002880979900526955\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.871263337048767\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 94688.09798731752\n", + " soilm: NumPy array of shape (2208,), min: 0.059097295254339766, max: 0.32098245792106106\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.24841505478045586\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1963904917458634\n", + " Ed: NumPy array of shape (2208,), min: 5.813211213290355, max: 35.13394258497062\n", + " Ew: NumPy array of shape (2208,), min: 4.660279074555534, max: 32.88713530436422\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 256.4904085852891, max: 303.28088535280006\n", + " rh: NumPy array of shape (2208,), min: 14.73651298455097, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5688564518164818, max: 19.079877122966824\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026564092552678366\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.85179325021137\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 95088.09798731751\n", + " soilm: NumPy array of shape (2208,), min: 0.059097295254339766, max: 0.3256070731604839\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.24841505478045586\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2323804193398538\n", + " Ed: NumPy array of shape (2208,), min: 5.61315918815021, max: 35.21864466146791\n", + " Ew: NumPy array of shape (2208,), min: 4.475069337157936, max: 33.00073069261862\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "AGTN1_202403\n", + " loc\n", + " STID : AGTN1\n", + " lat : 42.425\n", + " lon : -103.73583\n", + " elev : 4400\n", + " pixel_x : 728.777500207367\n", + " pixel_y : 378.0056876448747\n", + " RAWS\n", + " temp: NumPy array of shape (2188,), min: nan, max: nan\n", + " fm: NumPy array of shape (2188,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2188,), min: 11.43, max: 125.476\n", + " rh: NumPy array of shape (2188,), min: nan, max: nan\n", + " solar: NumPy array of shape (2188,), min: nan, max: nan\n", + " wind: NumPy array of shape (2188,), min: nan, max: nan\n", + " time_raws: NumPy array of shape (2188,), type object\n", + " hours : 2188\n", + " rain: NumPy array of shape (2188,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2188,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2188,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.5816371693405, max: 302.0026294735239\n", + " rh: NumPy array of shape (2208,), min: 9.355500443924116, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.25304199665504895, max: 16.393208288397336\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1027.0\n", + " soilm: NumPy array of shape (2208,), min: 0.04222123707605615, max: 0.2783596531838314\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1226921955985074\n", + " groundflux: NumPy array of shape (2208,), min: -224.40577440196537, max: 278.89999170532064\n", + " Ed: NumPy array of shape (2208,), min: 4.157409518031757, max: 35.83103497728374\n", + " Ew: NumPy array of shape (2208,), min: 3.1655601806209313, max: 33.58422769667735\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.4321235013844, max: 302.3160550067275\n", + " rh: NumPy array of shape (2208,), min: 9.944377118321476, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.42708780104939253, max: 16.87838634252911\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026135234951447754\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.908670984569466\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1030.0\n", + " soilm: NumPy array of shape (2208,), min: 0.04222123707605615, max: 0.2825865803062356\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1226921955985074\n", + " groundflux: NumPy array of shape (2208,), min: -212.33875082382383, max: 203.43798132135498\n", + " Ed: NumPy array of shape (2208,), min: 4.270376329275307, max: 35.696732037670905\n", + " Ew: NumPy array of shape (2208,), min: 3.2609054425145816, max: 33.449924757064515\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.1365934552345, max: 302.19357277077245\n", + " rh: NumPy array of shape (2208,), min: 9.29873611238149, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5239088267870433, max: 20.482193295363693\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022852748411896374\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.035924503233808\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85367.25471686224\n", + " soilm: NumPy array of shape (2208,), min: 0.04222123707605615, max: 0.30556194050458363\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1226921955985074\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2942793242783253\n", + " Ed: NumPy array of shape (2208,), min: 4.257092289421871, max: 35.83432552104186\n", + " Ew: NumPy array of shape (2208,), min: 3.28261280561788, max: 33.58751824043547\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.82831197919006, max: 301.87962407650923\n", + " rh: NumPy array of shape (2208,), min: 9.098420637385757, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.719551495085431, max: 18.499079993030424\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00413899519254652\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.271560861350853\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85445.06872301408\n", + " soilm: NumPy array of shape (2208,), min: 0.04222123707605615, max: 0.31625979401459964\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1226921955985074\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.253438755839047\n", + " Ed: NumPy array of shape (2208,), min: 4.120759324976857, max: 35.450756192917936\n", + " Ew: NumPy array of shape (2208,), min: 3.131095147831474, max: 33.20394891231154\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.75849999216217, max: 301.7281751148603\n", + " rh: NumPy array of shape (2208,), min: 7.821112618780184, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7498128128085635, max: 17.746353898184367\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024400763020176698\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 28.881699287118607\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83651.86268643735\n", + " soilm: NumPy array of shape (2208,), min: 0.04222123707605615, max: 0.31542037947113355\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2611568741033918\n", + " Ed: NumPy array of shape (2208,), min: 3.982551699108635, max: 35.30479203842334\n", + " Ew: NumPy array of shape (2208,), min: 3.0500165116824767, max: 33.05798475781694\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.82675535543126, max: 301.72277350353215\n", + " rh: NumPy array of shape (2208,), min: 8.499431238767029, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6169715007241049, max: 18.755619624894766\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001988114012825667\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 31.888135778521548\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83651.86268643735\n", + " soilm: NumPy array of shape (2208,), min: 0.04222123707605615, max: 0.2919335691843886\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2226921987793237\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.313438698618588\n", + " Ed: NumPy array of shape (2208,), min: 3.710591321397984, max: 35.37216010877903\n", + " Ew: NumPy array of shape (2208,), min: 2.8076973823100793, max: 33.1518180053824\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "WCAS2_202403\n", + " loc\n", + " STID : WCAS2\n", + " lat : 43.55756\n", + " lon : -103.48346\n", + " elev : 4233\n", + " pixel_x : 738.419680804713\n", + " pixel_y : 336.4410748287826\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: nan, max: nan\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 26.67, max: 193.04\n", + " rh: NumPy array of shape (2208,), min: nan, max: nan\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 9.389\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2208,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.7037486239355, max: 301.81954032164793\n", + " rh: NumPy array of shape (2208,), min: 9.809451066622504, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.2671937912189843, max: 18.660300638798578\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1014.302960981517\n", + " soilm: NumPy array of shape (2208,), min: 0.05390467697183221, max: 0.32650526918544504\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.188328022903334\n", + " groundflux: NumPy array of shape (2208,), min: -260.21394024069536, max: 252.43751752119852\n", + " Ed: NumPy array of shape (2208,), min: 3.7343579285939583, max: 35.89687331865917\n", + " Ew: NumPy array of shape (2208,), min: 2.823433672891272, max: 33.65224438111375\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.0072078538767, max: 301.54128061525967\n", + " rh: NumPy array of shape (2208,), min: 9.4948593481246, max: 99.88893389900713\n", + " wind: NumPy array of shape (2208,), min: 0.934724797409773, max: 22.93612822710379\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023824436439997525\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.221853355180037\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1013.9786059759305\n", + " soilm: NumPy array of shape (2208,), min: 0.05390467697183221, max: 0.328690381494417\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.188328022903334\n", + " groundflux: NumPy array of shape (2208,), min: -240.0, max: 210.8609112581048\n", + " Ed: NumPy array of shape (2208,), min: 3.919688695634791, max: 35.794258942894274\n", + " Ew: NumPy array of shape (2208,), min: 2.9868202653337756, max: 33.557718440968245\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 256.5391023412642, max: 301.3689232529032\n", + " rh: NumPy array of shape (2208,), min: 8.950946845152878, max: 99.94410833573039\n", + " wind: NumPy array of shape (2208,), min: 0.8737937372332971, max: 18.372362874143892\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002130798629929387\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.336669515743631\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84447.44795941781\n", + " soilm: NumPy array of shape (2208,), min: 0.05422903142642638, max: 0.350601520663694\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.34422053751478976\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4648191352384385\n", + " Ed: NumPy array of shape (2208,), min: 4.112495709300156, max: 35.85486819821498\n", + " Ew: NumPy array of shape (2208,), min: 3.1469848127965387, max: 33.613242515008274\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.87481758506254, max: 301.37779282250426\n", + " rh: NumPy array of shape (2208,), min: 8.827489843502942, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7190532522968116, max: 20.487486359019755\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022659691220021354\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.78974672384532\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84807.93722740536\n", + " soilm: NumPy array of shape (2208,), min: 0.05390467697183221, max: 0.35245745169199866\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.36981695877333176\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.434174269597047\n", + " Ed: NumPy array of shape (2208,), min: 4.07592484958629, max: 35.88612168294754\n", + " Ew: NumPy array of shape (2208,), min: 3.114953041340179, max: 33.63931440234114\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.5258970378311, max: 301.5363933977078\n", + " rh: NumPy array of shape (2208,), min: 8.87384964823212, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.67653376000833, max: 20.497617194505608\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002698414664832974\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.561584193490475\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84807.93722740536\n", + " soilm: NumPy array of shape (2208,), min: 0.05422903142642638, max: 0.35633601976987567\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.43738145694588504\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4922902994171505\n", + " Ed: NumPy array of shape (2208,), min: 3.7696371723629882, max: 35.97886845177386\n", + " Ew: NumPy array of shape (2208,), min: 2.844016635307902, max: 33.732061171167466\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.0117171420444, max: 301.6053870458749\n", + " rh: NumPy array of shape (2208,), min: 8.41617708277299, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7085769713877483, max: 19.822245189215586\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022595657055460025\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.89997325919553\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84785.59844869387\n", + " soilm: NumPy array of shape (2208,), min: 0.05422903142642638, max: 0.33795106743442016\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.43738145694588504\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.612770522206464\n", + " Ed: NumPy array of shape (2208,), min: 3.653925522046909, max: 36.009475389137826\n", + " Ew: NumPy array of shape (2208,), min: 2.7421576664780956, max: 33.762668108531436\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "RHRS2_202403\n", + " loc\n", + " STID : RHRS2\n", + " lat : 43.8778\n", + " lon : -103.44946\n", + " elev : 5071\n", + " pixel_x : 740.104726363093\n", + " pixel_y : 324.60458080068054\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 259.26099999999997, max: 300.37199999999996\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 34.544, max: 259.08\n", + " rh: NumPy array of shape (2208,), min: 10.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 15.737\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 4.061455357759514, max: 36.2594846511647\n", + " Ew: NumPy array of shape (2208,), min: 3.113692500294179, max: 34.01267737055831\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.5184369894592, max: 300.2292459613593\n", + " rh: NumPy array of shape (2208,), min: 8.717434258988717, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.28426990412728315, max: 15.063403520034814\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1011.8524382638562\n", + " soilm: NumPy array of shape (2208,), min: 0.05670931009389153, max: 0.3504997979814274\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -289.3708456533863, max: 384.2230337494226\n", + " Ed: NumPy array of shape (2208,), min: 4.418001514242508, max: 36.50223376048943\n", + " Ew: NumPy array of shape (2208,), min: 3.443321325383147, max: 34.25719084086907\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.5919410718472, max: 299.1474686830029\n", + " rh: NumPy array of shape (2208,), min: 10.314713652631323, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.6906845543830578, max: 16.208621530162407\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002526791424208145\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.067117231405797\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1010.9189420258199\n", + " soilm: NumPy array of shape (2208,), min: 0.056667899195328233, max: 0.35172846721011203\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -216.04580800680537, max: 399.85473360980905\n", + " Ed: NumPy array of shape (2208,), min: 4.400619549941292, max: 36.248651525104194\n", + " Ew: NumPy array of shape (2208,), min: 3.440171961744866, max: 34.0018442444978\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.7450928205025, max: 299.42567832928194\n", + " rh: NumPy array of shape (2208,), min: 8.837410065062233, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.843474212144155, max: 14.64512588169061\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006392496228767495\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.908869543755978\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82518.52752345186\n", + " soilm: NumPy array of shape (2208,), min: 0.05712663487275139, max: 0.3539349267571837\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.011047263384004918, max: 2.0650559206068935\n", + " Ed: NumPy array of shape (2208,), min: 4.340374982514733, max: 36.28339850373886\n", + " Ew: NumPy array of shape (2208,), min: 3.3836323991005033, max: 34.038942963005795\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.74017226869466, max: 299.37602430547526\n", + " rh: NumPy array of shape (2208,), min: 8.952263111700743, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.5502979552117797, max: 15.830080285913503\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.007213867227665192\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.19484217598086\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82905.87531265811\n", + " soilm: NumPy array of shape (2208,), min: 0.05681403651495132, max: 0.3553124538292458\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010828216050808371, max: 2.0981789685659873\n", + " Ed: NumPy array of shape (2208,), min: 4.310126738960793, max: 36.22577257740518\n", + " Ew: NumPy array of shape (2208,), min: 3.3658257181393116, max: 33.97896529679879\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.78672385006956, max: 299.43439416762845\n", + " rh: NumPy array of shape (2208,), min: 9.000058264401908, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.6963809071890523, max: 15.149266324361331\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0036331942862663875\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.447952511352796\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83358.0694433838\n", + " soilm: NumPy array of shape (2208,), min: 0.056667899195328233, max: 0.36787430345764427\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010633155246842023, max: 2.054685767166357\n", + " Ed: NumPy array of shape (2208,), min: 4.3202901938271685, max: 36.171964872953886\n", + " Ew: NumPy array of shape (2208,), min: 3.3657211672045504, max: 33.925157592347496\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 256.96489997312455, max: 299.3960072250155\n", + " rh: NumPy array of shape (2208,), min: 9.237649528915203, max: 99.99999999999999\n", + " wind: NumPy array of shape (2208,), min: 0.7183814702935382, max: 15.338491821096007\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00697233963579149\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 26.952922253922484\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83018.52752345185\n", + " soilm: NumPy array of shape (2208,), min: 0.056667899195328233, max: 0.37851900794207666\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.011047263384004918, max: 2.1387967775719186\n", + " Ed: NumPy array of shape (2208,), min: 4.2232470493232235, max: 36.15760741545621\n", + " Ew: NumPy array of shape (2208,), min: 3.2820318507761366, max: 33.91256449583586\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS485_202403\n", + " loc\n", + " STID : TS485\n", + " lat : 43.73444\n", + " lon : -103.82944\n", + " elev : 5671\n", + " pixel_x : 729.5622349642209\n", + " pixel_y : 329.2494810590006\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: nan, max: nan\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 24.384, max: 205.994\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 12.964\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.62555777100295, max: 296.8281602509752\n", + " rh: NumPy array of shape (2208,), min: 10.42660019015387, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.2818878164260848, max: 16.745246836601996\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1020.6260490125575\n", + " soilm: NumPy array of shape (2208,), min: 0.05336640815706365, max: 0.311896476262514\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -201.40266974280985, max: 251.31262884276236\n", + " Ed: NumPy array of shape (2208,), min: 5.186972260846774, max: 36.11987450362769\n", + " Ew: NumPy array of shape (2208,), min: 4.176055429587959, max: 33.8917298011983\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.3457036663876, max: 296.8502012199423\n", + " rh: NumPy array of shape (2208,), min: 10.812762988230633, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7189991670109777, max: 18.34817081444635\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017526577874969905\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.221846862510831\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1025.2040810226176\n", + " soilm: NumPy array of shape (2208,), min: 0.05336640815706365, max: 0.3153020147340302\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -178.03313336472462, max: 141.09214084719588\n", + " Ed: NumPy array of shape (2208,), min: 5.363402909889883, max: 36.199950797854285\n", + " Ew: NumPy array of shape (2208,), min: 4.3500082078452325, max: 33.98648124529471\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.48786349316447, max: 296.78152963671533\n", + " rh: NumPy array of shape (2208,), min: 10.681487812683363, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7698851980526544, max: 17.32486597549504\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003108766571565345\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.437825668920581\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 80689.07859152803\n", + " soilm: NumPy array of shape (2208,), min: 0.05336640815706365, max: 0.327006880354771\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.7232540814422275\n", + " Ed: NumPy array of shape (2208,), min: 5.328536744086558, max: 35.841167846775384\n", + " Ew: NumPy array of shape (2208,), min: 4.306412462287149, max: 33.621545828269184\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.0424305210591, max: 296.3709093983071\n", + " rh: NumPy array of shape (2208,), min: 10.695514563619065, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8426546314383073, max: 20.359691419174577\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032448585195243873\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.42692954893207\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 80253.15251077189\n", + " soilm: NumPy array of shape (2208,), min: 0.05336640815706365, max: 0.3351289132434239\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.011092140599267214, max: 1.6904956577387942\n", + " Ed: NumPy array of shape (2208,), min: 5.397450411235271, max: 36.07059834618835\n", + " Ew: NumPy array of shape (2208,), min: 4.367628281674873, max: 33.82480595703458\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.91143931935727, max: 296.71577622929533\n", + " rh: NumPy array of shape (2208,), min: 10.72678977518188, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7657141489921624, max: 18.911537340194986\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.012288468466496066\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.094815649729654\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 80488.98772183797\n", + " soilm: NumPy array of shape (2208,), min: 0.05336640815706365, max: 0.33210967030112803\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.820057356418789\n", + " Ed: NumPy array of shape (2208,), min: 5.2152973394137465, max: 36.133759219951195\n", + " Ew: NumPy array of shape (2208,), min: 4.202748204155978, max: 33.89603430973037\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.7836158368273, max: 296.55571228786243\n", + " rh: NumPy array of shape (2208,), min: 10.595514286304006, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9388235170003378, max: 18.733010894503224\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014983835071017693\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.849121428493373\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 80178.10061667195\n", + " soilm: NumPy array of shape (2208,), min: 0.05336640815706365, max: 0.32095960681292396\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.706697551162075\n", + " Ed: NumPy array of shape (2208,), min: 5.111532641035161, max: 36.45992213721719\n", + " Ew: NumPy array of shape (2208,), min: 4.109164616250734, max: 34.21831635856864\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS578_202403\n", + " loc\n", + " STID : TS578\n", + " lat : 37.27323\n", + " lon : -108.74252\n", + " elev : 6833\n", + " pixel_x : 568.815342681314\n", + " pixel_y : 554.6410601081175\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: nan, max: nan\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 0.0, max: 69.088\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 4.471\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 268.7752857593357, max: 300.53577502999275\n", + " rh: NumPy array of shape (2208,), min: 6.0283227739818495, max: 96.23577812111238\n", + " wind: NumPy array of shape (2208,), min: 0.43173378339669316, max: 17.46117237457076\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1083.167660614469\n", + " soilm: NumPy array of shape (2208,), min: 0.05159074183099305, max: 0.17486528732607057\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.006628087899215025\n", + " groundflux: NumPy array of shape (2208,), min: -187.9061856834344, max: 196.2031061713833\n", + " Ed: NumPy array of shape (2208,), min: 2.5830508439276096, max: 31.732339246306534\n", + " Ew: NumPy array of shape (2208,), min: 1.8442579834386916, max: 29.774010150740146\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 269.002979543939, max: 300.16527814018923\n", + " rh: NumPy array of shape (2208,), min: 6.00845484669185, max: 97.8886328387513\n", + " wind: NumPy array of shape (2208,), min: 1.2020250194177526, max: 17.62691711864325\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00020907346169272414\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 1.3408031521148571\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1083.6763230187312\n", + " soilm: NumPy array of shape (2208,), min: 0.05159074183099305, max: 0.1755063409447399\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.006628087899215025\n", + " groundflux: NumPy array of shape (2208,), min: -167.38523005666366, max: 149.75275887029488\n", + " Ed: NumPy array of shape (2208,), min: 2.8771878071052424, max: 33.21109044617523\n", + " Ew: NumPy array of shape (2208,), min: 2.107168859327464, max: 31.1401896025224\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 269.26079055671096, max: 300.06577066440497\n", + " rh: NumPy array of shape (2208,), min: 5.914718122883026, max: 99.80067586427188\n", + " wind: NumPy array of shape (2208,), min: 1.286091967166049, max: 15.733707598392117\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0006829421550480579\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.653521489363981\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69672.45017424924\n", + " soilm: NumPy array of shape (2208,), min: 0.05159074183099305, max: 0.20663917708152857\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.006628087899215025\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.361645033736067\n", + " Ed: NumPy array of shape (2208,), min: 2.68623503091992, max: 35.46755068893218\n", + " Ew: NumPy array of shape (2208,), min: 1.9345669590574408, max: 33.23908313426962\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 269.10819575579393, max: 300.16255959748287\n", + " rh: NumPy array of shape (2208,), min: 5.817703708648007, max: 98.56551371565679\n", + " wind: NumPy array of shape (2208,), min: 1.0528559068355408, max: 15.071569462734136\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0008902864911647067\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.58187068552901\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70304.70132917563\n", + " soilm: NumPy array of shape (2208,), min: 0.05159074183099305, max: 0.25454017408738044\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.04252207762232996\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4197984673985258\n", + " Ed: NumPy array of shape (2208,), min: 2.6924310978015735, max: 34.09732504773793\n", + " Ew: NumPy array of shape (2208,), min: 1.953602568389957, max: 31.974265490712053\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 268.97697690171236, max: 300.16754393267956\n", + " rh: NumPy array of shape (2208,), min: 5.843294864389544, max: 97.97442916683019\n", + " wind: NumPy array of shape (2208,), min: 0.9765687712228951, max: 15.40995222046583\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014837091055905193\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.63491330129043\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 63110.43514513877\n", + " soilm: NumPy array of shape (2208,), min: 0.05159074183099305, max: 0.2337005425858016\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.04252207762232996\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3568718400747963\n", + " Ed: NumPy array of shape (2208,), min: 2.6981225156395787, max: 33.46456044165005\n", + " Ew: NumPy array of shape (2208,), min: 1.954348329995685, max: 31.387254737429213\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 268.9179053825482, max: 300.0839813658867\n", + " rh: NumPy array of shape (2208,), min: 5.679453597187843, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.025901580668132, max: 15.084435235824797\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0010560863916300328\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.63491330129043\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66905.0449656919\n", + " soilm: NumPy array of shape (2208,), min: 0.05159074183099305, max: 0.2821459964627314\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.04252207762232996\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3681610165795415\n", + " Ed: NumPy array of shape (2208,), min: 2.763306728906717, max: 35.42409974938643\n", + " Ew: NumPy array of shape (2208,), min: 2.0080252439581487, max: 33.17729246878004\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS582_202403\n", + " loc\n", + " STID : TS582\n", + " lat : 39.94883\n", + " lon : -105.41347\n", + " elev : 7947\n", + " pixel_x : 675.0111795992831\n", + " pixel_y : 466.02531383392744\n", + " RAWS\n", + " temp: NumPy array of shape (1207,), min: 265.37199999999996, max: 296.48299999999995\n", + " fm: NumPy array of shape (1207,), min: 3.6, max: 27.4\n", + " precip_accum: NumPy array of shape (1207,), min: 0.0, max: 93.472\n", + " rh: NumPy array of shape (1207,), min: 8.0, max: 100.0\n", + " solar: NumPy array of shape (1207,), min: 0.0, max: 1090.0\n", + " wind: NumPy array of shape (1207,), min: 0.0, max: 4.471\n", + " time_raws: NumPy array of shape (1207,), type object\n", + " hours : 1207\n", + " rain: NumPy array of shape (1207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1207,), min: 4.152787324282493, max: 36.95949755989658\n", + " Ew: NumPy array of shape (1207,), min: 3.318788186880966, max: 34.712690279290186\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.49780041070875, max: 295.541167550274\n", + " rh: NumPy array of shape (2208,), min: 7.183614982122437, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.07558838014981609, max: 18.571440860588424\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1073.781815451173\n", + " soilm: NumPy array of shape (2208,), min: 0.065671927226348, max: 0.33792822945580536\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -420.4712827553489, max: 755.865773380319\n", + " Ed: NumPy array of shape (2208,), min: 4.191245497782504, max: 36.95488807245728\n", + " Ew: NumPy array of shape (2208,), min: 3.3113486919349095, max: 34.719359898806154\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.733746263314, max: 296.382824438882\n", + " rh: NumPy array of shape (2208,), min: 8.143424596232292, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7256658992221621, max: 21.229323531964635\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026001183778184686\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.138652813910307\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1078.9322834621394\n", + " soilm: NumPy array of shape (2208,), min: 0.065671927226348, max: 0.3379782912280739\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -536.1543304444041, max: 243.36290224034292\n", + " Ed: NumPy array of shape (2208,), min: 4.1272305317867355, max: 36.50181231165991\n", + " Ew: NumPy array of shape (2208,), min: 3.263444627359799, max: 34.25557574248926\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.90467101457926, max: 296.1034666359583\n", + " rh: NumPy array of shape (2208,), min: 6.517493292121875, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6445179126943242, max: 16.348915844354853\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026033310758921857\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.192194102004153\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74939.0490229332\n", + " soilm: NumPy array of shape (2208,), min: 0.065671927226348, max: 0.3370784265764931\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01010896578168155, max: 2.259053345998637\n", + " Ed: NumPy array of shape (2208,), min: 3.7349006716548416, max: 36.39255268025548\n", + " Ew: NumPy array of shape (2208,), min: 2.9705086523733284, max: 34.14692673210991\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.590454459884, max: 295.6394663697266\n", + " rh: NumPy array of shape (2208,), min: 7.0071340614878475, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6074906748727325, max: 17.221824275134328\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001999295738597627\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.983112760347995\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75877.95526001447\n", + " soilm: NumPy array of shape (2208,), min: 0.065671927226348, max: 0.33796739444285584\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010217931786880519, max: 2.3991025747224377\n", + " Ed: NumPy array of shape (2208,), min: 3.9639210598828054, max: 36.374611224545056\n", + " Ew: NumPy array of shape (2208,), min: 3.1753043330229165, max: 34.128011816116896\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.12066938201707, max: 296.7741963082423\n", + " rh: NumPy array of shape (2208,), min: 6.723201728854593, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4990080533545489, max: 17.632736797443897\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021010895858840323\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.899895941659132\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74986.50061722515\n", + " soilm: NumPy array of shape (2208,), min: 0.065671927226348, max: 0.33797857423138405\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01001414970214767, max: 2.4135789155105978\n", + " Ed: NumPy array of shape (2208,), min: 3.8992216688713865, max: 36.442556240162965\n", + " Ew: NumPy array of shape (2208,), min: 3.1244905359298616, max: 34.19574895955657\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.6882063591987, max: 296.59944309113115\n", + " rh: NumPy array of shape (2208,), min: 6.1135462667005935, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5369722464952756, max: 18.922879401158188\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018767826279635275\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.004919336501818\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75764.0547186981\n", + " soilm: NumPy array of shape (2208,), min: 0.065671927226348, max: 0.33803130727291986\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010005659746748618, max: 2.627554563489255\n", + " Ed: NumPy array of shape (2208,), min: 3.6450194424494717, max: 36.294026611147444\n", + " Ew: NumPy array of shape (2208,), min: 2.9016592051063297, max: 34.048745678366835\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "HITI4_202403\n", + " loc\n", + " STID : HITI4\n", + " lat : 41.42167\n", + " lon : -95.85361\n", + " elev : 1260\n", + " pixel_x : 945.4920388811603\n", + " pixel_y : 420.6451665625886\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 265.37199999999996, max: 303.70599999999996\n", + " fm: NumPy array of shape (2207,), min: 5.3, max: 27.1\n", + " precip_accum: NumPy array of shape (2207,), min: 9.144, max: 418.084\n", + " rh: NumPy array of shape (2207,), min: 14.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 10.284\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.660845415206001, max: 36.55954161152882\n", + " Ew: NumPy array of shape (2207,), min: 3.598631235710461, max: 34.312734330922424\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.9447608559206, max: 303.59618390092044\n", + " rh: NumPy array of shape (2208,), min: 14.330429766972468, max: 99.35705100610089\n", + " wind: NumPy array of shape (2208,), min: 0.29414125019536314, max: 16.61908869155854\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1003.9794550092953\n", + " soilm: NumPy array of shape (2208,), min: 0.06063952117191744, max: 0.37082441111832254\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39626136580397675\n", + " groundflux: NumPy array of shape (2208,), min: -184.56720153438883, max: 242.17627993662518\n", + " Ed: NumPy array of shape (2208,), min: 5.3401486767820385, max: 32.35914245123122\n", + " Ew: NumPy array of shape (2208,), min: 4.190694146115864, max: 30.170131053834595\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.6045946158398, max: 303.29175374482395\n", + " rh: NumPy array of shape (2208,), min: 15.196886108748519, max: 99.47628846410554\n", + " wind: NumPy array of shape (2208,), min: 0.8088177882002141, max: 16.74427541461961\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.010733636088712313\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 23.21389436927236\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1000.8131894923946\n", + " soilm: NumPy array of shape (2208,), min: 0.06063952117191744, max: 0.3800389953556817\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39626136580397675\n", + " groundflux: NumPy array of shape (2208,), min: -146.87328319834577, max: 235.35075027280638\n", + " Ed: NumPy array of shape (2208,), min: 4.98035852493141, max: 34.026504565329056\n", + " Ew: NumPy array of shape (2208,), min: 3.8763865936781166, max: 31.827069544949627\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.8054918326367, max: 303.1409438001335\n", + " rh: NumPy array of shape (2208,), min: 15.22370255559948, max: 97.24946996078798\n", + " wind: NumPy array of shape (2208,), min: 0.7085158058579697, max: 17.3350704468468\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.011021914989784515\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 39.34301154543102\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 94288.4258722365\n", + " soilm: NumPy array of shape (2208,), min: 0.06081411272287478, max: 0.40383227050241505\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3069835204259033\n", + " Ed: NumPy array of shape (2208,), min: 4.897902576231477, max: 31.475213800979258\n", + " Ew: NumPy array of shape (2208,), min: 3.7993746326815008, max: 29.450223927396348\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.74196342443906, max: 303.060613707324\n", + " rh: NumPy array of shape (2208,), min: 16.502413391690805, max: 97.56665605398913\n", + " wind: NumPy array of shape (2208,), min: 0.8151796439376613, max: 15.17784611679918\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.01257888987557032\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 42.52496542072035\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 94750.3109040561\n", + " soilm: NumPy array of shape (2208,), min: 0.06081411272287478, max: 0.41165497572325493\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2970862169755686\n", + " Ed: NumPy array of shape (2208,), min: 5.2902396634617554, max: 31.741476695174708\n", + " Ew: NumPy array of shape (2208,), min: 4.164773977325658, max: 29.69409548474892\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 265.8060849691184, max: 303.03371431927974\n", + " rh: NumPy array of shape (2208,), min: 15.832565561763339, max: 97.4730037254101\n", + " wind: NumPy array of shape (2208,), min: 0.7678032850009078, max: 19.638525045216166\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.011785085547090932\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 42.55776554720733\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 94750.3109040561\n", + " soilm: NumPy array of shape (2208,), min: 0.06113155921723534, max: 0.4241930327572514\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.571275103545862\n", + " Ed: NumPy array of shape (2208,), min: 5.353040999838026, max: 31.323334034037238\n", + " Ew: NumPy array of shape (2208,), min: 4.21028154966139, max: 29.28264333325934\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 265.91200736975156, max: 302.994468713811\n", + " rh: NumPy array of shape (2208,), min: 15.769732953160247, max: 97.30187082168779\n", + " wind: NumPy array of shape (2208,), min: 0.647526482180893, max: 17.73857762335261\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.01210799238271822\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 46.237952947660204\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 94305.88505699072\n", + " soilm: NumPy array of shape (2208,), min: 0.06113155921723534, max: 0.40500089918762383\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3235378952178158\n", + " Ed: NumPy array of shape (2208,), min: 5.261724593587111, max: 31.468599887443673\n", + " Ew: NumPy array of shape (2208,), min: 4.130157004276965, max: 29.448996566846002\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "KRNK1_202403\n", + " loc\n", + " STID : KRNK1\n", + " lat : 39.66522\n", + " lon : -99.19536\n", + " elev : 1747\n", + " pixel_x : 851.2920655015529\n", + " pixel_y : 485.758952559055\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 264.26099999999997, max: 306.48299999999995\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 43.942, max: 224.536\n", + " rh: NumPy array of shape (2208,), min: 4.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 16.987\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 2.4053344898041242, max: 35.759449716616714\n", + " Ew: NumPy array of shape (2208,), min: 1.7920346890043697, max: 33.51264243601032\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.1678255601684, max: 306.20315564767367\n", + " rh: NumPy array of shape (2208,), min: 7.271390324972398, max: 99.65888460150926\n", + " wind: NumPy array of shape (2208,), min: 0.15929358665039917, max: 15.945009292294966\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1013.0662258849959\n", + " soilm: NumPy array of shape (2208,), min: 0.05815126484324604, max: 0.43337522972487\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23135565038012523\n", + " groundflux: NumPy array of shape (2208,), min: -197.27318079576887, max: 313.3020566235996\n", + " Ed: NumPy array of shape (2208,), min: 3.351156494169044, max: 34.70766342679558\n", + " Ew: NumPy array of shape (2208,), min: 2.549996839019509, max: 32.49200879213063\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.1645823451758, max: 305.8753902329745\n", + " rh: NumPy array of shape (2208,), min: 7.8199898445675196, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6265904107658529, max: 20.229877129575154\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.026625032124889432\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 57.967031077595976\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1013.7741603834429\n", + " soilm: NumPy array of shape (2208,), min: 0.05815126484324604, max: 0.43918936967976907\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23135565038012523\n", + " groundflux: NumPy array of shape (2208,), min: -182.45223197686866, max: 252.14820059825593\n", + " Ed: NumPy array of shape (2208,), min: 3.4935781924892924, max: 34.770954801731314\n", + " Ew: NumPy array of shape (2208,), min: 2.5060410630809686, max: 32.5923298009462\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 264.1475416369502, max: 305.9053391848801\n", + " rh: NumPy array of shape (2208,), min: 7.590034913186073, max: 99.6482090657377\n", + " wind: NumPy array of shape (2208,), min: 0.5751559906012187, max: 17.143287993319095\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.03270867071899886\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 69.15473591960888\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 92944.75034763722\n", + " soilm: NumPy array of shape (2208,), min: 0.05822166636539014, max: 0.4469223599093197\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23135565038012523\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3155845798947663\n", + " Ed: NumPy array of shape (2208,), min: 3.359963461507557, max: 33.84645147549753\n", + " Ew: NumPy array of shape (2208,), min: 2.3923604000033514, max: 31.631753775927265\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.63176355295525, max: 306.010777417302\n", + " rh: NumPy array of shape (2208,), min: 7.548865628432962, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.49603236987724153, max: 16.520561303901236\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005107008611314905\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 69.61489532031722\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 93037.71018346348\n", + " soilm: NumPy array of shape (2208,), min: 0.05822166636539014, max: 0.39839958054216074\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23135565038012523\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2990392692251853\n", + " Ed: NumPy array of shape (2208,), min: 3.272049612048292, max: 35.36743899720069\n", + " Ew: NumPy array of shape (2208,), min: 2.317300569786787, max: 33.120631716594296\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 265.9693027087029, max: 306.11901868478304\n", + " rh: NumPy array of shape (2208,), min: 7.0460328461438735, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.49477496774254665, max: 18.364023838023268\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.018815085605848814\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 69.64975654286245\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 92998.47921756122\n", + " soilm: NumPy array of shape (2208,), min: 0.05822166636539014, max: 0.4305719676117138\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23135565038012523\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3646810399878588\n", + " Ed: NumPy array of shape (2208,), min: 3.2085082187715503, max: 34.433148485482945\n", + " Ew: NumPy array of shape (2208,), min: 2.2621290008305044, max: 32.186341204876555\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 265.2312895713103, max: 306.09732068673617\n", + " rh: NumPy array of shape (2208,), min: 7.182935641085352, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6416798330252573, max: 16.521724125367463\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.01946380281302101\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 69.81580758788252\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 93044.75034763724\n", + " soilm: NumPy array of shape (2208,), min: 0.05792960053421615, max: 0.42651163905527634\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.23135565038012523\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3341348066186574\n", + " Ed: NumPy array of shape (2208,), min: 3.2197739942762755, max: 34.29603767039768\n", + " Ew: NumPy array of shape (2208,), min: 2.2658263994560484, max: 32.04923038979129\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "AENC2_202403\n", + " loc\n", + " STID : AENC2\n", + " lat : 39.82425\n", + " lon : -104.85572\n", + " elev : 5257\n", + " pixel_x : 690.4418460501894\n", + " pixel_y : 471.9432194260257\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 264.26099999999997, max: 301.48299999999995\n", + " fm: NumPy array of shape (2207,), min: 4.2, max: 27.0\n", + " precip_accum: NumPy array of shape (2207,), min: 30.226, max: 173.99\n", + " rh: NumPy array of shape (2207,), min: 5.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 1074.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 13.859\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 2.869843398264973, max: 36.059506676980824\n", + " Ew: NumPy array of shape (2207,), min: 2.132578894620534, max: 33.81269939637443\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.4446625768401, max: 301.8652957535442\n", + " rh: NumPy array of shape (2208,), min: 3.6105019688392557, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.13010005635831945, max: 13.949629916676223\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1063.385065476215\n", + " soilm: NumPy array of shape (2208,), min: 0.04269212084032219, max: 0.2875898557685316\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.05832422308396434\n", + " groundflux: NumPy array of shape (2208,), min: -211.66484444297316, max: 629.569458124858\n", + " Ed: NumPy array of shape (2208,), min: 2.2097761054404153, max: 35.785429737091725\n", + " Ew: NumPy array of shape (2208,), min: 1.6253209666575812, max: 33.53862245648533\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 262.6265257587454, max: 302.7819961100402\n", + " rh: NumPy array of shape (2208,), min: 4.214250703229576, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6038336028083144, max: 14.195858777848613\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022432194743652227\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.786646123417811\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1061.9432194260257\n", + " soilm: NumPy array of shape (2208,), min: 0.04269212084032219, max: 0.28917310740938706\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.05832422308396434\n", + " groundflux: NumPy array of shape (2208,), min: -201.15481190892996, max: 257.552029780542\n", + " Ed: NumPy array of shape (2208,), min: 2.3038613952449665, max: 35.85282087764693\n", + " Ew: NumPy array of shape (2208,), min: 1.675480038345626, max: 33.61662614574164\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 263.5667739918186, max: 303.1614303936233\n", + " rh: NumPy array of shape (2208,), min: 4.755815627853648, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5154318594550075, max: 14.606802651139034\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014930529517536138\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.298295451919804\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80719.81767459336\n", + " soilm: NumPy array of shape (2208,), min: 0.04269212084032219, max: 0.2815261157863457\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.05832422308396434\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4624183089566865\n", + " Ed: NumPy array of shape (2208,), min: 2.428643346536945, max: 35.841551873798906\n", + " Ew: NumPy array of shape (2208,), min: 1.75721990965727, max: 33.60345068468278\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 263.8560298432834, max: 304.08108839682\n", + " rh: NumPy array of shape (2208,), min: 4.521858281071857, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4269582009467562, max: 14.960735965123863\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002088094507943794\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.87998825680775\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80761.49345237849\n", + " soilm: NumPy array of shape (2208,), min: 0.04310887946275731, max: 0.3068120634543525\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.05832422308396434\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4198384142257994\n", + " Ed: NumPy array of shape (2208,), min: 2.372203449346252, max: 35.66582409770267\n", + " Ew: NumPy array of shape (2208,), min: 1.619779611375872, max: 33.44159829243528\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 264.4058138255203, max: 303.8226282699632\n", + " rh: NumPy array of shape (2208,), min: 4.403169322508646, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3563110731090892, max: 14.658306712721007\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012008005209375046\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.473651813476566\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80719.81767459336\n", + " soilm: NumPy array of shape (2208,), min: 0.04314057182861987, max: 0.3008586178628245\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.05832422308396434\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4324599376619211\n", + " Ed: NumPy array of shape (2208,), min: 2.3815783156655335, max: 35.81368940227359\n", + " Ew: NumPy array of shape (2208,), min: 1.740318861230436, max: 33.57972726208849\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 264.65934083515396, max: 303.09838030463163\n", + " rh: NumPy array of shape (2208,), min: 4.405678147349846, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5221807505564338, max: 14.137798158342736\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018349515297914135\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.033658530379938\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81319.81767459336\n", + " soilm: NumPy array of shape (2208,), min: 0.04363534217783667, max: 0.29776299389992655\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.05832422308396434\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5150480613252335\n", + " Ed: NumPy array of shape (2208,), min: 2.4299040824527265, max: 35.67317616020709\n", + " Ew: NumPy array of shape (2208,), min: 1.7884761377983833, max: 33.4263688796007\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "LSTC2_202403\n", + " loc\n", + " STID : LSTC2\n", + " lat : 39.30694\n", + " lon : -105.54278\n", + " elev : 10656\n", + " pixel_x : 669.2725025161278\n", + " pixel_y : 489.4135573389158\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 257.594, max: 291.48299999999995\n", + " fm: NumPy array of shape (2208,), min: 6.4, max: 27.5\n", + " precip_accum: NumPy array of shape (2208,), min: 44.958, max: 178.562\n", + " rh: NumPy array of shape (2208,), min: 8.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 8.493\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 5.2037513103281645, max: 36.7595195857127\n", + " Ew: NumPy array of shape (2208,), min: 4.328363022426142, max: 34.512712305106305\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.93607319003996, max: 289.09007850910245\n", + " rh: NumPy array of shape (2208,), min: 1.0, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4038260722020892, max: 17.726552029899864\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1110.2537502382056\n", + " soilm: NumPy array of shape (2208,), min: 0.06800000369548798, max: 0.3463850517668373\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -511.3318867681949, max: 596.7356577750096\n", + " Ed: NumPy array of shape (2208,), min: 1.2030959932796699, max: 37.548687581405176\n", + " Ew: NumPy array of shape (2208,), min: 0.8970462605883565, max: 35.30188030079878\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.41124029477555, max: 289.1379197770382\n", + " rh: NumPy array of shape (2208,), min: 7.382144098330985, max: 99.56108718666633\n", + " wind: NumPy array of shape (2208,), min: 1.2434079509084874, max: 18.28722167267364\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019148738531860384\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.261875258414715\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1110.6673075771214\n", + " soilm: NumPy array of shape (2208,), min: 0.06800000369548798, max: 0.3463850517668373\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -373.9495988612721, max: 376.2678221001497\n", + " Ed: NumPy array of shape (2208,), min: 4.536828079275952, max: 35.77885576793958\n", + " Ew: NumPy array of shape (2208,), min: 3.7305157123788493, max: 33.60400573139711\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 256.4798657700734, max: 289.71577865934773\n", + " rh: NumPy array of shape (2208,), min: 6.999432594894732, max: 99.34754491118953\n", + " wind: NumPy array of shape (2208,), min: 0.9842933147769173, max: 17.958884778089267\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002369173352240186\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.029614917195577\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68360.51949390063\n", + " soilm: NumPy array of shape (2208,), min: 0.06800000369548798, max: 0.34598677223051183\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.012725024876851678, max: 2.572844748729995\n", + " Ed: NumPy array of shape (2208,), min: 4.475539066738205, max: 35.433504531285045\n", + " Ew: NumPy array of shape (2208,), min: 3.687293284346258, max: 33.24531849504243\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.50295268231764, max: 289.219167197671\n", + " rh: NumPy array of shape (2208,), min: 5.954893777338637, max: 99.6127046355221\n", + " wind: NumPy array of shape (2208,), min: 0.8319938494828312, max: 17.950437983353538\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002902615509724195\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.415501054509967\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68360.51949390063\n", + " soilm: NumPy array of shape (2208,), min: 0.06800000369548798, max: 0.3437858068271462\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.011598070747864328, max: 2.226850560809178\n", + " Ed: NumPy array of shape (2208,), min: 3.929143115607191, max: 35.585065575000804\n", + " Ew: NumPy array of shape (2208,), min: 3.1943235470116482, max: 33.37354266268929\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.4253285233461, max: 289.6225507462132\n", + " rh: NumPy array of shape (2208,), min: 6.297356299755167, max: 99.58727359369736\n", + " wind: NumPy array of shape (2208,), min: 0.760331517543662, max: 16.325727747461258\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019319333030192818\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.869754527680513\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68496.24954441556\n", + " soilm: NumPy array of shape (2208,), min: 0.06800000369548798, max: 0.3425944453664978\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.017802831858361002, max: 2.2427623644409937\n", + " Ed: NumPy array of shape (2208,), min: 4.062882630600186, max: 35.974851133917596\n", + " Ew: NumPy array of shape (2208,), min: 3.3098285069767797, max: 33.765594931821745\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.3657910390962, max: 289.73088119357413\n", + " rh: NumPy array of shape (2208,), min: 6.5907980699947, max: 99.48853564821094\n", + " wind: NumPy array of shape (2208,), min: 0.8237095411051811, max: 16.126525744693378\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002053247533877304\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.414216181065683\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68624.31552142905\n", + " soilm: NumPy array of shape (2208,), min: 0.06800000369548798, max: 0.3412464753833259\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.013008618944215764, max: 2.3195169325217986\n", + " Ed: NumPy array of shape (2208,), min: 4.0337128942322975, max: 35.990493669450785\n", + " Ew: NumPy array of shape (2208,), min: 3.265608794484082, max: 33.789980539286304\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "LPFC2_202403\n", + " loc\n", + " STID : LPFC2\n", + " lat : 39.15333\n", + " lon : -106.34972\n", + " elev : 9694\n", + " pixel_x : 645.6775106066393\n", + " pixel_y : 492.96042259729677\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: nan, max: nan\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 35.56, max: 141.478\n", + " rh: NumPy array of shape (2208,), min: nan, max: nan\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 7.151\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2208,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 256.4852950334558, max: 291.8499260481236\n", + " rh: NumPy array of shape (2208,), min: 10.562745078357231, max: 99.93269298486186\n", + " wind: NumPy array of shape (2208,), min: 0.17120663898376604, max: 13.910410582731307\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1098.6986070069506\n", + " soilm: NumPy array of shape (2208,), min: 0.04203958049451799, max: 0.26493714776405636\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10395774181941408\n", + " groundflux: NumPy array of shape (2208,), min: -328.2176955702618, max: 611.3774047251011\n", + " Ed: NumPy array of shape (2208,), min: 4.88471177424099, max: 35.869328251254565\n", + " Ew: NumPy array of shape (2208,), min: 3.951735636596065, max: 33.628757103612095\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.4633822537524, max: 292.338185876039\n", + " rh: NumPy array of shape (2208,), min: 9.337365914264872, max: 99.10823315687509\n", + " wind: NumPy array of shape (2208,), min: 0.6942468283610799, max: 14.651466399702255\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001505934565326562\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.1011614433418035\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1104.4156950162933\n", + " soilm: NumPy array of shape (2208,), min: 0.04203958049451799, max: 0.26493714776405636\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10395774181941408\n", + " groundflux: NumPy array of shape (2208,), min: -241.46226042164514, max: 222.36289005168942\n", + " Ed: NumPy array of shape (2208,), min: 5.105931152614215, max: 34.7556003663999\n", + " Ew: NumPy array of shape (2208,), min: 4.149323553567985, max: 32.587920808824066\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.2988987768689, max: 292.7136176852375\n", + " rh: NumPy array of shape (2208,), min: 7.195716787216959, max: 99.21916618993853\n", + " wind: NumPy array of shape (2208,), min: 0.6042389529213354, max: 14.928474650107228\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019284198505031198\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.2900930392031\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71947.12904854004\n", + " soilm: NumPy array of shape (2208,), min: 0.04203958049451799, max: 0.26306863907856065\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.13620668173112302\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2702109447284369\n", + " Ed: NumPy array of shape (2208,), min: 4.112849627723785, max: 34.538103972438755\n", + " Ew: NumPy array of shape (2208,), min: 3.315245557151208, max: 32.360983293847816\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.6612145986774, max: 293.0556678731194\n", + " rh: NumPy array of shape (2208,), min: 8.052556814692046, max: 99.8585613117028\n", + " wind: NumPy array of shape (2208,), min: 0.6411568911099879, max: 16.08329387927062\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015355020778449787\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.591590607583278\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71970.05742558284\n", + " soilm: NumPy array of shape (2208,), min: 0.04206639465897301, max: 0.26509989718610866\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.13888809298232724\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.276323246258373\n", + " Ed: NumPy array of shape (2208,), min: 4.442020453287775, max: 35.82099673151032\n", + " Ew: NumPy array of shape (2208,), min: 3.6008259210271785, max: 33.58724290797213\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.75974545567243, max: 293.3236847215843\n", + " rh: NumPy array of shape (2208,), min: 7.595599297761478, max: 99.35563573651305\n", + " wind: NumPy array of shape (2208,), min: 0.5712434451099058, max: 15.707445067969573\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012926562557543787\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.64933770369986\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71954.2112183084\n", + " soilm: NumPy array of shape (2208,), min: 0.04207915797742712, max: 0.26664852621308016\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.13888809298232724\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2079180888621681\n", + " Ed: NumPy array of shape (2208,), min: 4.4077523837317445, max: 34.57167541236433\n", + " Ew: NumPy array of shape (2208,), min: 3.5534609595003737, max: 32.382786947596436\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.8631757203348, max: 293.09741096685354\n", + " rh: NumPy array of shape (2208,), min: 7.218175723388782, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.47128956069833383, max: 14.457857906455658\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002372280510711802\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.755981110745356\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71951.78731228443\n", + " soilm: NumPy array of shape (2208,), min: 0.042322492004583684, max: 0.2669978252194115\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.13888809298232724\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2594409949811478\n", + " Ed: NumPy array of shape (2208,), min: 3.6965321924956966, max: 35.47618083182199\n", + " Ew: NumPy array of shape (2208,), min: 2.897869876691568, max: 33.2293735512156\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "LOOC2_202403\n", + " loc\n", + " STID : LOOC2\n", + " lat : 39.72417\n", + " lon : -105.25028\n", + " elev : 7504\n", + " pixel_x : 678.9324715769623\n", + " pixel_y : 474.71964192208867\n", + " RAWS\n", + " temp: NumPy array of shape (868,), min: nan, max: nan\n", + " fm: NumPy array of shape (868,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (868,), min: 28.194, max: 83.058\n", + " rh: NumPy array of shape (868,), min: nan, max: nan\n", + " solar: NumPy array of shape (868,), min: nan, max: nan\n", + " wind: NumPy array of shape (868,), min: nan, max: nan\n", + " time_raws: NumPy array of shape (868,), type object\n", + " hours : 868\n", + " rain: NumPy array of shape (868,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (868,), min: nan, max: nan\n", + " Ew: NumPy array of shape (868,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 262.21710441636026, max: 297.4340187740612\n", + " rh: NumPy array of shape (2208,), min: 7.233630648484484, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.23201576546992392, max: 22.482212445931864\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1065.5898926804703\n", + " soilm: NumPy array of shape (2208,), min: 0.04309167703033821, max: 0.3011427940361777\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.47570185792475095\n", + " groundflux: NumPy array of shape (2208,), min: -370.53776922181316, max: 578.8832445349939\n", + " Ed: NumPy array of shape (2208,), min: 3.7797124643658258, max: 36.227350079481496\n", + " Ew: NumPy array of shape (2208,), min: 2.9326250810505736, max: 33.991490186739284\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.4531418556321, max: 297.968766831132\n", + " rh: NumPy array of shape (2208,), min: 6.077632199633246, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7467840390136979, max: 24.72531641732907\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023554920228078644\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.993575036408851\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1068.484499979658\n", + " soilm: NumPy array of shape (2208,), min: 0.0428486956602756, max: 0.3011427940361777\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.47570185792475095\n", + " groundflux: NumPy array of shape (2208,), min: -419.8094089468649, max: 328.22131925882326\n", + " Ed: NumPy array of shape (2208,), min: 3.1747759114373904, max: 36.20567409201397\n", + " Ew: NumPy array of shape (2208,), min: 2.406025698209377, max: 33.97121233704102\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 260.7160883850567, max: 298.8071025565543\n", + " rh: NumPy array of shape (2208,), min: 6.243096717928106, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8077773955763602, max: 20.41305551340409\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001988098230647035\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.709809288394158\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77225.3225806513\n", + " soilm: NumPy array of shape (2208,), min: 0.0427515030760435, max: 0.30200821656520427\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.47570185792475095\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.105220921879414\n", + " Ed: NumPy array of shape (2208,), min: 3.067237244488865, max: 35.9623106813021\n", + " Ew: NumPy array of shape (2208,), min: 2.3170227503182286, max: 33.73799529929076\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.50371007761584, max: 298.8056848449233\n", + " rh: NumPy array of shape (2208,), min: 6.439069955664321, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8105323355310396, max: 21.318202428920106\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020913538656898243\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.215592676806146\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77822.79068821864\n", + " soilm: NumPy array of shape (2208,), min: 0.0426543104918114, max: 0.30147174472730437\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.47570185792475095\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.2181688077201205\n", + " Ed: NumPy array of shape (2208,), min: 3.4059386720078604, max: 36.08369317103769\n", + " Ew: NumPy array of shape (2208,), min: 2.6447007184501503, max: 33.845406113213215\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.4713751991674, max: 300.0584859407342\n", + " rh: NumPy array of shape (2208,), min: 5.620586063499264, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5347184602653942, max: 23.001809759916696\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002802917570186545\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 22.49880064454066\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77991.5085901744\n", + " soilm: NumPy array of shape (2208,), min: 0.0426543104918114, max: 0.3214663377594176\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.47570185792475095\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.1701972288478446\n", + " Ed: NumPy array of shape (2208,), min: 3.3145725677878, max: 36.15422286649775\n", + " Ew: NumPy array of shape (2208,), min: 2.5983058955537155, max: 33.91551152974782\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 261.2372969931896, max: 299.0637073147852\n", + " rh: NumPy array of shape (2208,), min: 6.065828159319615, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5330097364864085, max: 24.510937640886283\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017182676987185024\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 28.392556406973874\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77137.46479491939\n", + " soilm: NumPy array of shape (2208,), min: 0.043276758607188937, max: 0.33457052957302236\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.47570185792475095\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.248002478791797\n", + " Ed: NumPy array of shape (2208,), min: 3.2852944154881913, max: 36.13476137003735\n", + " Ew: NumPy array of shape (2208,), min: 2.5444857432041625, max: 33.903231201107666\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS661_202403\n", + " loc\n", + " STID : TS661\n", + " lat : 41.28303\n", + " lon : -105.373\n", + " elev : 8200\n", + " pixel_x : 680.3854231068183\n", + " pixel_y : 416.8156887005474\n", + " RAWS\n", + " temp: NumPy array of shape (893,), min: 267.594, max: 295.37199999999996\n", + " fm: NumPy array of shape (893,), min: 4.2, max: 27.1\n", + " precip_accum: NumPy array of shape (893,), min: 0.0, max: 61.722\n", + " rh: NumPy array of shape (893,), min: 12.0, max: 100.0\n", + " wind: NumPy array of shape (893,), min: 0.0, max: 8.493\n", + " time_raws: NumPy array of shape (893,), type object\n", + " hours : 893\n", + " rain: NumPy array of shape (893,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (893,), min: 5.293369760610558, max: 36.2594846511647\n", + " Ew: NumPy array of shape (893,), min: 4.313683769727095, max: 34.01267737055831\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.9019785901014, max: 294.14756819780735\n", + " rh: NumPy array of shape (2208,), min: 10.830315687586186, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.46292349698494584, max: 26.167626444453\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1072.9577643678608\n", + " soilm: NumPy array of shape (2208,), min: 0.04242075803850303, max: 0.2713367637897214\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22131135286554227\n", + " groundflux: NumPy array of shape (2208,), min: -407.6103647956893, max: 581.4247482407635\n", + " Ed: NumPy array of shape (2208,), min: 5.312537548432023, max: 36.685573353696384\n", + " Ew: NumPy array of shape (2208,), min: 4.345588164467324, max: 34.44206249884875\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.22844813242835, max: 294.79324567254076\n", + " rh: NumPy array of shape (2208,), min: 11.121923166183072, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1180949573105905, max: 26.56545793923204\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006103085985882322\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.183925630399934\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1075.0710378336569\n", + " soilm: NumPy array of shape (2208,), min: 0.04316280238324075, max: 0.2713367637897214\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22131135286554227\n", + " groundflux: NumPy array of shape (2208,), min: -289.87025978425226, max: 203.47986288987755\n", + " Ed: NumPy array of shape (2208,), min: 5.357991922504384, max: 36.48312977503713\n", + " Ew: NumPy array of shape (2208,), min: 4.401951346512085, max: 34.26472058919957\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.37250549993234, max: 294.86937694143984\n", + " rh: NumPy array of shape (2208,), min: 10.599226951132184, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8296788185812234, max: 25.156553595643146\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001575842956686007\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.898506903283838\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74380.2926784423\n", + " soilm: NumPy array of shape (2208,), min: 0.04316280238324075, max: 0.28839622507785484\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22131135286554227\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.0010483950894025\n", + " Ed: NumPy array of shape (2208,), min: 5.251358920220275, max: 36.63558616275918\n", + " Ew: NumPy array of shape (2208,), min: 4.291491617667881, max: 34.39207530791154\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.44830124048366, max: 294.6406549498374\n", + " rh: NumPy array of shape (2208,), min: 9.786404058619844, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.246214283003574, max: 24.65751600304788\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001601200136569357\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.030750187031774\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73618.83498912412\n", + " soilm: NumPy array of shape (2208,), min: 0.04323644839209085, max: 0.24911422243641312\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22131135286554227\n", + " groundflux: NumPy array of shape (2208,), min: 0.013143852437827489, max: 1.9152956605760512\n", + " Ed: NumPy array of shape (2208,), min: 4.781959100442912, max: 35.92608151515823\n", + " Ew: NumPy array of shape (2208,), min: 3.86629303230773, max: 33.69423920309279\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.3376940401743, max: 294.78157216889605\n", + " rh: NumPy array of shape (2208,), min: 9.330370201846222, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.2071190623944557, max: 24.777298617146446\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001807288366905544\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.143165119439132\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74036.88949566394\n", + " soilm: NumPy array of shape (2208,), min: 0.04323644839209085, max: 0.2571005909046306\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22131135286554227\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9299822873051564\n", + " Ed: NumPy array of shape (2208,), min: 4.533440687342464, max: 36.599315597527585\n", + " Ew: NumPy array of shape (2208,), min: 3.645207979625388, max: 34.352508316921195\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.550277543342, max: 294.64665731071807\n", + " rh: NumPy array of shape (2208,), min: 9.224466961752135, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8833374182109155, max: 24.414916946983876\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032384642128327435\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.813200915456353\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75279.08712613407\n", + " soilm: NumPy array of shape (2208,), min: 0.04323644839209085, max: 0.25146235761774904\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22131135286554227\n", + " groundflux: NumPy array of shape (2208,), min: 0.011132734409122564, max: 1.9605060060818014\n", + " Ed: NumPy array of shape (2208,), min: 4.615232987753374, max: 36.528791558237614\n", + " Ew: NumPy array of shape (2208,), min: 3.717049353053924, max: 34.291085839797056\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS872_202403\n", + " loc\n", + " STID : TS872\n", + " lat : 38.08139\n", + " lon : -106.32194\n", + " elev : 8975\n", + " pixel_x : 642.6697577464787\n", + " pixel_y : 532.5881077384088\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 256.48299999999995, max: 294.26099999999997\n", + " fm: NumPy array of shape (2206,), min: 4.6, max: 25.5\n", + " precip_accum: NumPy array of shape (2206,), min: 0.0, max: 97.536\n", + " rh: NumPy array of shape (2206,), min: 8.0, max: 94.0\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 8.046\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 4.21298353865076, max: 30.03348675187901\n", + " Ew: NumPy array of shape (2206,), min: 3.378984401249232, max: 28.198757515412165\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.85769057016057, max: 291.80430101009773\n", + " rh: NumPy array of shape (2208,), min: 8.740734961357457, max: 99.9863977846889\n", + " wind: NumPy array of shape (2208,), min: 0.6274105750282825, max: 15.540939761659843\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1090.515730969775\n", + " soilm: NumPy array of shape (2208,), min: 0.05591998689109405, max: 0.3374188093110397\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3316059351023941\n", + " groundflux: NumPy array of shape (2208,), min: -475.4448053142982, max: 367.76859458954596\n", + " Ed: NumPy array of shape (2208,), min: 4.52710231701346, max: 35.763718301658585\n", + " Ew: NumPy array of shape (2208,), min: 3.66207042988167, max: 33.546748075364285\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.0634613736117, max: 292.5374027281034\n", + " rh: NumPy array of shape (2208,), min: 8.634916496149893, max: 99.97279556937784\n", + " wind: NumPy array of shape (2208,), min: 1.0322976819136138, max: 17.468201242715487\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013657208620478792\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.0643692867556895\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1093.1218412562116\n", + " soilm: NumPy array of shape (2208,), min: 0.05591998689109405, max: 0.33774904731282296\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3316059351023941\n", + " groundflux: NumPy array of shape (2208,), min: -297.31610804093907, max: 154.880576754378\n", + " Ed: NumPy array of shape (2208,), min: 4.520250026007527, max: 35.49765548906458\n", + " Ew: NumPy array of shape (2208,), min: 3.649378353125997, max: 33.253374095017115\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 261.335192245174, max: 292.75931597739486\n", + " rh: NumPy array of shape (2208,), min: 6.828550939809805, max: 99.83677134070196\n", + " wind: NumPy array of shape (2208,), min: 1.058644687154709, max: 17.933743725970587\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001631350689889771\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.031316343917245\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68521.02124399407\n", + " soilm: NumPy array of shape (2208,), min: 0.05591998689109405, max: 0.34267958259956727\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3316059351023941\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7707641805552217\n", + " Ed: NumPy array of shape (2208,), min: 4.088742662482467, max: 35.60419770744956\n", + " Ew: NumPy array of shape (2208,), min: 3.308808515094219, max: 33.372437605236854\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.4685965901844, max: 293.0669495341436\n", + " rh: NumPy array of shape (2208,), min: 5.622694949972738, max: 99.9863977846889\n", + " wind: NumPy array of shape (2208,), min: 0.878088738996901, max: 17.544824302832694\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018896704370801624\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.009759463866196\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70428.13239925638\n", + " soilm: NumPy array of shape (2208,), min: 0.0560560113954309, max: 0.3454960874386433\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3316059351023941\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7914624485326582\n", + " Ed: NumPy array of shape (2208,), min: 3.576068835557957, max: 35.84544701851666\n", + " Ew: NumPy array of shape (2208,), min: 2.859682664348246, max: 33.599903588501974\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.486582341308, max: 293.42062878178257\n", + " rh: NumPy array of shape (2208,), min: 4.825549190235987, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8946857605888492, max: 17.65050486690101\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015428993179892325\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.9241860782491\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69863.90119197694\n", + " soilm: NumPy array of shape (2208,), min: 0.0560560113954309, max: 0.3452720735682424\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3040191293444069\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7438791983385475\n", + " Ed: NumPy array of shape (2208,), min: 3.1000291856168207, max: 35.72609534407617\n", + " Ew: NumPy array of shape (2208,), min: 2.4312777399946484, max: 33.486582474839025\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 261.46280192182303, max: 293.6291692156046\n", + " rh: NumPy array of shape (2208,), min: 4.440952000560513, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9501338014087075, max: 18.126249433047384\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016560642624805647\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.636453592711684\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66536.55141965323\n", + " soilm: NumPy array of shape (2208,), min: 0.055662120883627236, max: 0.3399570937577026\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3040191293444069\n", + " groundflux: NumPy array of shape (2208,), min: 0.007590935164614889, max: 1.74903107029656\n", + " Ed: NumPy array of shape (2208,), min: 2.8820446192474747, max: 35.61002778816322\n", + " Ew: NumPy array of shape (2208,), min: 2.2382545630046775, max: 33.36322050755683\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS897_202403\n", + " loc\n", + " STID : TS897\n", + " lat : 45.64255\n", + " lon : -105.97622\n", + " elev : 4090\n", + " pixel_x : 678.5513740997978\n", + " pixel_y : 253.75415977732052\n", + " RAWS\n", + " temp: NumPy array of shape (2204,), min: 259.81699999999995, max: 298.70599999999996\n", + " fm: NumPy array of shape (2204,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2204,), min: 10.414, max: 223.774\n", + " rh: NumPy array of shape (2204,), min: 12.0, max: 100.0\n", + " wind: NumPy array of shape (2204,), min: 0.0, max: 9.389\n", + " time_raws: NumPy array of shape (2204,), type object\n", + " hours : 2204\n", + " rain: NumPy array of shape (2204,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2204,), min: 4.694692476774124, max: 36.35956363734494\n", + " Ew: NumPy array of shape (2204,), min: 3.7150064858906604, max: 34.112756356738544\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.04746088338254, max: 297.6345482224566\n", + " rh: NumPy array of shape (2208,), min: 12.779402937431328, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3348628277023593, max: 15.770219020159411\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 987.8569079769163\n", + " soilm: NumPy array of shape (2208,), min: 0.0600385833197547, max: 0.37691139128391177\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -211.52189040756093, max: 206.86924031271838\n", + " Ed: NumPy array of shape (2208,), min: 5.041520449518553, max: 35.861627053838305\n", + " Ew: NumPy array of shape (2208,), min: 4.0193293002229415, max: 33.614819773231915\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.21162960823756, max: 298.27237768958145\n", + " rh: NumPy array of shape (2208,), min: 11.61114478124215, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8562119046997034, max: 16.89441781529802\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005137915577010855\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.457496281187868\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 989.6110677542367\n", + " soilm: NumPy array of shape (2208,), min: 0.0600385833197547, max: 0.3813272182048961\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -204.41083808592361, max: 190.32801731878317\n", + " Ed: NumPy array of shape (2208,), min: 4.520819430146653, max: 35.80244752921916\n", + " Ew: NumPy array of shape (2208,), min: 3.553247913902574, max: 33.55564024861277\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.33789933051713, max: 298.32432519304376\n", + " rh: NumPy array of shape (2208,), min: 10.840034048225036, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7978412258756133, max: 16.168839261432687\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005149778722912307\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 28.471049280627568\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86408.76640163761\n", + " soilm: NumPy array of shape (2208,), min: 0.0600385833197547, max: 0.4019664123329769\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4150502151362705\n", + " Ed: NumPy array of shape (2208,), min: 4.292579419219384, max: 35.81051124127621\n", + " Ew: NumPy array of shape (2208,), min: 3.350164649692644, max: 33.56607196377469\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.343988533426, max: 298.3737995493817\n", + " rh: NumPy array of shape (2208,), min: 9.900917745804179, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8593489170898887, max: 16.41160948755634\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023892419903303076\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 31.85400162593647\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86154.07221560631\n", + " soilm: NumPy array of shape (2208,), min: 0.0600385833197547, max: 0.4133641087888879\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.488251680271771\n", + " Ed: NumPy array of shape (2208,), min: 4.009162894395726, max: 35.81286381463645\n", + " Ew: NumPy array of shape (2208,), min: 3.0996221243705793, max: 33.56857362578546\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.37640203085067, max: 298.2117113820365\n", + " rh: NumPy array of shape (2208,), min: 8.158533193400226, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.837443662978643, max: 20.35619142231232\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004923877448704103\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 35.58566307864912\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85843.78966002379\n", + " soilm: NumPy array of shape (2208,), min: 0.0600385833197547, max: 0.4067051545061078\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.011355499060924777, max: 1.9079417032602959\n", + " Ed: NumPy array of shape (2208,), min: 3.5126765299794083, max: 35.824327597623096\n", + " Ew: NumPy array of shape (2208,), min: 2.6671625124427387, max: 33.577520317016706\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.5197524052271, max: 298.5330828056177\n", + " rh: NumPy array of shape (2208,), min: 7.66956226459318, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6622883168142177, max: 23.125560163586535\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032430419028509905\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 42.2468379204969\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 88096.4487546453\n", + " soilm: NumPy array of shape (2208,), min: 0.0600385833197547, max: 0.40753361984628356\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8151396506837405\n", + " Ed: NumPy array of shape (2208,), min: 3.348451266082733, max: 35.79613398896214\n", + " Ew: NumPy array of shape (2208,), min: 2.5290418083499944, max: 33.552865755816825\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "RRAC2_202403\n", + " loc\n", + " STID : RRAC2\n", + " lat : 38.95861\n", + " lon : -104.95278\n", + " elev : 9207\n", + " pixel_x : 685.0913588297151\n", + " pixel_y : 503.7062626348206\n", + " RAWS\n", + " temp: NumPy array of shape (2190,), min: 259.81699999999995, max: 293.70599999999996\n", + " fm: NumPy array of shape (2190,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2190,), min: 27.432, max: 94.996\n", + " rh: NumPy array of shape (2190,), min: nan, max: nan\n", + " solar: NumPy array of shape (2190,), min: nan, max: nan\n", + " wind: NumPy array of shape (2190,), min: 0.0, max: 20.562\n", + " time_raws: NumPy array of shape (2190,), type object\n", + " hours : 2190\n", + " rain: NumPy array of shape (2190,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2190,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2190,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.16061827752276, max: 294.22887679882035\n", + " rh: NumPy array of shape (2208,), min: 7.084005538018875, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.23044790805532236, max: 19.41766805136247\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1089.6619937558862\n", + " soilm: NumPy array of shape (2208,), min: 0.05104145463684018, max: 0.3188980716312534\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -330.7897698057326, max: 781.5716483316428\n", + " Ed: NumPy array of shape (2208,), min: 4.743530177524217, max: 36.583916737031814\n", + " Ew: NumPy array of shape (2208,), min: 3.878868213734277, max: 34.344126601718685\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.9832277373725, max: 292.130652871769\n", + " rh: NumPy array of shape (2208,), min: 6.288002103038626, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0767798072364756, max: 22.967469301815484\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019742499661689217\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.645005569344605\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1092.5540581753605\n", + " soilm: NumPy array of shape (2208,), min: 0.051105978095389144, max: 0.3198067202284654\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -236.02892399482724, max: 241.72639678509657\n", + " Ed: NumPy array of shape (2208,), min: 4.43588199517688, max: 36.03096617412732\n", + " Ew: NumPy array of shape (2208,), min: 3.6793446486212793, max: 33.83143798977015\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.07383774450204, max: 292.2298876540811\n", + " rh: NumPy array of shape (2208,), min: 6.64430051012709, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1770322872508678, max: 22.965502845611\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0027679163146986955\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.85394858854504\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 72635.62169211305\n", + " soilm: NumPy array of shape (2208,), min: 0.05117050131356998, max: 0.3220676195064266\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010645233039947537, max: 3.0959820017933177\n", + " Ed: NumPy array of shape (2208,), min: 4.609956540187232, max: 36.2363603158841\n", + " Ew: NumPy array of shape (2208,), min: 3.834417276717298, max: 34.0091842617972\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.22305634872066, max: 293.820429087019\n", + " rh: NumPy array of shape (2208,), min: 7.6345660944964875, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9580281097477222, max: 22.26817830227889\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002236973942383993\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.886383261308646\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 72700.14501990176\n", + " soilm: NumPy array of shape (2208,), min: 0.05119733666994, max: 0.32305532599064096\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01385096163935203, max: 3.081951562802099\n", + " Ed: NumPy array of shape (2208,), min: 4.406605784384047, max: 36.061337346092266\n", + " Ew: NumPy array of shape (2208,), min: 3.585585292769327, max: 33.86010437397061\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.32947305236286, max: 294.0329882769909\n", + " rh: NumPy array of shape (2208,), min: 7.31046318635099, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9364977423270772, max: 23.11610146184857\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024186988606041773\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.53490483515432\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 72702.8285700944\n", + " soilm: NumPy array of shape (2208,), min: 0.051815734697219, max: 0.3228689342325738\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.015606391935494578, max: 3.119052475196339\n", + " Ed: NumPy array of shape (2208,), min: 4.8922956649486276, max: 36.001861148233324\n", + " Ew: NumPy array of shape (2208,), min: 4.059641453806409, max: 33.76492494395097\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.55297320553035, max: 294.16563038679215\n", + " rh: NumPy array of shape (2208,), min: 6.832005847792617, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8408904602826841, max: 22.16329036893886\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023695146113809564\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.077623351150297\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 72702.8285700944\n", + " soilm: NumPy array of shape (2208,), min: 0.051686688020489195, max: 0.3222540196186693\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 3.0375963188151758\n", + " Ed: NumPy array of shape (2208,), min: 4.663019104845367, max: 35.849745160684165\n", + " Ew: NumPy array of shape (2208,), min: 3.8829153563830436, max: 33.606175677255415\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "FKTC2_202403\n", + " loc\n", + " STID : FKTC2\n", + " lat : 39.39222\n", + " lon : -104.75083\n", + " elev : 6158\n", + " pixel_x : 692.1586996411072\n", + " pixel_y : 488.14709856968796\n", + " RAWS\n", + " temp: NumPy array of shape (2193,), min: 259.81699999999995, max: 300.37199999999996\n", + " fm: NumPy array of shape (2193,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2193,), min: 46.736, max: 185.674\n", + " rh: NumPy array of shape (2193,), min: 4.0, max: 100.0\n", + " solar: NumPy array of shape (2193,), min: nan, max: nan\n", + " wind: NumPy array of shape (2193,), min: 0.0, max: 12.964\n", + " time_raws: NumPy array of shape (2193,), type object\n", + " hours : 2193\n", + " rain: NumPy array of shape (2193,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2193,), min: 2.5159715191333145, max: 36.15958566316105\n", + " Ew: NumPy array of shape (2193,), min: 1.9026717183335595, max: 33.912778382554656\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.7687375052207, max: 297.73168084521257\n", + " rh: NumPy array of shape (2208,), min: 3.1924947597295885, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.15671864089063986, max: 14.884282099717732\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1076.3173992822144\n", + " soilm: NumPy array of shape (2208,), min: 0.06610439354593718, max: 0.2939568527935865\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -237.29289698219313, max: 712.7937750882916\n", + " Ed: NumPy array of shape (2208,), min: 2.3061577256768304, max: 36.11893489590794\n", + " Ew: NumPy array of shape (2208,), min: 1.7549975415086274, max: 33.87212761530155\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.61918174167977, max: 299.1050828430448\n", + " rh: NumPy array of shape (2208,), min: 3.830430766662247, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7740295845639321, max: 16.371003490594468\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002414562952085207\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.581155752407834\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1076.329142701012\n", + " soilm: NumPy array of shape (2208,), min: 0.06610439354593718, max: 0.2959568528128045\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -225.82284620661227, max: 348.64999301366083\n", + " Ed: NumPy array of shape (2208,), min: 2.651283822600386, max: 35.75747230152603\n", + " Ew: NumPy array of shape (2208,), min: 2.0503044916087116, max: 33.51066502091963\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.2446611925585, max: 298.93127839539017\n", + " rh: NumPy array of shape (2208,), min: 3.681646424791927, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7300706786936457, max: 17.055699852554625\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016500413513025013\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.72725116165362\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80303.54893450456\n", + " soilm: NumPy array of shape (2208,), min: 0.06610439354593718, max: 0.2910636023649712\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4319117786814195\n", + " Ed: NumPy array of shape (2208,), min: 2.55879540340152, max: 35.95362267158966\n", + " Ew: NumPy array of shape (2208,), min: 1.9689247959360903, max: 33.706815390983266\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 262.71539483513664, max: 299.3146891060512\n", + " rh: NumPy array of shape (2208,), min: 3.859836250089934, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7318496392098934, max: 16.828732573267317\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0025711341690073802\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.14171858267805\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80636.49167408145\n", + " soilm: NumPy array of shape (2208,), min: 0.06610439354593718, max: 0.2833805671668563\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2688109826436131\n", + " Ed: NumPy array of shape (2208,), min: 2.6137086650337067, max: 35.71300460623163\n", + " Ew: NumPy array of shape (2208,), min: 2.0105674179575854, max: 33.467454964014834\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 262.53939996208976, max: 299.4382384596811\n", + " rh: NumPy array of shape (2208,), min: 3.8363567702767196, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6094102507333911, max: 16.400839169155592\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003180169039370411\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 23.296475121921983\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80592.36210317505\n", + " soilm: NumPy array of shape (2208,), min: 0.06610439354593718, max: 0.30243281979997994\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3251592178270453\n", + " Ed: NumPy array of shape (2208,), min: 2.6371959411728825, max: 35.789428499271466\n", + " Ew: NumPy array of shape (2208,), min: 2.0357800507542354, max: 33.55014024084989\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 262.65081963982414, max: 299.40451130376005\n", + " rh: NumPy array of shape (2208,), min: 4.256452990735979, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7614117448198839, max: 18.648126881465142\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002822143879672462\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 29.426004708502486\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80377.09821934855\n", + " soilm: NumPy array of shape (2208,), min: 0.06610439354593718, max: 0.302520801082092\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5036673747872242\n", + " Ed: NumPy array of shape (2208,), min: 2.860223882613286, max: 35.69396611418123\n", + " Ew: NumPy array of shape (2208,), min: 2.228932538001687, max: 33.46137505105579\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "DMTC2_202403\n", + " loc\n", + " STID : DMTC2\n", + " lat : 39.765\n", + " lon : -105.59694\n", + " elev : 7973\n", + " pixel_x : 669.2169520963874\n", + " pixel_y : 472.36176469493006\n", + " RAWS\n", + " temp: NumPy array of shape (365,), min: 273.15, max: 295.928\n", + " fm: NumPy array of shape (365,), min: 5.1, max: 21.3\n", + " precip_accum: NumPy array of shape (365,), min: 0.0, max: 1.016\n", + " rh: NumPy array of shape (365,), min: 7.0, max: 95.0\n", + " solar: NumPy array of shape (365,), min: 0.0, max: 1054.0\n", + " wind: NumPy array of shape (365,), min: 0.0, max: 10.284\n", + " time_raws: NumPy array of shape (365,), type object\n", + " hours : 365\n", + " rain: NumPy array of shape (365,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (365,), min: 4.18200100853957, max: 30.113579139234957\n", + " Ew: NumPy array of shape (365,), min: 3.3937278862138807, max: 28.227254279558707\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.016038303297, max: 292.93990777818044\n", + " rh: NumPy array of shape (2208,), min: 1.7524194003141567, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.47702516415488844, max: 17.068634268107015\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1089.133045105718\n", + " soilm: NumPy array of shape (2208,), min: 0.053417002910973864, max: 0.3075413597724713\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -394.7544027142193, max: 828.0214515419283\n", + " Ed: NumPy array of shape (2208,), min: 1.8308940928244355, max: 36.15205269461806\n", + " Ew: NumPy array of shape (2208,), min: 1.4213112269022372, max: 33.90524541401166\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.9982172635629, max: 293.89432251666454\n", + " rh: NumPy array of shape (2208,), min: 9.002839440886895, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1029600035591873, max: 19.4223662817618\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015252615548679378\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.591315943021256\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1090.6328139233644\n", + " soilm: NumPy array of shape (2208,), min: 0.053417002910973864, max: 0.30661983390892145\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -381.793441313482, max: 319.4068986139897\n", + " Ed: NumPy array of shape (2208,), min: 4.916608552173188, max: 35.50379855556026\n", + " Ew: NumPy array of shape (2208,), min: 3.970934685961691, max: 33.25699127495386\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.1684839370264, max: 294.33922190360664\n", + " rh: NumPy array of shape (2208,), min: 8.409763691406846, max: 99.78005686149203\n", + " wind: NumPy array of shape (2208,), min: 1.0389331276043188, max: 17.782319782107297\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001734325933312907\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.089009705760894\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72220.07891547635\n", + " soilm: NumPy array of shape (2208,), min: 0.053417002910973864, max: 0.3060062143582403\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.0320825832754843\n", + " Ed: NumPy array of shape (2208,), min: 4.306553619676863, max: 35.384909537331744\n", + " Ew: NumPy array of shape (2208,), min: 3.409429694879124, max: 33.15831717054106\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.7158319233327, max: 295.0111303819691\n", + " rh: NumPy array of shape (2208,), min: 8.115715515627414, max: 98.87520876972971\n", + " wind: NumPy array of shape (2208,), min: 1.0552880538016574, max: 17.829225895999937\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017156970286610657\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.666091711691205\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72823.55280650381\n", + " soilm: NumPy array of shape (2208,), min: 0.053417002910973864, max: 0.3062226928603268\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01138466461976695, max: 2.0577762251530456\n", + " Ed: NumPy array of shape (2208,), min: 4.214251374438452, max: 34.56532391846575\n", + " Ew: NumPy array of shape (2208,), min: 3.3733353709971055, max: 32.41711807304926\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.938531871791, max: 294.01515868588893\n", + " rh: NumPy array of shape (2208,), min: 7.168355291066739, max: 98.9620747953881\n", + " wind: NumPy array of shape (2208,), min: 0.914928571863264, max: 16.91122736599741\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018993653209691242\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.130011308262269\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73008.53653229361\n", + " soilm: NumPy array of shape (2208,), min: 0.053417002910973864, max: 0.3065181332277113\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.004494590555593\n", + " Ed: NumPy array of shape (2208,), min: 3.8247838157236975, max: 34.73872891009811\n", + " Ew: NumPy array of shape (2208,), min: 3.0284724326799948, max: 32.61272880251299\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.91512101606884, max: 294.61312093438784\n", + " rh: NumPy array of shape (2208,), min: 6.851977450910011, max: 98.69990828964531\n", + " wind: NumPy array of shape (2208,), min: 0.774027502082947, max: 17.156796986870315\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013343259724946741\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.502051009662964\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73175.0031457388\n", + " soilm: NumPy array of shape (2208,), min: 0.053417002910973864, max: 0.3070490256030053\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.01078485584858009, max: 2.0656694453913342\n", + " Ed: NumPy array of shape (2208,), min: 3.6943190948018025, max: 35.07609948324951\n", + " Ew: NumPy array of shape (2208,), min: 2.913236213608548, max: 32.942229074847624\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "WPKS2_202403\n", + " loc\n", + " STID : WPKS2\n", + " lat : 44.12605\n", + " lon : -103.84389\n", + " elev : 6848\n", + " pixel_x : 730.1788231476986\n", + " pixel_y : 314.6746104085501\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 257.594, max: 294.26099999999997\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 14.732, max: 157.226\n", + " rh: NumPy array of shape (2206,), min: 16.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 10.731\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 6.57659379502415, max: 36.55954161152882\n", + " Ew: NumPy array of shape (2206,), min: 5.47651707770373, max: 34.312734330922424\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.2227173715952, max: 296.5745601334929\n", + " rh: NumPy array of shape (2208,), min: 13.447821803248198, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.31168261355393206, max: 13.017077452169548\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1019.8877895215699\n", + " soilm: NumPy array of shape (2208,), min: 0.05449578988306643, max: 0.28676011246260774\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -253.66760445062195, max: 525.8403422312485\n", + " Ed: NumPy array of shape (2208,), min: 6.285995919581396, max: 36.495930830983\n", + " Ew: NumPy array of shape (2208,), min: 5.155054395175762, max: 34.2491235503766\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.2229644481725, max: 296.04456100354275\n", + " rh: NumPy array of shape (2208,), min: 13.297400964687672, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9469623842132192, max: 14.734315595377433\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001858426329241319\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.079476030171289\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1022.5623999301199\n", + " soilm: NumPy array of shape (2208,), min: 0.05437515413126746, max: 0.2887019283397757\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -205.53974451822933, max: 228.4816488120965\n", + " Ed: NumPy array of shape (2208,), min: 6.24711638661651, max: 36.394344950630284\n", + " Ew: NumPy array of shape (2208,), min: 5.1331630201682295, max: 34.15249258884157\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 256.5008171986652, max: 296.15947864752593\n", + " rh: NumPy array of shape (2208,), min: 12.57734187975195, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7774551341325916, max: 13.545366247422558\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017879363658124463\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.961895561066523\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 78336.5182945315\n", + " soilm: NumPy array of shape (2208,), min: 0.05449578988306643, max: 0.2824408905946525\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010581871673191069, max: 1.979587892671447\n", + " Ed: NumPy array of shape (2208,), min: 6.272651923644004, max: 36.22255140733222\n", + " Ew: NumPy array of shape (2208,), min: 5.159366958020822, max: 33.9773657118147\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.67872866197087, max: 296.0259306950818\n", + " rh: NumPy array of shape (2208,), min: 12.438131784936239, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7037756170885093, max: 14.362872229947374\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0030623402453323714\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.537765429086516\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77721.8547263094\n", + " soilm: NumPy array of shape (2208,), min: 0.05355397661021013, max: 0.3093428750039977\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.1327575387913207\n", + " Ed: NumPy array of shape (2208,), min: 6.229554945896234, max: 36.10991990846195\n", + " Ew: NumPy array of shape (2208,), min: 5.126327890584753, max: 33.86993836327902\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.63826938817266, max: 296.3498410888184\n", + " rh: NumPy array of shape (2208,), min: 13.800626476848317, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7733977740205233, max: 14.209378229892081\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026248217386224985\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.14428380914896\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77815.08280185354\n", + " soilm: NumPy array of shape (2208,), min: 0.05355397661021013, max: 0.3152911168177582\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.0978628979241156\n", + " Ed: NumPy array of shape (2208,), min: 5.842307880218423, max: 36.04338483345491\n", + " Ew: NumPy array of shape (2208,), min: 4.809489684513895, max: 33.80913037394405\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 256.85399702286776, max: 296.3385852101291\n", + " rh: NumPy array of shape (2208,), min: 13.529939801732446, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7313174069200328, max: 14.518085615023793\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021211113513758054\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.750563765108872\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 78401.75680607639\n", + " soilm: NumPy array of shape (2208,), min: 0.05355397661021013, max: 0.3236314514871688\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.0180380172019374\n", + " Ed: NumPy array of shape (2208,), min: 5.616827062283367, max: 35.884359542965086\n", + " Ew: NumPy array of shape (2208,), min: 4.570591993715119, max: 33.6652752542065\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "KSEC2_202403\n", + " loc\n", + " STID : KSEC2\n", + " lat : 39.89056\n", + " lon : -106.03667\n", + " elev : 10201\n", + " pixel_x : 657.1674285747949\n", + " pixel_y : 466.5956168259912\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 258.15, max: 290.928\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 33.528, max: 155.956\n", + " rh: NumPy array of shape (2208,), min: 10.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 11.174\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 5.095668746330726, max: 36.45946262534859\n", + " Ew: NumPy array of shape (2208,), min: 4.182534741307785, max: 34.2126553447422\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.593767945185, max: 289.59833526073265\n", + " rh: NumPy array of shape (2208,), min: 9.780177680462, max: 99.44830295344327\n", + " wind: NumPy array of shape (2208,), min: 0.3157758474766337, max: 12.227564925297566\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1096.9762634040326\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.20103514284831508\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16633221492719907\n", + " groundflux: NumPy array of shape (2208,), min: -455.49940283957494, max: 590.2198816628136\n", + " Ed: NumPy array of shape (2208,), min: 5.305066279193654, max: 35.472449079819334\n", + " Ew: NumPy array of shape (2208,), min: 4.399946063823685, max: 33.38366142680198\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.8086898517666, max: 290.0456362815135\n", + " rh: NumPy array of shape (2208,), min: 8.905679243450468, max: 99.39897922664278\n", + " wind: NumPy array of shape (2208,), min: 0.828419456554696, max: 13.444548804073769\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0010595616511797413\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.765071298708032\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1091.7155037276311\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.20103514284831508\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16633221492719907\n", + " groundflux: NumPy array of shape (2208,), min: -317.8122344672323, max: 215.93228838420544\n", + " Ed: NumPy array of shape (2208,), min: 5.482030596628217, max: 35.09959997035549\n", + " Ew: NumPy array of shape (2208,), min: 4.566636370624594, max: 32.90693824539217\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.04725846805877, max: 290.6519000698285\n", + " rh: NumPy array of shape (2208,), min: 10.478325277664986, max: 99.52845040264215\n", + " wind: NumPy array of shape (2208,), min: 0.7950539614666163, max: 13.5286105989037\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013862768367351027\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.257501262054968\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67073.53528379112\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.19775264816550353\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16633221492719907\n", + " groundflux: NumPy array of shape (2208,), min: 0.010677052746302719, max: 1.842982047445426\n", + " Ed: NumPy array of shape (2208,), min: 5.269953769862709, max: 35.35312012975899\n", + " Ew: NumPy array of shape (2208,), min: 4.312011065094484, max: 33.149083617989746\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 256.5566061182454, max: 290.37184318347397\n", + " rh: NumPy array of shape (2208,), min: 9.94840837085793, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6495341130696334, max: 14.35323835312556\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018023804284498725\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.809223151346298\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66482.20938830287\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.19731965941866034\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16633221492719907\n", + " groundflux: NumPy array of shape (2208,), min: 0.01099723251718864, max: 1.9909047944464877\n", + " Ed: NumPy array of shape (2208,), min: 5.248347421044214, max: 35.77043256090613\n", + " Ew: NumPy array of shape (2208,), min: 4.337080560086371, max: 33.52362528029973\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.2360322258191, max: 290.3403711847968\n", + " rh: NumPy array of shape (2208,), min: 9.386098978026206, max: 99.05645425931424\n", + " wind: NumPy array of shape (2208,), min: 0.6474366732985357, max: 15.171341402066409\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017821606808257823\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.809546341071695\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66538.68612001142\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.19792017597406836\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16633221492719907\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9370810372094773\n", + " Ed: NumPy array of shape (2208,), min: 5.131611059026926, max: 34.82989730958263\n", + " Ew: NumPy array of shape (2208,), min: 4.194150488437739, max: 32.66658659235356\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 256.4764773426117, max: 290.7311874298873\n", + " rh: NumPy array of shape (2208,), min: 8.862855393338794, max: 99.64830069799251\n", + " wind: NumPy array of shape (2208,), min: 0.6963791425311152, max: 12.897575125970217\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015652358177773897\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.56929064925678\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67562.6583036332\n", + " soilm: NumPy array of shape (2208,), min: 0.04100000113248825, max: 0.20234466456043193\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16633221492719907\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9204198725024058\n", + " Ed: NumPy array of shape (2208,), min: 4.994573706531434, max: 35.461936310258395\n", + " Ew: NumPy array of shape (2208,), min: 4.0900597480496925, max: 33.24723040154159\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS946_202403\n", + " loc\n", + " STID : TS946\n", + " lat : 38.30667\n", + " lon : -109.06083\n", + " elev : 7360\n", + " pixel_x : 564.295666853425\n", + " pixel_y : 515.4732587834443\n", + " RAWS\n", + " temp: NumPy array of shape (1177,), min: nan, max: nan\n", + " fm: NumPy array of shape (1177,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (1177,), min: 0.0, max: 48.26\n", + " rh: NumPy array of shape (1177,), min: nan, max: nan\n", + " solar: NumPy array of shape (1177,), min: nan, max: nan\n", + " wind: NumPy array of shape (1177,), min: 0.0, max: 7.598\n", + " time_raws: NumPy array of shape (1177,), type object\n", + " hours : 1177\n", + " rain: NumPy array of shape (1177,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1177,), min: nan, max: nan\n", + " Ew: NumPy array of shape (1177,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 267.83573122086506, max: 298.8040884395177\n", + " rh: NumPy array of shape (2208,), min: 6.320319310015998, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.2603957100298884, max: 16.075194259212303\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1082.6290031572498\n", + " soilm: NumPy array of shape (2208,), min: 0.05002185338146981, max: 0.2567567513392116\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.052674122440476194\n", + " groundflux: NumPy array of shape (2208,), min: -184.77007074888917, max: 422.7986278218805\n", + " Ed: NumPy array of shape (2208,), min: 3.0404487955565322, max: 35.888832552129685\n", + " Ew: NumPy array of shape (2208,), min: 2.2569945669525477, max: 33.642025271523295\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 267.64891423548033, max: 298.54739260687086\n", + " rh: NumPy array of shape (2208,), min: 6.568756720616297, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9385717234350651, max: 17.92744991087057\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011839197557665987\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.13850450064396\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1083.8224080699808\n", + " soilm: NumPy array of shape (2208,), min: 0.050161780600396576, max: 0.25785901105795717\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.052674122440476194\n", + " groundflux: NumPy array of shape (2208,), min: -180.0, max: 222.79849414976155\n", + " Ed: NumPy array of shape (2208,), min: 3.2027541685949474, max: 35.85223872549486\n", + " Ew: NumPy array of shape (2208,), min: 2.392800984941144, max: 33.60976497053131\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 267.73985818786156, max: 298.70613610902814\n", + " rh: NumPy array of shape (2208,), min: 6.925197227477229, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.829631835506488, max: 18.51300862438512\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017440291922789309\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.045467730978981\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69222.91205375898\n", + " soilm: NumPy array of shape (2208,), min: 0.050161780600396576, max: 0.2510075883521783\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.052674122440476194\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.498284655678657\n", + " Ed: NumPy array of shape (2208,), min: 3.3954613074810767, max: 35.94612570755713\n", + " Ew: NumPy array of shape (2208,), min: 2.558372102889186, max: 33.69931842695073\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 268.0853448607076, max: 298.4854342400935\n", + " rh: NumPy array of shape (2208,), min: 6.68116778877102, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6663270101536688, max: 17.081904806041827\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014118074705297967\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.893614961684513\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 76490.31816454015\n", + " soilm: NumPy array of shape (2208,), min: 0.05045744753173915, max: 0.27624966507132076\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.052674122440476194\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.5335519896532583\n", + " Ed: NumPy array of shape (2208,), min: 3.353619723981619, max: 35.85641333823651\n", + " Ew: NumPy array of shape (2208,), min: 2.5206309405525924, max: 33.60960605763012\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 267.58686571740424, max: 299.0108050838333\n", + " rh: NumPy array of shape (2208,), min: 6.522034093010267, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7559801730823446, max: 17.61318051035018\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00187312550544537\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.358304958465196\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 75467.81552229848\n", + " soilm: NumPy array of shape (2208,), min: 0.050968376801008956, max: 0.3116637604949647\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.052674122440476194\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.5479116067303373\n", + " Ed: NumPy array of shape (2208,), min: 3.294689570752048, max: 35.81887284849702\n", + " Ew: NumPy array of shape (2208,), min: 2.4731275134814443, max: 33.572065567890625\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 267.86398199735936, max: 298.78524446827754\n", + " rh: NumPy array of shape (2208,), min: 6.452071247812414, max: 99.76666872358678\n", + " wind: NumPy array of shape (2208,), min: 0.7665140523463998, max: 17.108435913607277\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020525386875490563\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.407166610405836\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69617.3197693523\n", + " soilm: NumPy array of shape (2208,), min: 0.05110830349866727, max: 0.3046365941241939\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.06666681618465622\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.5221057019604458\n", + " Ed: NumPy array of shape (2208,), min: 3.302222837765134, max: 35.270893503424695\n", + " Ew: NumPy array of shape (2208,), min: 2.486900670324522, max: 33.04551652894128\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS954_202403\n", + " loc\n", + " STID : TS954\n", + " lat : 41.85694\n", + " lon : -104.12111\n", + " elev : 4200\n", + " pixel_x : 716.7198766907276\n", + " pixel_y : 398.3129874982614\n", + " RAWS\n", + " temp: NumPy array of shape (2066,), min: 261.483, max: 303.15\n", + " fm: NumPy array of shape (2066,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2066,), min: 0.508, max: 110.49\n", + " rh: NumPy array of shape (2066,), min: 12.0, max: 99.0\n", + " solar: NumPy array of shape (2066,), min: nan, max: nan\n", + " wind: NumPy array of shape (2066,), min: 0.0, max: 16.092\n", + " time_raws: NumPy array of shape (2066,), type object\n", + " hours : 2066\n", + " rain: NumPy array of shape (2066,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2066,), min: 4.095880477077228, max: 35.070229495262005\n", + " Ew: NumPy array of shape (2066,), min: 3.116194486193765, max: 32.911654831913545\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 262.32120665028935, max: 303.2316407366876\n", + " rh: NumPy array of shape (2208,), min: 8.438020649220546, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.24119855942473123, max: 18.905919103535002\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1026.1596300721828\n", + " soilm: NumPy array of shape (2208,), min: 0.04322531432140996, max: 0.2560873251025165\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.26978839927794823\n", + " groundflux: NumPy array of shape (2208,), min: -211.86221615067666, max: 261.58206113923825\n", + " Ed: NumPy array of shape (2208,), min: 3.693421097952035, max: 35.16964939711396\n", + " Ew: NumPy array of shape (2208,), min: 2.7298161601018993, max: 32.92284211650756\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 262.391428758451, max: 303.4729434937506\n", + " rh: NumPy array of shape (2208,), min: 8.699354512049982, max: 97.08110077502828\n", + " wind: NumPy array of shape (2208,), min: 0.4762427343166288, max: 19.04260742075034\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0028652361336941636\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.227017946143844\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1028.2158188895535\n", + " soilm: NumPy array of shape (2208,), min: 0.04322531432140996, max: 0.26117203591367194\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.26978839927794823\n", + " groundflux: NumPy array of shape (2208,), min: -209.12324906226115, max: 125.56311421312613\n", + " Ed: NumPy array of shape (2208,), min: 3.4292921564636987, max: 32.25006022816569\n", + " Ew: NumPy array of shape (2208,), min: 2.565440390470538, max: 30.23665075347022\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.2938147843248, max: 303.1074269767731\n", + " rh: NumPy array of shape (2208,), min: 8.226925315026484, max: 99.26950745548154\n", + " wind: NumPy array of shape (2208,), min: 0.44800177677880104, max: 17.762783111995677\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0028829451402753166\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.468428050787573\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81742.31091206898\n", + " soilm: NumPy array of shape (2208,), min: 0.0431376393765726, max: 0.26057386368645175\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.26978839927794823\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3927460232605113\n", + " Ed: NumPy array of shape (2208,), min: 3.5257328345008068, max: 34.55808180723211\n", + " Ew: NumPy array of shape (2208,), min: 2.638034471647779, max: 32.37663999426929\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.9989322984046, max: 303.233111556232\n", + " rh: NumPy array of shape (2208,), min: 7.986859177330655, max: 98.88577976975584\n", + " wind: NumPy array of shape (2208,), min: 0.47514098876367006, max: 17.241383696803673\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002117376799345457\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.804220122851466\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82186.13464525397\n", + " soilm: NumPy array of shape (2208,), min: 0.0431376393765726, max: 0.2737872698981802\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.26978839927794823\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4874557658479375\n", + " Ed: NumPy array of shape (2208,), min: 3.4005976265370124, max: 34.30634286695121\n", + " Ew: NumPy array of shape (2208,), min: 2.529591914663782, max: 32.1572640001789\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.9919708122908, max: 303.34223731602737\n", + " rh: NumPy array of shape (2208,), min: 8.014085877647613, max: 99.91986803541026\n", + " wind: NumPy array of shape (2208,), min: 0.6014724455832017, max: 19.700932642587464\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001593427121470611\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.296796797927712\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80136.93144526516\n", + " soilm: NumPy array of shape (2208,), min: 0.04294519148799207, max: 0.27794509695125325\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.45054357432382786\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4534875317185842\n", + " Ed: NumPy array of shape (2208,), min: 3.187382291725921, max: 35.50898967617354\n", + " Ew: NumPy array of shape (2208,), min: 2.3399927972536476, max: 33.26960176482815\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 262.2165918899037, max: 303.70627751566667\n", + " rh: NumPy array of shape (2208,), min: 7.0400617500036455, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4595889210082503, max: 18.05378934060774\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.010913666232243248\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.868571509660558\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80159.46268571391\n", + " soilm: NumPy array of shape (2208,), min: 0.04294519148799207, max: 0.2773018489629515\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.45054357432382786\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.409340644862837\n", + " Ed: NumPy array of shape (2208,), min: 2.981165313979863, max: 35.6321771780759\n", + " Ew: NumPy array of shape (2208,), min: 2.1718728576421302, max: 33.38536989746951\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TS964_202403\n", + " loc\n", + " STID : TS964\n", + " lat : 39.20347\n", + " lon : -107.31188\n", + " elev : 8300\n", + " pixel_x : 618.3598494194919\n", + " pixel_y : 488.31327039974366\n", + " RAWS\n", + " temp: NumPy array of shape (1151,), min: nan, max: nan\n", + " fm: NumPy array of shape (1151,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (1151,), min: 0.0, max: 58.166\n", + " rh: NumPy array of shape (1151,), min: nan, max: nan\n", + " wind: NumPy array of shape (1151,), min: nan, max: nan\n", + " time_raws: NumPy array of shape (1151,), type object\n", + " hours : 1151\n", + " rain: NumPy array of shape (1151,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1151,), min: nan, max: nan\n", + " Ew: NumPy array of shape (1151,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.66246455828366, max: 293.72563006991885\n", + " rh: NumPy array of shape (2208,), min: 11.342330378950557, max: 97.79880038255186\n", + " wind: NumPy array of shape (2208,), min: 0.46158279380173306, max: 10.985216692980368\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1092.1694450882571\n", + " soilm: NumPy array of shape (2208,), min: 0.06296454455555213, max: 0.3244674453094786\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4159309241349025\n", + " groundflux: NumPy array of shape (2208,), min: -688.5030907287203, max: 658.8560840406444\n", + " Ed: NumPy array of shape (2208,), min: 4.997912591008249, max: 33.14390468704888\n", + " Ew: NumPy array of shape (2208,), min: 4.025605861922185, max: 31.079647449240113\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.2119938251005, max: 293.54935001671316\n", + " rh: NumPy array of shape (2208,), min: 10.043456184563157, max: 98.9215397527492\n", + " wind: NumPy array of shape (2208,), min: 1.1596363496893345, max: 13.334068873319298\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002006018818969441\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.648039968346716\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1097.8776209192415\n", + " soilm: NumPy array of shape (2208,), min: 0.06296454455555213, max: 0.32478071503561107\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4159309241349025\n", + " groundflux: NumPy array of shape (2208,), min: -670.8381853985134, max: 249.06300672970423\n", + " Ed: NumPy array of shape (2208,), min: 4.891841490843358, max: 34.26397891027004\n", + " Ew: NumPy array of shape (2208,), min: 3.937605913724496, max: 32.11193947857645\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.0705373663222, max: 293.57209485257795\n", + " rh: NumPy array of shape (2208,), min: 9.320124246864534, max: 97.49790927053967\n", + " wind: NumPy array of shape (2208,), min: 0.9407947704854538, max: 12.829663381569784\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001519783864469773\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.965560342527043\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69685.43715536648\n", + " soilm: NumPy array of shape (2208,), min: 0.06258552487121476, max: 0.32589355554462984\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4046579076576527\n", + " groundflux: NumPy array of shape (2208,), min: 0.011127301466202826, max: 1.419184298734331\n", + " Ed: NumPy array of shape (2208,), min: 4.626737620493413, max: 32.82695227017831\n", + " Ew: NumPy array of shape (2208,), min: 3.703032695356012, max: 30.784488856526362\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.79051388660855, max: 293.72644599449944\n", + " rh: NumPy array of shape (2208,), min: 10.114543718367996, max: 96.79905231914269\n", + " wind: NumPy array of shape (2208,), min: 0.9654830212612443, max: 12.6675271711059\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020032165526107397\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.711687962568398\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66657.18440260435\n", + " soilm: NumPy array of shape (2208,), min: 0.06170381674758147, max: 0.3367711733737704\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.36069687505231296\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3695991854940335\n", + " Ed: NumPy array of shape (2208,), min: 5.063666120627044, max: 32.173670807819235\n", + " Ew: NumPy array of shape (2208,), min: 4.146416159143042, max: 30.179198157608315\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.81561700512196, max: 293.95671012103907\n", + " rh: NumPy array of shape (2208,), min: 9.9637589703838, max: 98.81305339049254\n", + " wind: NumPy array of shape (2208,), min: 0.7896109873880088, max: 12.58330484548491\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019247118272117073\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.38058033355281\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 65571.00682302765\n", + " soilm: NumPy array of shape (2208,), min: 0.06095093563684832, max: 0.3375894413178642\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.34942385857506314\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3935655754402723\n", + " Ed: NumPy array of shape (2208,), min: 4.843769149368839, max: 34.103077221122874\n", + " Ew: NumPy array of shape (2208,), min: 3.890820509281223, max: 31.959984791710625\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 260.9886937415103, max: 293.77143425312227\n", + " rh: NumPy array of shape (2208,), min: 9.981855804622096, max: 99.46397246440111\n", + " wind: NumPy array of shape (2208,), min: 0.8529536895814994, max: 13.106198651939104\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002749728610671019\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.322482553732298\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 65013.409097691925\n", + " soilm: NumPy array of shape (2208,), min: 0.06050327617397936, max: 0.33894220275759485\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.36069687505231296\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3958472015452692\n", + " Ed: NumPy array of shape (2208,), min: 4.8770342606265755, max: 34.94679555314477\n", + " Ew: NumPy array of shape (2208,), min: 3.919123165745307, max: 32.74844329139562\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT065_202403\n", + " loc\n", + " STID : TT065\n", + " lat : 37.75833\n", + " lon : -106.38222\n", + " elev : 8292\n", + " pixel_x : 639.7652208159985\n", + " pixel_y : 544.3387618621601\n", + " RAWS\n", + " temp: NumPy array of shape (2152,), min: 259.81699999999995, max: 297.039\n", + " fm: NumPy array of shape (2152,), min: 3.9, max: 26.5\n", + " precip_accum: NumPy array of shape (2152,), min: 31.75, max: 98.552\n", + " rh: NumPy array of shape (2152,), min: 7.0, max: 99.0\n", + " solar: NumPy array of shape (2152,), min: nan, max: nan\n", + " wind: NumPy array of shape (2152,), min: 0.0, max: 13.859\n", + " time_raws: NumPy array of shape (2152,), type object\n", + " hours : 2152\n", + " rain: NumPy array of shape (2152,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2152,), min: 3.6843801424429903, max: 34.77035290330312\n", + " Ew: NumPy array of shape (2152,), min: 2.8961070201173014, max: 32.61177823995466\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.83608987371116, max: 295.87908653949444\n", + " rh: NumPy array of shape (2208,), min: 7.829420506608168, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.27728510932116407, max: 17.093076939125773\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1090.9755515554102\n", + " soilm: NumPy array of shape (2208,), min: 0.051581705391439706, max: 0.3132367268183913\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.049400681995410804\n", + " groundflux: NumPy array of shape (2208,), min: -305.85523410275607, max: 628.8642737884816\n", + " Ed: NumPy array of shape (2208,), min: 3.9398284644498993, max: 35.953741874221805\n", + " Ew: NumPy array of shape (2208,), min: 3.113300139961588, max: 33.706934593615415\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 263.7292458684104, max: 295.9246033913532\n", + " rh: NumPy array of shape (2208,), min: 7.271250135554983, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6900620969864106, max: 18.586783605712057\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001376522044231769\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.101594240249501\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1093.079534233569\n", + " soilm: NumPy array of shape (2208,), min: 0.051581705391439706, max: 0.3149775042100638\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.049400681995410804\n", + " groundflux: NumPy array of shape (2208,), min: -224.5090739842829, max: 292.31129072954514\n", + " Ed: NumPy array of shape (2208,), min: 3.7949725733339124, max: 35.81048735399278\n", + " Ew: NumPy array of shape (2208,), min: 2.9827196177132467, max: 33.56368007338638\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 263.4036475665477, max: 295.9526952211238\n", + " rh: NumPy array of shape (2208,), min: 5.74801312358446, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8202027295355353, max: 18.953982602959627\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015489707075153718\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.760854538062636\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74508.09923671794\n", + " soilm: NumPy array of shape (2208,), min: 0.051581705391439706, max: 0.3227671703143034\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.049400681995410804\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5546572963876713\n", + " Ed: NumPy array of shape (2208,), min: 3.284471152020277, max: 35.803598675562554\n", + " Ew: NumPy array of shape (2208,), min: 2.5610410213655292, max: 33.556791394956164\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 263.6457027864547, max: 296.56322231246014\n", + " rh: NumPy array of shape (2208,), min: 5.112508346413555, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7622112030447163, max: 18.50979239891867\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015059932589380051\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.18450458987663\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71386.62781459244\n", + " soilm: NumPy array of shape (2208,), min: 0.051581705391439706, max: 0.32492624315691826\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.049400681995410804\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.572309487713199\n", + " Ed: NumPy array of shape (2208,), min: 3.0297743452828185, max: 35.78531271156199\n", + " Ew: NumPy array of shape (2208,), min: 2.3432787980213856, max: 33.54091244295596\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 264.1024507886368, max: 296.4290048487844\n", + " rh: NumPy array of shape (2208,), min: 4.813079828845416, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7701080897565885, max: 18.722738278347165\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021932927071209246\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.881162324708185\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70124.86993873876\n", + " soilm: NumPy array of shape (2208,), min: 0.05131049272337463, max: 0.31885812957608617\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.049400681995410804\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5460614795609178\n", + " Ed: NumPy array of shape (2208,), min: 2.91644026746632, max: 35.90534177753025\n", + " Ew: NumPy array of shape (2208,), min: 2.248476279690917, max: 33.65997678785337\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 264.0737287690628, max: 296.42525689643907\n", + " rh: NumPy array of shape (2208,), min: 4.46367900396343, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6935063023210559, max: 18.90062462490475\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001778623642035443\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.663573143627826\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74225.74532593627\n", + " soilm: NumPy array of shape (2208,), min: 0.051155247458329056, max: 0.3209606924831349\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.049400681995410804\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5856970935673722\n", + " Ed: NumPy array of shape (2208,), min: 2.679193968458405, max: 35.90816516689772\n", + " Ew: NumPy array of shape (2208,), min: 2.0338887262185357, max: 33.66135788629133\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT081_202403\n", + " loc\n", + " STID : TT081\n", + " lat : 43.77828\n", + " lon : -110.25539\n", + " elev : 8304\n", + " pixel_x : 557.9095447811219\n", + " pixel_y : 309.7490510210222\n", + " RAWS\n", + " temp: NumPy array of shape (110,), min: 282.039, max: 296.48299999999995\n", + " fm: NumPy array of shape (110,), min: 4.0, max: 6.5\n", + " precip_accum: NumPy array of shape (110,), min: 0.0, max: 0.0\n", + " rh: NumPy array of shape (110,), min: 22.0, max: 59.0\n", + " solar: NumPy array of shape (110,), min: 0.0, max: 760.0\n", + " wind: NumPy array of shape (110,), min: 0.0, max: 3.128\n", + " time_raws: NumPy array of shape (110,), type object\n", + " hours : 110\n", + " rain: NumPy array of shape (110,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (110,), min: 7.171207754401369, max: 17.103502534538066\n", + " Ew: NumPy array of shape (110,), min: 5.970432061081064, max: 15.679253521628853\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 253.40164461771002, max: 290.9010847828503\n", + " rh: NumPy array of shape (2208,), min: 7.009051318486598, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.305041838391529, max: 11.557084006765937\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1055.84144584666\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3815533058172296\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49546007130646574\n", + " groundflux: NumPy array of shape (2208,), min: -499.1558640613723, max: 508.1071009507018\n", + " Ed: NumPy array of shape (2208,), min: 4.614278782936176, max: 35.9110225667215\n", + " Ew: NumPy array of shape (2208,), min: 3.8203734768871707, max: 33.693920770436996\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 253.31870573951008, max: 290.0415016558141\n", + " rh: NumPy array of shape (2208,), min: 11.140956362859798, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7758369342525422, max: 12.623059218499701\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002236681389549142\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.038628907224531\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1050.0246392515803\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3815533058172296\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49546007130646574\n", + " groundflux: NumPy array of shape (2208,), min: -508.2478782685453, max: 215.3744953669735\n", + " Ed: NumPy array of shape (2208,), min: 6.318192186557802, max: 36.10461873898736\n", + " Ew: NumPy array of shape (2208,), min: 5.270035902748944, max: 33.88590403927666\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 253.4735790575793, max: 290.4696057275599\n", + " rh: NumPy array of shape (2208,), min: 13.734873947546147, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6559650052551766, max: 11.641102848943797\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013275588279038069\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.724470560695842\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71552.99897650426\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3762415064391339\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49546007130646574\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7645937093726196\n", + " Ed: NumPy array of shape (2208,), min: 7.123802681697171, max: 35.81319744880151\n", + " Ew: NumPy array of shape (2208,), min: 6.063420902746586, max: 33.56639016819511\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 253.4089691231405, max: 290.4141618667904\n", + " rh: NumPy array of shape (2208,), min: 13.87932807623817, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5803455646079024, max: 11.856860704255627\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001884298513756175\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.547704816941565\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71171.85872162448\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.36946400651565187\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49546007130646574\n", + " groundflux: NumPy array of shape (2208,), min: 0.010226996219615571, max: 1.788231380946603\n", + " Ed: NumPy array of shape (2208,), min: 6.726308994431324, max: 35.83766132104643\n", + " Ew: NumPy array of shape (2208,), min: 5.692847965380019, max: 33.591276063663074\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 253.22349952174028, max: 290.3203453393014\n", + " rh: NumPy array of shape (2208,), min: 14.21509871260241, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6384203274244526, max: 11.653636573105699\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002054583995128113\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.332776495284\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69577.10246444723\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.36465032441369216\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49546007130646574\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7543438658183261\n", + " Ed: NumPy array of shape (2208,), min: 6.7768947578592025, max: 35.78405700668462\n", + " Ew: NumPy array of shape (2208,), min: 5.734579543292154, max: 33.54566621138623\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 253.1992584375108, max: 290.33239873785374\n", + " rh: NumPy array of shape (2208,), min: 14.685863105521644, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5945900132203528, max: 12.550394721380547\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018437594321418084\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.379263585306365\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68811.7044247191\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3590976285000501\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.49773003565323287\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7405021047135745\n", + " Ed: NumPy array of shape (2208,), min: 6.928346034833718, max: 35.60163515631355\n", + " Ew: NumPy array of shape (2208,), min: 5.873965337174335, max: 33.35482787570716\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "CSPS2_202403\n", + " loc\n", + " STID : CSPS2\n", + " lat : 43.7286\n", + " lon : -103.3542\n", + " elev : 3950\n", + " pixel_x : 742.30312080631\n", + " pixel_y : 330.3118705284138\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: nan, max: nan\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 28.956, max: 218.694\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: nan, max: nan\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 255.74489241868136, max: 302.6751156424825\n", + " rh: NumPy array of shape (2208,), min: 6.326598678871632, max: 99.81667882862868\n", + " wind: NumPy array of shape (2208,), min: 0.22067567558700762, max: 19.45435769724659\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1010.2085863602729\n", + " soilm: NumPy array of shape (2208,), min: 0.054354864481395766, max: 0.3307628585942929\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3217336188631753\n", + " groundflux: NumPy array of shape (2208,), min: -251.15930755211767, max: 274.0363044552461\n", + " Ed: NumPy array of shape (2208,), min: 3.6077317178106023, max: 35.805254856151116\n", + " Ew: NumPy array of shape (2208,), min: 2.69338871647306, max: 33.5753290975271\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 255.52165380686125, max: 302.2487665657771\n", + " rh: NumPy array of shape (2208,), min: 9.849219258173674, max: 99.63052932321669\n", + " wind: NumPy array of shape (2208,), min: 0.7683271130013728, max: 19.52637567718579\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003476296435980815\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.490439012485144\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1012.3118705284138\n", + " soilm: NumPy array of shape (2208,), min: 0.054354864481395766, max: 0.33138660091516786\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3217336188631753\n", + " groundflux: NumPy array of shape (2208,), min: -248.0406022679796, max: 211.24063155395157\n", + " Ed: NumPy array of shape (2208,), min: 3.7374205819024473, max: 34.96610604801639\n", + " Ew: NumPy array of shape (2208,), min: 2.811764460880771, max: 32.79346758497744\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 255.26404345294173, max: 302.018419885945\n", + " rh: NumPy array of shape (2208,), min: 9.457797855682474, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6922694417451148, max: 17.503824980567636\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015507749793926078\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.480096423343408\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 85588.83724687474\n", + " soilm: NumPy array of shape (2208,), min: 0.054260330195947386, max: 0.3387716153825069\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3425922536471883\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3102340858879005\n", + " Ed: NumPy array of shape (2208,), min: 3.5446127795860773, max: 35.89850930187639\n", + " Ew: NumPy array of shape (2208,), min: 2.639064608408061, max: 33.66203575935222\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 255.43097833733069, max: 302.09701783963413\n", + " rh: NumPy array of shape (2208,), min: 8.602619140151297, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7752821656448142, max: 19.596118513843585\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.009463015383147588\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.32953711989243\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 86775.9189280238\n", + " soilm: NumPy array of shape (2208,), min: 0.054260330195947386, max: 0.3357716099124959\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3425922536471883\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5168556120184302\n", + " Ed: NumPy array of shape (2208,), min: 3.5541706362042853, max: 35.831853944987884\n", + " Ew: NumPy array of shape (2208,), min: 2.648772918943661, max: 33.59851874748617\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 255.63935276059004, max: 302.100441450331\n", + " rh: NumPy array of shape (2208,), min: 8.58819958801563, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6445380266131178, max: 17.99804134688583\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023362716310721806\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.81929658855491\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 85470.77344048604\n", + " soilm: NumPy array of shape (2208,), min: 0.054260330195947386, max: 0.3379266339288707\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3425922536471883\n", + " groundflux: NumPy array of shape (2208,), min: 0.007047317390771685, max: 1.2797652252397893\n", + " Ed: NumPy array of shape (2208,), min: 3.4528804890160645, max: 36.01596251813854\n", + " Ew: NumPy array of shape (2208,), min: 2.5652026314550493, max: 33.769155237532146\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 255.98645249447378, max: 302.2664387022862\n", + " rh: NumPy array of shape (2208,), min: 8.65467088975406, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.45688035304082264, max: 19.648868473278217\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026385704603388025\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.033475824635428\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 86501.67429392722\n", + " soilm: NumPy array of shape (2208,), min: 0.054354864481395766, max: 0.34410008630452255\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3425922536471883\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4317226395687452\n", + " Ed: NumPy array of shape (2208,), min: 3.4328449188575894, max: 35.96361765657933\n", + " Ew: NumPy array of shape (2208,), min: 2.541594008356708, max: 33.721257913136405\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "SDSS2_202403\n", + " loc\n", + " STID : SDSS2\n", + " lat : 43.29375\n", + " lon : -103.48369\n", + " elev : 3346\n", + " pixel_x : 737.775805453834\n", + " pixel_y : 346.2355294473417\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 259.81699999999995, max: 304.26099999999997\n", + " fm: NumPy array of shape (2208,), min: 5.5, max: 26.1\n", + " precip_accum: NumPy array of shape (2208,), min: 18.542, max: 128.016\n", + " rh: NumPy array of shape (2208,), min: 10.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 995.0\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 18.33\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 3.7025462954016186, max: 36.55954161152882\n", + " Ew: NumPy array of shape (2208,), min: 2.754783437936284, max: 34.312734330922424\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.2610608782811, max: 304.593156046381\n", + " rh: NumPy array of shape (2208,), min: 8.627461154563358, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.22829504917345472, max: 15.968865309055532\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1009.9471955824445\n", + " soilm: NumPy array of shape (2208,), min: 0.05347329050449646, max: 0.33527618327154873\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1461365990052065\n", + " groundflux: NumPy array of shape (2208,), min: -251.44691331715734, max: 310.75908489920573\n", + " Ed: NumPy array of shape (2208,), min: 3.5816993984694228, max: 35.818583073152205\n", + " Ew: NumPy array of shape (2208,), min: 2.654593366193174, max: 33.571775792545814\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.0745239604953, max: 304.6212481399509\n", + " rh: NumPy array of shape (2208,), min: 8.316005611084204, max: 98.76629255087639\n", + " wind: NumPy array of shape (2208,), min: 0.7192141660386099, max: 19.63630978296431\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005797332345992259\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.582610481736262\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1013.7116661351029\n", + " soilm: NumPy array of shape (2208,), min: 0.05347329050449646, max: 0.342932365434958\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1461365990052065\n", + " groundflux: NumPy array of shape (2208,), min: -207.75805453833982, max: 286.64070027111103\n", + " Ed: NumPy array of shape (2208,), min: 3.43698937615242, max: 34.301253795249615\n", + " Ew: NumPy array of shape (2208,), min: 2.529809982075379, max: 32.16198610773457\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 260.46334609271474, max: 304.7627988855182\n", + " rh: NumPy array of shape (2208,), min: 8.133144880060264, max: 98.21543976502556\n", + " wind: NumPy array of shape (2208,), min: 0.5809237792977348, max: 20.45036279008785\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00509263030194387\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.697392713704442\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86853.63775284353\n", + " soilm: NumPy array of shape (2208,), min: 0.05347329050449646, max: 0.35933279526759637\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22258365413322853\n", + " groundflux: NumPy array of shape (2208,), min: 0.009124078107199618, max: 1.3005354527259971\n", + " Ed: NumPy array of shape (2208,), min: 3.1643250215936134, max: 33.72965316935234\n", + " Ew: NumPy array of shape (2208,), min: 2.302637287561094, max: 31.63403881405669\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.96290658140896, max: 304.5594214629202\n", + " rh: NumPy array of shape (2208,), min: 7.893586169611114, max: 98.65091006113283\n", + " wind: NumPy array of shape (2208,), min: 0.6596491588896247, max: 16.266216486564602\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018556095241725572\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.85650334806989\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 87871.00241603344\n", + " soilm: NumPy array of shape (2208,), min: 0.05347329050449646, max: 0.31028143985355255\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.24085615738413096\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2495465826028431\n", + " Ed: NumPy array of shape (2208,), min: 3.2310929997394258, max: 34.028157408707386\n", + " Ew: NumPy array of shape (2208,), min: 2.344930572678936, max: 31.89824637716352\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.89026513768687, max: 304.1699951906703\n", + " rh: NumPy array of shape (2208,), min: 7.702774848964605, max: 99.7535222747276\n", + " wind: NumPy array of shape (2208,), min: 0.6692859344149826, max: 17.162089176990072\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0034376935864436856\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.004221037806463\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 87871.00241603344\n", + " soilm: NumPy array of shape (2208,), min: 0.05347329050449646, max: 0.33569895819927176\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.24085615738413096\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3435334530541008\n", + " Ed: NumPy array of shape (2208,), min: 3.161233003615821, max: 35.17702193344137\n", + " Ew: NumPy array of shape (2208,), min: 2.2844293838001826, max: 32.95283673735009\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.89664983854163, max: 304.4297952375616\n", + " rh: NumPy array of shape (2208,), min: 7.693586248036784, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4492447406978357, max: 17.87763217665698\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0033427843230009317\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.71528210853021\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 87007.01070041227\n", + " soilm: NumPy array of shape (2208,), min: 0.05347329050449646, max: 0.3245469742498172\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22258365413322853\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2331175032229733\n", + " Ed: NumPy array of shape (2208,), min: 3.026167404282397, max: 35.506932316767404\n", + " Ew: NumPy array of shape (2208,), min: 2.1685587061717166, max: 33.26012503616101\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "SHDS2_202403\n", + " loc\n", + " STID : SHDS2\n", + " lat : 45.67319\n", + " lon : -102.16589\n", + " elev : 2451\n", + " pixel_x : 777.8907304898477\n", + " pixel_y : 259.71084031982707\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 252.59399999999997, max: 302.039\n", + " fm: NumPy array of shape (2207,), min: 4.4, max: 26.6\n", + " precip_accum: NumPy array of shape (2207,), min: 6.858, max: 153.924\n", + " rh: NumPy array of shape (2207,), min: 13.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 954.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 15.202\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.978431022884697, max: 36.85959857189293\n", + " Ew: NumPy array of shape (2207,), min: 3.892373973465206, max: 34.61279129128654\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 254.543204167859, max: 302.5192287374613\n", + " rh: NumPy array of shape (2208,), min: 15.342302525658887, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.18614446727235798, max: 15.30365194061983\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 976.65599253389\n", + " soilm: NumPy array of shape (2208,), min: 0.04622117814835591, max: 0.32876005030958316\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3366832951061307\n", + " groundflux: NumPy array of shape (2208,), min: -253.11481411177004, max: 317.569171567628\n", + " Ed: NumPy array of shape (2208,), min: 5.524136042001285, max: 35.48663312369652\n", + " Ew: NumPy array of shape (2208,), min: 4.392455845895697, max: 33.27998163675885\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 254.41687192678665, max: 302.4825166103316\n", + " rh: NumPy array of shape (2208,), min: 14.321762545984033, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.729723758979303, max: 16.26356361721388\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003935689672502537\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.498619641378767\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 975.5524325750636\n", + " soilm: NumPy array of shape (2208,), min: 0.04622117814835591, max: 0.33320456639622287\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3366832951061307\n", + " groundflux: NumPy array of shape (2208,), min: -232.79885074568702, max: 182.22414770375133\n", + " Ed: NumPy array of shape (2208,), min: 5.310527272149628, max: 35.659713993047845\n", + " Ew: NumPy array of shape (2208,), min: 4.198022707661487, max: 33.41290671244145\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 253.67850308865764, max: 302.61786928940774\n", + " rh: NumPy array of shape (2208,), min: 13.432689212109233, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8325318041510185, max: 15.049471557849746\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.01597431028175583\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.033952491964218\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91445.80696269606\n", + " soilm: NumPy array of shape (2208,), min: 0.04622117814835591, max: 0.32505628038590806\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4000000059604645\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1296840321668715\n", + " Ed: NumPy array of shape (2208,), min: 5.258132198603411, max: 35.73394904693359\n", + " Ew: NumPy array of shape (2208,), min: 4.149847086778131, max: 33.4871417663272\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 254.7191389731292, max: 302.5522587748636\n", + " rh: NumPy array of shape (2208,), min: 12.224922055859729, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5700720607759351, max: 14.891877125104392\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004476116916927919\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 30.329990095355235\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91574.24366564353\n", + " soilm: NumPy array of shape (2208,), min: 0.045478739987329646, max: 0.3389575857168708\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4366832891456662\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1867923809023249\n", + " Ed: NumPy array of shape (2208,), min: 5.065390135421769, max: 35.6226302038171\n", + " Ew: NumPy array of shape (2208,), min: 3.9736210865679724, max: 33.37611665819901\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 255.0128571628632, max: 302.59513597212924\n", + " rh: NumPy array of shape (2208,), min: 12.539751514948794, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6041892364516911, max: 16.551430374257443\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006452059114359509\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 39.457922535306544\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 91874.24366564353\n", + " soilm: NumPy array of shape (2208,), min: 0.04522117612179798, max: 0.34573532881547\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4366832891456662\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.1456997249898495\n", + " Ed: NumPy array of shape (2208,), min: 4.89949558105719, max: 35.72880458583188\n", + " Ew: NumPy array of shape (2208,), min: 3.822597986267926, max: 33.49060835155493\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 255.12198885508104, max: 302.4873114024744\n", + " rh: NumPy array of shape (2208,), min: 13.01399532797126, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6646568663435275, max: 16.37546041267709\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0034913929883845047\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 44.014567326760954\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 92774.24366564353\n", + " soilm: NumPy array of shape (2208,), min: 0.04522117612179798, max: 0.3499057074116557\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.12626114512335\n", + " Ed: NumPy array of shape (2208,), min: 4.885320546706521, max: 35.8048783941575\n", + " Ew: NumPy array of shape (2208,), min: 3.811133024838517, max: 33.56111381955062\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "RWES2_202403\n", + " loc\n", + " STID : RWES2\n", + " lat : 44.06931\n", + " lon : -103.31167\n", + " elev : 3793\n", + " pixel_x : 744.245416068217\n", + " pixel_y : 317.7229517175014\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 257.039, max: 302.594\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 20.32, max: 209.804\n", + " rh: NumPy array of shape (2206,), min: nan, max: nan\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 8.493\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2206,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.4033176000567, max: 303.1095073094247\n", + " rh: NumPy array of shape (2208,), min: 3.297915425506771, max: 99.9399745155045\n", + " wind: NumPy array of shape (2208,), min: 0.1943196829804038, max: 15.874198284635828\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1003.8358725191295\n", + " soilm: NumPy array of shape (2208,), min: 0.06160018155679879, max: 0.3589953911806931\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -227.08457134251105, max: 355.62665380512817\n", + " Ed: NumPy array of shape (2208,), min: 2.273736164637768, max: 35.9245737674549\n", + " Ew: NumPy array of shape (2208,), min: 1.7139280476556946, max: 33.683330108194085\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.9511611203614, max: 302.5464365118214\n", + " rh: NumPy array of shape (2208,), min: 7.569829819932881, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8255680686297079, max: 16.636656498426355\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.009239897224029533\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.05340506173318\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1003.9453043869523\n", + " soilm: NumPy array of shape (2208,), min: 0.05994522127882794, max: 0.36109974790275357\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -206.86632473313648, max: 114.73198110280394\n", + " Ed: NumPy array of shape (2208,), min: 3.525243860433326, max: 35.80113376780419\n", + " Ew: NumPy array of shape (2208,), min: 2.619453662013553, max: 33.557865628325374\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 256.97650276106447, max: 302.6034961352219\n", + " rh: NumPy array of shape (2208,), min: 8.090735333623542, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5412370085670888, max: 16.3002989536914\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.007091821839201824\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.12308221560893\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 84911.49046013373\n", + " soilm: NumPy array of shape (2208,), min: 0.05901321430130121, max: 0.37162812671392315\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.537474332780134\n", + " Ed: NumPy array of shape (2208,), min: 3.605837051695422, max: 35.771709356461365\n", + " Ew: NumPy array of shape (2208,), min: 2.6844067298410708, max: 33.52844121698255\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.20477117049285, max: 302.6055567566064\n", + " rh: NumPy array of shape (2208,), min: 8.107112962107609, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7372033965710918, max: 15.212545572810239\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016982016003706927\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.145156891390446\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 85293.0809803702\n", + " soilm: NumPy array of shape (2208,), min: 0.05829026177965205, max: 0.3797649015895551\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5787305157769276\n", + " Ed: NumPy array of shape (2208,), min: 3.748078701908404, max: 35.991373038572284\n", + " Ew: NumPy array of shape (2208,), min: 2.8086341865916973, max: 33.74582923690731\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.30783659472394, max: 303.0397726231167\n", + " rh: NumPy array of shape (2208,), min: 8.501170650071604, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.477387382304886, max: 15.74930668258197\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003703008394196091\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 22.279530188862623\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 86675.14878497818\n", + " soilm: NumPy array of shape (2208,), min: 0.05829026177965205, max: 0.387520731305989\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5412704003390376\n", + " Ed: NumPy array of shape (2208,), min: 3.6751414447098645, max: 35.84310465190775\n", + " Ew: NumPy array of shape (2208,), min: 2.746102957459188, max: 33.609460062267196\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.3478617643608, max: 302.8097478187116\n", + " rh: NumPy array of shape (2208,), min: 8.339819003269085, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.695486728867543, max: 17.09819399298727\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0037990272735183256\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 26.105312642825506\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 86311.37260459249\n", + " soilm: NumPy array of shape (2208,), min: 0.05883579063467714, max: 0.38099155038117444\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8841558490965804\n", + " Ed: NumPy array of shape (2208,), min: 3.6562841900832965, max: 35.93425131188042\n", + " Ew: NumPy array of shape (2208,), min: 2.7319174611827495, max: 33.69098317240161\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT283_202403\n", + " loc\n", + " STID : TT283\n", + " lat : 38.68122\n", + " lon : -108.82423\n", + " elev : 7743\n", + " pixel_x : 572.8281999465645\n", + " pixel_y : 502.54835817600804\n", + " RAWS\n", + " temp: NumPy array of shape (749,), min: 267.594, max: 299.26099999999997\n", + " fm: NumPy array of shape (749,), min: 3.9, max: 24.3\n", + " precip_accum: NumPy array of shape (749,), min: 0.0, max: 39.37\n", + " rh: NumPy array of shape (749,), min: 8.0, max: 99.0\n", + " solar: NumPy array of shape (749,), min: 0.0, max: 1091.0\n", + " wind: NumPy array of shape (749,), min: 0.0, max: 3.575\n", + " time_raws: NumPy array of shape (749,), type object\n", + " hours : 749\n", + " rain: NumPy array of shape (749,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (749,), min: 3.7919348377907403, max: 34.67027404068059\n", + " Ew: NumPy array of shape (749,), min: 2.9579357003892124, max: 32.51169937733213\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 266.4451775368171, max: 298.1347947480972\n", + " rh: NumPy array of shape (2208,), min: 7.469209904108955, max: 99.97173804206784\n", + " wind: NumPy array of shape (2208,), min: 0.3038632190827331, max: 18.206236321939702\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1076.8944666709551\n", + " soilm: NumPy array of shape (2208,), min: 0.05206446192912746, max: 0.2298333027475875\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10775921055529013\n", + " groundflux: NumPy array of shape (2208,), min: -170.80100477571625, max: 427.01230740310143\n", + " Ed: NumPy array of shape (2208,), min: 3.321276026933386, max: 35.77283718336715\n", + " Ew: NumPy array of shape (2208,), min: 2.4977895318658367, max: 33.52865383249497\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 266.42450826590203, max: 297.3595344207072\n", + " rh: NumPy array of shape (2208,), min: 6.809436310648483, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8378372803408929, max: 18.220236260904546\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021112662193354826\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.9127937849611216\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1076.6146249003987\n", + " soilm: NumPy array of shape (2208,), min: 0.05206446192912746, max: 0.2302073532401174\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10775921055529013\n", + " groundflux: NumPy array of shape (2208,), min: -177.24550579420765, max: 163.07783010105788\n", + " Ed: NumPy array of shape (2208,), min: 3.614781150177417, max: 35.871965840463375\n", + " Ew: NumPy array of shape (2208,), min: 2.766060856891172, max: 33.625158559856985\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 266.54115063585994, max: 297.50468086134686\n", + " rh: NumPy array of shape (2208,), min: 7.17365786591351, max: 99.9811586947119\n", + " wind: NumPy array of shape (2208,), min: 0.9480926591929999, max: 17.310860002882837\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017169368176506872\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.049598342266223\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69209.83588578041\n", + " soilm: NumPy array of shape (2208,), min: 0.05228062218312504, max: 0.25564615090096987\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10775921055529013\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.679187176303515\n", + " Ed: NumPy array of shape (2208,), min: 3.474067707937942, max: 35.87457939941235\n", + " Ew: NumPy array of shape (2208,), min: 2.647203259294627, max: 33.629522275532004\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 266.4172996443112, max: 297.1714295223591\n", + " rh: NumPy array of shape (2208,), min: 7.175821128910124, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7231701833853639, max: 17.087355721331917\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012722666275386259\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.431281325358382\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74231.16708541589\n", + " soilm: NumPy array of shape (2208,), min: 0.05228062218312504, max: 0.23844860281235486\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10775921055529013\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5937036760669312\n", + " Ed: NumPy array of shape (2208,), min: 3.5524281430731817, max: 35.88170299787095\n", + " Ew: NumPy array of shape (2208,), min: 2.7153505695641185, max: 33.635771231022126\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 266.52210475195426, max: 297.6861056728635\n", + " rh: NumPy array of shape (2208,), min: 6.8362879705077795, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9145579456467438, max: 16.975591745106698\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0010381574754910216\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.42702278444186\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68087.54043733791\n", + " soilm: NumPy array of shape (2208,), min: 0.05228062218312504, max: 0.2449157111843956\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.12798417896275874\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5819707182679266\n", + " Ed: NumPy array of shape (2208,), min: 3.492938322634732, max: 35.540669978221715\n", + " Ew: NumPy array of shape (2208,), min: 2.663341687057547, max: 33.29386269761532\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 266.3141073706302, max: 297.6017152425427\n", + " rh: NumPy array of shape (2208,), min: 7.277231780834133, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8981200163717625, max: 17.997695009034473\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00200800995850946\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.195189504306843\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67918.41108854339\n", + " soilm: NumPy array of shape (2208,), min: 0.05228062218312504, max: 0.26326383486289473\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.12798417896275874\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5872780207954391\n", + " Ed: NumPy array of shape (2208,), min: 3.5026125580751652, max: 35.736773167212995\n", + " Ew: NumPy array of shape (2208,), min: 2.672871390220442, max: 33.50122454297775\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "PMTW4_202403\n", + " loc\n", + " STID : PMTW4\n", + " lat : 41.22722\n", + " lon : -105.43306\n", + " elev : 8530\n", + " pixel_x : 678.5383997485371\n", + " pixel_y : 418.73545612598133\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 258.70599999999996, max: 294.26099999999997\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 1.016, max: 10.922\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 16.092\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.33114709118723, max: 293.37101740420775\n", + " rh: NumPy array of shape (2208,), min: 11.974072942285218, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5307541154567755, max: 25.01630834125425\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1073.6133426072113\n", + " soilm: NumPy array of shape (2208,), min: 0.047911850665510375, max: 0.3026662584092573\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39325125458289645\n", + " groundflux: NumPy array of shape (2208,), min: -334.72932693283616, max: 577.5650567962007\n", + " Ed: NumPy array of shape (2208,), min: 5.5681043097346326, max: 36.68306161826273\n", + " Ew: NumPy array of shape (2208,), min: 4.589214699563904, max: 34.43625433765634\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.2099039880335, max: 293.86739785877006\n", + " rh: NumPy array of shape (2208,), min: 12.033838631977886, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1954243061711982, max: 26.544406510222956\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0042638739003355896\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.228162183033731\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1075.87788648123\n", + " soilm: NumPy array of shape (2208,), min: 0.047911850665510375, max: 0.30250443614291556\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39325125458289645\n", + " groundflux: NumPy array of shape (2208,), min: -233.15784225255916, max: 239.15575228611874\n", + " Ed: NumPy array of shape (2208,), min: 5.692358919433886, max: 35.92906861906464\n", + " Ew: NumPy array of shape (2208,), min: 4.705731019430499, max: 33.70408240090481\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.4616718559837, max: 293.9464296477724\n", + " rh: NumPy array of shape (2208,), min: 9.33318094859802, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1022785996494342, max: 24.053500577135665\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011197056046686566\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.88097690459572\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73764.40735105494\n", + " soilm: NumPy array of shape (2208,), min: 0.047911850665510375, max: 0.2970493727827397\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39325125458289645\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.180712192594446\n", + " Ed: NumPy array of shape (2208,), min: 4.702018153176176, max: 35.95846874790443\n", + " Ew: NumPy array of shape (2208,), min: 3.813677806958429, max: 33.73903773542192\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.09907591023875, max: 293.8355712224456\n", + " rh: NumPy array of shape (2208,), min: 10.099043415309007, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1508127601003992, max: 22.74660950166313\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029011942296683618\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.298586582489468\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73769.57120194857\n", + " soilm: NumPy array of shape (2208,), min: 0.047911850665510375, max: 0.2934496846876\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39325125458289645\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.1993979195816333\n", + " Ed: NumPy array of shape (2208,), min: 4.928577496535611, max: 35.99286343999816\n", + " Ew: NumPy array of shape (2208,), min: 4.011882154717749, max: 33.758592505040326\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.0405809299706, max: 293.7758729415813\n", + " rh: NumPy array of shape (2208,), min: 10.418201206482344, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0209294464224723, max: 23.168238205708228\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016324575675164372\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.541879605812873\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73250.89347144795\n", + " soilm: NumPy array of shape (2208,), min: 0.047911850665510375, max: 0.2761365747459986\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39325125458289645\n", + " groundflux: NumPy array of shape (2208,), min: 0.013394867027530274, max: 2.192885913123899\n", + " Ed: NumPy array of shape (2208,), min: 5.27879103371061, max: 35.90099170637131\n", + " Ew: NumPy array of shape (2208,), min: 4.3363847206762225, max: 33.669826790470566\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.17630228815585, max: 293.7149828721351\n", + " rh: NumPy array of shape (2208,), min: 10.366578570119415, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1895067874670544, max: 22.533669114951294\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016728000278483153\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.184074164335726\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73487.22877575303\n", + " soilm: NumPy array of shape (2208,), min: 0.047911850665510375, max: 0.27413657493763816\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.39325125458289645\n", + " groundflux: NumPy array of shape (2208,), min: 0.01122113493688788, max: 2.134134807271413\n", + " Ed: NumPy array of shape (2208,), min: 5.2442703165130276, max: 35.853049113775185\n", + " Ew: NumPy array of shape (2208,), min: 4.307746085390555, max: 33.606241833168795\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT364_202403\n", + " loc\n", + " STID : TT364\n", + " lat : 38.55163\n", + " lon : -107.1563\n", + " elev : 9555\n", + " pixel_x : 620.2736225543415\n", + " pixel_y : 512.814140441756\n", + " RAWS\n", + " temp: NumPy array of shape (220,), min: 271.483, max: 292.039\n", + " fm: NumPy array of shape (220,), min: 5.2, max: 15.0\n", + " precip_accum: NumPy array of shape (220,), min: 0.0, max: 0.254\n", + " rh: NumPy array of shape (220,), min: 15.0, max: 98.0\n", + " solar: NumPy array of shape (220,), min: nan, max: nan\n", + " wind: NumPy array of shape (220,), min: 0.0, max: 12.516\n", + " time_raws: NumPy array of shape (220,), type object\n", + " hours : 220\n", + " rain: NumPy array of shape (220,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (220,), min: 6.670628057105989, max: 33.68016758689174\n", + " Ew: NumPy array of shape (220,), min: 5.562274786481987, max: 31.60094160203223\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.6917605776829, max: 293.0554619934116\n", + " rh: NumPy array of shape (2208,), min: 8.163860810479107, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.16599436695501013, max: 17.98247501958019\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1090.5846460332216\n", + " soilm: NumPy array of shape (2208,), min: 0.05280591257370351, max: 0.2789109715576815\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -205.43630936678537, max: 401.37616117692187\n", + " Ed: NumPy array of shape (2208,), min: 4.418743292589621, max: 35.65171737818395\n", + " Ew: NumPy array of shape (2208,), min: 3.5776859383287287, max: 33.404910097577556\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 262.08997919230035, max: 293.4219430995788\n", + " rh: NumPy array of shape (2208,), min: 6.931824616099157, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7174715469232436, max: 18.631667326402138\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019270007551383493\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.064963483016116\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1094.5846460332216\n", + " soilm: NumPy array of shape (2208,), min: 0.05280591257370351, max: 0.2800459894228357\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -203.57771378434504, max: 120.76492343464514\n", + " Ed: NumPy array of shape (2208,), min: 4.044324042437939, max: 35.78374539965834\n", + " Ew: NumPy array of shape (2208,), min: 3.259348051420857, max: 33.536938119051946\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 261.7874137456712, max: 293.2966400894799\n", + " rh: NumPy array of shape (2208,), min: 5.331363659515964, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5140659451108396, max: 18.364574651897463\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017550851065831347\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.754706965856207\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72178.83557694321\n", + " soilm: NumPy array of shape (2208,), min: 0.05280591257370351, max: 0.28690149209502114\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.15913732782032913\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.3989829480587852\n", + " Ed: NumPy array of shape (2208,), min: 3.297192221912237, max: 35.625777421322795\n", + " Ew: NumPy array of shape (2208,), min: 2.5976268181960163, max: 33.380224520524536\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.89155602226674, max: 293.71135665553\n", + " rh: NumPy array of shape (2208,), min: 6.254362479105432, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6339394588249277, max: 19.09450431499487\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017368605619850798\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.317898747590348\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67502.94533555141\n", + " soilm: NumPy array of shape (2208,), min: 0.05275505729301765, max: 0.27905782538134705\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17263774713835284\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.364465249262469\n", + " Ed: NumPy array of shape (2208,), min: 3.6714127039184024, max: 35.81864738154479\n", + " Ew: NumPy array of shape (2208,), min: 2.920607130086817, max: 33.571840100938395\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.50394947923945, max: 293.83090720919023\n", + " rh: NumPy array of shape (2208,), min: 5.605807833843832, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5577462722433152, max: 18.577552720215195\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015912236646624806\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.507255885843744\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 59902.19658818622\n", + " soilm: NumPy array of shape (2208,), min: 0.05275505729301765, max: 0.27965181496608554\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.15913732782032913\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.4592896198035192\n", + " Ed: NumPy array of shape (2208,), min: 3.333118818253203, max: 35.53183386245426\n", + " Ew: NumPy array of shape (2208,), min: 2.6176904506620966, max: 33.291628920281475\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 261.2295073062093, max: 294.2675027163087\n", + " rh: NumPy array of shape (2208,), min: 5.69091249538434, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6715105979931342, max: 18.309545508065813\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002357840394286665\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.004008760523371\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69425.93321669627\n", + " soilm: NumPy array of shape (2208,), min: 0.05275505729301765, max: 0.2724928795408218\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16755221035502094\n", + " groundflux: NumPy array of shape (2208,), min: 0.009158624932847921, max: 1.4134070692832983\n", + " Ed: NumPy array of shape (2208,), min: 3.522539914296538, max: 35.492076380325884\n", + " Ew: NumPy array of shape (2208,), min: 2.802305478211984, max: 33.245269099719486\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "BEYC2_202403\n", + " loc\n", + " STID : BEYC2\n", + " lat : 40.81152\n", + " lon : -105.0367\n", + " elev : 5591\n", + " pixel_x : 688.3000635170011\n", + " pixel_y : 435.0359284175354\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 263.15, max: 300.37199999999996\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 27.686, max: 72.644\n", + " rh: NumPy array of shape (2208,), min: 8.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 29.951\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 4.273071486446412, max: 36.7595195857127\n", + " Ew: NumPy array of shape (2208,), min: 3.430848854889351, max: 34.512712305106305\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.2283881358384, max: 302.7253510909195\n", + " rh: NumPy array of shape (2208,), min: 5.663806205122401, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.16120095175499355, max: 21.16926432262506\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1051.3467727418624\n", + " soilm: NumPy array of shape (2208,), min: 0.04942143523087341, max: 0.2565917292892093\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.030006352147244404\n", + " groundflux: NumPy array of shape (2208,), min: -231.29520718142064, max: 233.49577745578836\n", + " Ed: NumPy array of shape (2208,), min: 2.6069011157082955, max: 36.0904710060614\n", + " Ew: NumPy array of shape (2208,), min: 1.8212391736407167, max: 33.84413124823829\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 262.4417481700468, max: 300.1620462085344\n", + " rh: NumPy array of shape (2208,), min: 7.503592838327138, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6199706857076492, max: 21.97312212596979\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004908624047606656\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.2529311395080382\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1054.7358649005341\n", + " soilm: NumPy array of shape (2208,), min: 0.04942143523087341, max: 0.257277290142887\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.030006352147244404\n", + " groundflux: NumPy array of shape (2208,), min: -190.24447275346236, max: 172.5103413726964\n", + " Ed: NumPy array of shape (2208,), min: 3.482239172688492, max: 36.14342488714137\n", + " Ew: NumPy array of shape (2208,), min: 2.6549949108115776, max: 33.89661760653498\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.60510591745367, max: 299.9723007856591\n", + " rh: NumPy array of shape (2208,), min: 6.5820356958648745, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7456774132869698, max: 20.521502882849063\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012557172062484553\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.182471039078906\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82058.85652348353\n", + " soilm: NumPy array of shape (2208,), min: 0.04942143523087341, max: 0.28062493618570117\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.057856542797168654\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6784269542361991\n", + " Ed: NumPy array of shape (2208,), min: 3.328482157521961, max: 36.05635380354934\n", + " Ew: NumPy array of shape (2208,), min: 2.56082014423466, max: 33.809546522942945\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 262.3052850269994, max: 300.80766221362336\n", + " rh: NumPy array of shape (2208,), min: 6.795329267562579, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6591207380083345, max: 20.506840682621256\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011937192951028683\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.7457188309871245\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82292.5338161213\n", + " soilm: NumPy array of shape (2208,), min: 0.04942143523087341, max: 0.2669992511618149\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.057856542797168654\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6624256991561763\n", + " Ed: NumPy array of shape (2208,), min: 3.211124612236903, max: 35.97674425616883\n", + " Ew: NumPy array of shape (2208,), min: 2.4328246372778315, max: 33.72993697556243\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.76187584543055, max: 301.5902145307245\n", + " rh: NumPy array of shape (2208,), min: 6.403295390675244, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5850566240983996, max: 20.164479951282416\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015727551976900509\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.7457188309871245\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82501.87794315889\n", + " soilm: NumPy array of shape (2208,), min: 0.04942143523087341, max: 0.2568983658883543\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.057856542797168654\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6794250477743073\n", + " Ed: NumPy array of shape (2208,), min: 2.6779906650579792, max: 36.13035167496898\n", + " Ew: NumPy array of shape (2208,), min: 1.9194441120810226, max: 33.88354439436259\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 262.28222087593355, max: 301.78775980824565\n", + " rh: NumPy array of shape (2208,), min: 6.1674790493230365, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.48509565909622837, max: 20.02381721597403\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0008242573294238477\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.7457188309871245\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82958.70743790288\n", + " soilm: NumPy array of shape (2208,), min: 0.04942143523087341, max: 0.25779215666090755\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.057856542797168654\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5895328223661518\n", + " Ed: NumPy array of shape (2208,), min: 2.7065977957523892, max: 36.16354813752475\n", + " Ew: NumPy array of shape (2208,), min: 1.9454520252949474, max: 33.91674085691835\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT456_202403\n", + " loc\n", + " STID : TT456\n", + " lat : 42.65203\n", + " lon : -103.03328\n", + " elev : 4358\n", + " pixel_x : 748.513426671795\n", + " pixel_y : 370.81549356331703\n", + " RAWS\n", + " temp: NumPy array of shape (1689,), min: 257.039, max: 301.48299999999995\n", + " fm: NumPy array of shape (1689,), min: 5.8, max: 26.9\n", + " precip_accum: NumPy array of shape (1689,), min: 0.0, max: 134.874\n", + " rh: NumPy array of shape (1689,), min: 12.0, max: 100.0\n", + " solar: NumPy array of shape (1689,), min: nan, max: nan\n", + " wind: NumPy array of shape (1689,), min: 0.0, max: 15.202\n", + " time_raws: NumPy array of shape (1689,), type object\n", + " hours : 1689\n", + " rain: NumPy array of shape (1689,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1689,), min: 4.419762224517658, max: 36.059506676980824\n", + " Ew: NumPy array of shape (1689,), min: 3.4105304364869022, max: 33.81269939637443\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 256.3368338582575, max: 300.8738490954991\n", + " rh: NumPy array of shape (2208,), min: 8.86978525748238, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.21503288071303361, max: 16.057459488127094\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1027.4455494896738\n", + " soilm: NumPy array of shape (2208,), min: 0.05103458413754521, max: 0.313409771924508\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -236.39271806559333, max: 404.0137727770999\n", + " Ed: NumPy array of shape (2208,), min: 3.567788011999485, max: 36.3104410623894\n", + " Ew: NumPy array of shape (2208,), min: 2.6975700211392146, max: 34.063633781783004\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 255.45145731988234, max: 300.80958744096813\n", + " rh: NumPy array of shape (2208,), min: 9.739586870045134, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9410144621159731, max: 16.54570358361926\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002749362763659006\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.707909162752532\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1032.02685334359\n", + " soilm: NumPy array of shape (2208,), min: 0.05103458413754521, max: 0.31573373460387844\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -232.21506860752413, max: 210.94730525710878\n", + " Ed: NumPy array of shape (2208,), min: 5.0118816419653935, max: 36.208211977403664\n", + " Ew: NumPy array of shape (2208,), min: 3.9700523471675426, max: 33.961404696797274\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 254.5222610026825, max: 300.58692295879035\n", + " rh: NumPy array of shape (2208,), min: 10.227923612024968, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9507228162302619, max: 15.511904687492933\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0027449966544241624\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.777206777076774\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86627.61447482093\n", + " soilm: NumPy array of shape (2208,), min: 0.05063778591617929, max: 0.3150250448745977\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2600921491773915\n", + " Ed: NumPy array of shape (2208,), min: 4.316027304773162, max: 36.19282107471053\n", + " Ew: NumPy array of shape (2208,), min: 3.374410174040202, max: 33.94601379410413\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 254.1731391658305, max: 300.6759550734755\n", + " rh: NumPy array of shape (2208,), min: 9.879266766188852, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8435453729931481, max: 15.260812666213702\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023101228432784544\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.132580699924919\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86664.51576215753\n", + " soilm: NumPy array of shape (2208,), min: 0.05063778591617929, max: 0.3245363044925652\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.249873121721996\n", + " Ed: NumPy array of shape (2208,), min: 4.514818115717709, max: 36.22525943017886\n", + " Ew: NumPy array of shape (2208,), min: 3.5484049158963265, max: 33.97845214957247\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.9332214416712, max: 300.6695345381761\n", + " rh: NumPy array of shape (2208,), min: 8.93958667931027, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9517194075337927, max: 18.297935635906196\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029430842410120422\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.696384198690208\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84588.35886147796\n", + " soilm: NumPy array of shape (2208,), min: 0.05021909048134793, max: 0.32133600243853466\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2403273901084542\n", + " Ed: NumPy array of shape (2208,), min: 4.726605591501726, max: 36.25754715826815\n", + " Ew: NumPy array of shape (2208,), min: 3.7053667390548863, max: 34.010739877661756\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 255.4997781012927, max: 300.75454403871527\n", + " rh: NumPy array of shape (2208,), min: 8.036901252144784, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8918430679005278, max: 15.199889983090646\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021920745689972708\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.12782023566904\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84873.38606038372\n", + " soilm: NumPy array of shape (2208,), min: 0.05063778591617929, max: 0.32592721883971565\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2944647644945666\n", + " Ed: NumPy array of shape (2208,), min: 4.5440992633750845, max: 36.199304492912155\n", + " Ew: NumPy array of shape (2208,), min: 3.542059440647836, max: 33.95249721230576\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "MTRN1_202403\n", + " loc\n", + " STID : MTRN1\n", + " lat : 42.92297\n", + " lon : -103.70964\n", + " elev : 3734\n", + " pixel_x : 730.7418993613678\n", + " pixel_y : 359.5882672058247\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: nan, max: nan\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 0.0, max: 132.588\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: nan, max: nan\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.89463469036303, max: 303.1419718109229\n", + " rh: NumPy array of shape (2208,), min: 7.974189960751177, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.12383577091499146, max: 15.986080135723409\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1020.4837987227356\n", + " soilm: NumPy array of shape (2208,), min: 0.06618193751905961, max: 0.4211067814560331\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: -228.46367844456893, max: 239.80938639785793\n", + " Ed: NumPy array of shape (2208,), min: 3.8964639071097427, max: 35.95143918769126\n", + " Ew: NumPy array of shape (2208,), min: 2.964879583656932, max: 33.71431665979383\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.73616793454784, max: 303.13527741035244\n", + " rh: NumPy array of shape (2208,), min: 8.637752941862566, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5830830018431961, max: 16.687136973422568\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016214336436461137\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.7924165918624055\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1020.7418993613678\n", + " soilm: NumPy array of shape (2208,), min: 0.06618193751905961, max: 0.4240820874779818\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: -210.0, max: 159.9819998596662\n", + " Ed: NumPy array of shape (2208,), min: 3.6594516328602005, max: 35.85625888443373\n", + " Ew: NumPy array of shape (2208,), min: 2.747057952074938, max: 33.60945160382734\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.3391342431416, max: 303.05381350899637\n", + " rh: NumPy array of shape (2208,), min: 8.563563430244004, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5040998609525147, max: 24.267271422358235\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012806445047814055\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.529029906040157\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 88062.24697743868\n", + " soilm: NumPy array of shape (2208,), min: 0.06618193751905961, max: 0.4228887668233905\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.21062685364259237\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.299922949545829\n", + " Ed: NumPy array of shape (2208,), min: 3.6218759801398175, max: 35.79646991176484\n", + " Ew: NumPy array of shape (2208,), min: 2.726154676021539, max: 33.54966263115845\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.11000130887567, max: 303.09551852937966\n", + " rh: NumPy array of shape (2208,), min: 8.897350087533514, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.347445574493114, max: 20.277489105415484\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020994099754839566\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.2797062629939\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 88101.15411802812\n", + " soilm: NumPy array of shape (2208,), min: 0.06618193751905961, max: 0.42299503711939623\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5095167674638423\n", + " Ed: NumPy array of shape (2208,), min: 3.5349568903838975, max: 35.819637853911665\n", + " Ew: NumPy array of shape (2208,), min: 2.6270769401831062, max: 33.57283057330527\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.104595632176, max: 302.73525299628994\n", + " rh: NumPy array of shape (2208,), min: 8.074190219148928, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3997501859952939, max: 18.988177405547574\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024922673233225825\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.695973292766078\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 87807.97662129495\n", + " soilm: NumPy array of shape (2208,), min: 0.06618193751905961, max: 0.4250406055881879\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4180290459293974\n", + " Ed: NumPy array of shape (2208,), min: 3.3642903119112884, max: 35.813567710926066\n", + " Ew: NumPy array of shape (2208,), min: 2.4834993881755185, max: 33.56676043031967\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.99321751866785, max: 302.70257419344216\n", + " rh: NumPy array of shape (2208,), min: 7.8590068564474755, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5655004038996561, max: 17.64891289932395\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022479716404230432\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.866179061569515\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 87885.4068128846\n", + " soilm: NumPy array of shape (2208,), min: 0.06618193751905961, max: 0.43296991659032336\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2943455156518544\n", + " Ed: NumPy array of shape (2208,), min: 3.20274582738146, max: 35.80062620992621\n", + " Ew: NumPy array of shape (2208,), min: 2.3382717693289776, max: 33.55381892931982\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "MKVN1_202403\n", + " loc\n", + " STID : MKVN1\n", + " lat : 42.6894\n", + " lon : -101.12824\n", + " elev : 3060\n", + " pixel_x : 800.5766241986272\n", + " pixel_y : 372.0182336889359\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 257.039, max: 305.37199999999996\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 23.622, max: 153.162\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 16.539\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.2773824753946, max: 303.8811197706263\n", + " rh: NumPy array of shape (2208,), min: 8.213501735363641, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.13558654933033604, max: 19.0309471420694\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1014.5661102123565\n", + " soilm: NumPy array of shape (2208,), min: 0.012215669693496217, max: 0.21546125332112542\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.30000001192092896\n", + " groundflux: NumPy array of shape (2208,), min: -225.6890449596199, max: 227.06050339734807\n", + " Ed: NumPy array of shape (2208,), min: 3.5070805259170275, max: 36.1087686095884\n", + " Ew: NumPy array of shape (2208,), min: 2.575399494371319, max: 33.861961328982005\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.49715961788297, max: 304.068679245725\n", + " rh: NumPy array of shape (2208,), min: 7.399228125837119, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.856000722011885, max: 19.325578682286896\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003703607172618444\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.02164004600649\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1016.9922802973348\n", + " soilm: NumPy array of shape (2208,), min: 0.02045212496629847, max: 0.2190533240479374\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.30000001192092896\n", + " groundflux: NumPy array of shape (2208,), min: -225.6890449596199, max: 155.8434390129241\n", + " Ed: NumPy array of shape (2208,), min: 3.613179007925373, max: 36.12463715584346\n", + " Ew: NumPy array of shape (2208,), min: 2.672211051470855, max: 33.87782987523706\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.77589291389984, max: 304.13313037830056\n", + " rh: NumPy array of shape (2208,), min: 7.099227935102256, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9966040964209526, max: 15.613746983069197\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0034342542699840784\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.424600265711573\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89343.38897876434\n", + " soilm: NumPy array of shape (2208,), min: 0.020028749095528972, max: 0.22285487564438247\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3566110297823023\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3058433857564704\n", + " Ed: NumPy array of shape (2208,), min: 3.4931146455873145, max: 36.135899043142786\n", + " Ew: NumPy array of shape (2208,), min: 2.5917919657091955, max: 33.88909176253639\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.9993553234504, max: 304.24805519392015\n", + " rh: NumPy array of shape (2208,), min: 7.200000286102295, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7479130149896873, max: 18.759126650562656\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002697617612538325\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.348679397180076\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89560.33387258608\n", + " soilm: NumPy array of shape (2208,), min: 0.020028749095528972, max: 0.2162261892142078\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3989486073960658\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2799999713897705\n", + " Ed: NumPy array of shape (2208,), min: 3.33413458859175, max: 36.12256437205939\n", + " Ew: NumPy array of shape (2208,), min: 2.430045628377866, max: 33.87575709145299\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.2615438523477, max: 304.19197379702365\n", + " rh: NumPy array of shape (2208,), min: 7.342337730495881, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.987707051582378, max: 23.175778710991914\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0074585283792080945\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.671453891535878\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 89300.77197026652\n", + " soilm: NumPy array of shape (2208,), min: 0.020028749095528972, max: 0.23443556974874052\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3989486073960658\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6135187837878928\n", + " Ed: NumPy array of shape (2208,), min: 3.2514863876403743, max: 36.13693726954685\n", + " Ew: NumPy array of shape (2208,), min: 2.3529896090524995, max: 33.89012998894045\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.2949953577486, max: 304.23752746058415\n", + " rh: NumPy array of shape (2208,), min: 7.240514453695165, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.044240225945032, max: 20.09936674578941\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002530683713640309\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.921552492440536\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 90643.38897876434\n", + " soilm: NumPy array of shape (2208,), min: 0.02003646879945954, max: 0.24232295398083045\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4000000059604645\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.218857416557191\n", + " Ed: NumPy array of shape (2208,), min: 3.186871849304257, max: 36.12298734140744\n", + " Ew: NumPy array of shape (2208,), min: 2.3093266305287665, max: 33.87618006080104\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT561_202403\n", + " loc\n", + " STID : TT561\n", + " lat : 39.60414\n", + " lon : -105.49231\n", + " elev : 8797\n", + " pixel_x : 671.6701914446662\n", + " pixel_y : 478.5633578242151\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 245.92799999999997, max: 294.26099999999997\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 29.464, max: 168.656\n", + " rh: NumPy array of shape (2207,), min: 8.0, max: 99.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 1092.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 8.046\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.21298353865076, max: 35.579511853538804\n", + " Ew: NumPy array of shape (2207,), min: 3.378984401249232, max: 33.57160633037506\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.02268130748854, max: 293.0555528471784\n", + " rh: NumPy array of shape (2208,), min: 8.257237483599063, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.21895163350825744, max: 19.092120987274352\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1084.755803103549\n", + " soilm: NumPy array of shape (2208,), min: 0.06800000369548798, max: 0.33174101596743355\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -353.2100629240108, max: 818.6487832890398\n", + " Ed: NumPy array of shape (2208,), min: 4.402190730883062, max: 37.26578711395688\n", + " Ew: NumPy array of shape (2208,), min: 3.5571617634924912, max: 35.018979833350485\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.87844007868733, max: 292.9262171858623\n", + " rh: NumPy array of shape (2208,), min: 8.153139853978486, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0621623770109967, max: 20.45973829847629\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019234815800892812\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.99491856484072\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1083.674320436215\n", + " soilm: NumPy array of shape (2208,), min: 0.06800000369548798, max: 0.33174101596743355\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -324.2898013969777, max: 374.8666704257021\n", + " Ed: NumPy array of shape (2208,), min: 4.521975398470778, max: 36.36431007037995\n", + " Ew: NumPy array of shape (2208,), min: 3.6813763677660387, max: 34.12284261005392\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.385006299134, max: 293.3619648519792\n", + " rh: NumPy array of shape (2208,), min: 7.611588720903896, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.749183775170617, max: 16.54592826962949\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002492103321440178\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.534965952054396\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71579.24723772437\n", + " soilm: NumPy array of shape (2208,), min: 0.06856336266138031, max: 0.33203364605048036\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 2.320748308710494\n", + " Ed: NumPy array of shape (2208,), min: 4.100561021620692, max: 36.35584398152524\n", + " Ew: NumPy array of shape (2208,), min: 3.2837620745379406, max: 34.10903670091884\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.9817344315604, max: 293.7603377983881\n", + " rh: NumPy array of shape (2208,), min: 6.9236157994740255, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9096565762552711, max: 17.252002555328104\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001877702412423692\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.907850998470371\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71579.24723772437\n", + " soilm: NumPy array of shape (2208,), min: 0.06837756205470502, max: 0.33213453549683947\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.011858002036356572, max: 2.410963124521418\n", + " Ed: NumPy array of shape (2208,), min: 3.8645513819777073, max: 36.30766909132635\n", + " Ew: NumPy array of shape (2208,), min: 3.079974052564124, max: 34.060861810719956\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.23858135789294, max: 293.417293001292\n", + " rh: NumPy array of shape (2208,), min: 6.650898251603862, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8464116140061664, max: 16.531327639925664\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019429923031300854\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.356116659852347\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71679.24723772437\n", + " soilm: NumPy array of shape (2208,), min: 0.06837756205470502, max: 0.33203364605048036\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.014784340476862796, max: 2.2858487117159574\n", + " Ed: NumPy array of shape (2208,), min: 3.716686797459735, max: 36.30815495732805\n", + " Ew: NumPy array of shape (2208,), min: 2.945562295330288, max: 34.06134767672165\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 257.5666146049802, max: 293.5809662753405\n", + " rh: NumPy array of shape (2208,), min: 6.402768479540294, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8727630697271196, max: 15.948538782205567\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002258919635865216\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 24.990468888855947\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71679.24723772437\n", + " soilm: NumPy array of shape (2208,), min: 0.06837756205470502, max: 0.33213453549683947\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.013298085256102467, max: 2.2853113045344675\n", + " Ed: NumPy array of shape (2208,), min: 3.5998046012804554, max: 36.28105335357847\n", + " Ew: NumPy array of shape (2208,), min: 2.841285198626934, max: 34.04284184650123\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT562_202403\n", + " loc\n", + " STID : TT562\n", + " lat : 40.78858\n", + " lon : -103.26281\n", + " elev : 4066\n", + " pixel_x : 737.9220433800626\n", + " pixel_y : 439.48050454059984\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 259.81699999999995, max: 304.26099999999997\n", + " fm: NumPy array of shape (2207,), min: 4.3, max: 25.6\n", + " precip_accum: NumPy array of shape (2207,), min: 11.938, max: 107.696\n", + " rh: NumPy array of shape (2207,), min: 5.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 1025.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 13.412\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 2.2748990287959705, max: 37.2595545202607\n", + " Ew: NumPy array of shape (2207,), min: 1.5952757084813696, max: 35.01274723965431\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 260.2621336573633, max: 303.9917877861757\n", + " rh: NumPy array of shape (2208,), min: 1.0, max: 99.98785075235935\n", + " wind: NumPy array of shape (2208,), min: 0.09578850141010772, max: 18.876736851870398\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1038.0\n", + " soilm: NumPy array of shape (2208,), min: 0.05703233316351461, max: 0.3202512731013446\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.09220433938021494\n", + " groundflux: NumPy array of shape (2208,), min: -298.76998478449735, max: 322.6833920475045\n", + " Ed: NumPy array of shape (2208,), min: 0.8632982087662467, max: 35.83902683220707\n", + " Ew: NumPy array of shape (2208,), min: 0.5572484760749332, max: 33.59334848622953\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.70305621255005, max: 303.3485431330664\n", + " rh: NumPy array of shape (2208,), min: 4.196254420828035, max: 99.06723702818073\n", + " wind: NumPy array of shape (2208,), min: 0.6922298754387418, max: 19.169240369293465\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026843260379545656\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.286041995391021\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1036.0404981100876\n", + " soilm: NumPy array of shape (2208,), min: 0.05703233316351461, max: 0.32032922992455914\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.09220433938021494\n", + " groundflux: NumPy array of shape (2208,), min: -265.92905287812283, max: 155.19495459400162\n", + " Ed: NumPy array of shape (2208,), min: 2.1334381580208346, max: 34.683688137305516\n", + " Ew: NumPy array of shape (2208,), min: 1.4931987534426303, max: 32.51946960215439\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 260.79147962647033, max: 303.7357642498843\n", + " rh: NumPy array of shape (2208,), min: 3.532459195091975, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7532175194631765, max: 17.022085449348683\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032406278880795533\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.56374050781955\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 87828.71327908753\n", + " soilm: NumPy array of shape (2208,), min: 0.05703233316351461, max: 0.31246562803153266\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19220434087033106\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4044457563153188\n", + " Ed: NumPy array of shape (2208,), min: 1.863014241875279, max: 35.77489442305222\n", + " Ew: NumPy array of shape (2208,), min: 1.2845798275644134, max: 33.52808714244582\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.1071849796602, max: 303.69998707857354\n", + " rh: NumPy array of shape (2208,), min: 3.6478998323016523, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5756538358879915, max: 21.85407294444188\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023249699138220316\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.092811230298825\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85684.40867601252\n", + " soilm: NumPy array of shape (2208,), min: 0.05703233316351461, max: 0.3302781471981843\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19220434087033106\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3784255402448937\n", + " Ed: NumPy array of shape (2208,), min: 1.9840622599568505, max: 35.74287230052242\n", + " Ew: NumPy array of shape (2208,), min: 1.3967518647152704, max: 33.49606501991603\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.83896220156396, max: 304.11035248643583\n", + " rh: NumPy array of shape (2208,), min: 3.492204345440786, max: 99.93590169013044\n", + " wind: NumPy array of shape (2208,), min: 0.5036176946442915, max: 19.628435878550228\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0056985135471213895\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.6502770383362\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86765.39228735618\n", + " soilm: NumPy array of shape (2208,), min: 0.05703233316351461, max: 0.35188082719559577\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19220434087033106\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5148050312868069\n", + " Ed: NumPy array of shape (2208,), min: 1.8100304848816686, max: 35.58139067324262\n", + " Ew: NumPy array of shape (2208,), min: 1.2347352223989276, max: 33.34052323799291\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 261.8361527572726, max: 304.13099484985395\n", + " rh: NumPy array of shape (2208,), min: 3.34400066796643, max: 98.97503354763197\n", + " wind: NumPy array of shape (2208,), min: 0.47837756448117247, max: 18.830575215567272\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018611748495067897\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.827516712237102\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82384.40867601254\n", + " soilm: NumPy array of shape (2208,), min: 0.05703233316351461, max: 0.3459370761264918\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19220434087033106\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4551946304031433\n", + " Ed: NumPy array of shape (2208,), min: 1.750664343663691, max: 34.51092658203932\n", + " Ew: NumPy array of shape (2208,), min: 1.1871309531897352, max: 32.354437369706126\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT563_202403\n", + " loc\n", + " STID : TT563\n", + " lat : 39.62594\n", + " lon : -102.12239\n", + " elev : 3640\n", + " pixel_x : 767.7368656966735\n", + " pixel_y : 484.34706285168033\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 261.483, max: 304.817\n", + " fm: NumPy array of shape (2207,), min: 3.3, max: 26.5\n", + " precip_accum: NumPy array of shape (2207,), min: 32.512, max: 167.894\n", + " rh: NumPy array of shape (2207,), min: 5.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 16.539\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 1.9687836910582148, max: 36.45946262534859\n", + " Ew: NumPy array of shape (2207,), min: 1.289160370743614, max: 34.2126553447422\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.63283064327743, max: 303.9371416819518\n", + " rh: NumPy array of shape (2208,), min: 5.247613313276149, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.20890861105967412, max: 17.863640256152266\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1045.5188730133195\n", + " soilm: NumPy array of shape (2208,), min: 0.04265793331560977, max: 0.3306287564409465\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.414145974139879\n", + " groundflux: NumPy array of shape (2208,), min: -312.1455015495191, max: 444.6713900699808\n", + " Ed: NumPy array of shape (2208,), min: 2.2055132320347064, max: 35.85718547878779\n", + " Ew: NumPy array of shape (2208,), min: 1.510903867858139, max: 33.62306596047695\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.58842659535946, max: 303.71050638742184\n", + " rh: NumPy array of shape (2208,), min: 5.408788248314917, max: 99.8100434822384\n", + " wind: NumPy array of shape (2208,), min: 0.7233400930099123, max: 18.205610374345973\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.014760100290298554\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.524504684032946\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1047.4349444649656\n", + " soilm: NumPy array of shape (2208,), min: 0.045874884678232114, max: 0.3361254416341285\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.414145974139879\n", + " groundflux: NumPy array of shape (2208,), min: -308.20794245027287, max: 281.3878525990253\n", + " Ed: NumPy array of shape (2208,), min: 2.261726157861031, max: 35.03894226635686\n", + " Ew: NumPy array of shape (2208,), min: 1.550484906513348, max: 32.85057854904552\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 261.7522409023369, max: 304.29875200671785\n", + " rh: NumPy array of shape (2208,), min: 5.768673149687845, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5934166534248025, max: 16.461748256836362\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.008023704365349322\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.189707942110257\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84320.88385936513\n", + " soilm: NumPy array of shape (2208,), min: 0.045874884678232114, max: 0.3702026631257004\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3490127960650589\n", + " Ed: NumPy array of shape (2208,), min: 2.3517473901086783, max: 35.05840956837447\n", + " Ew: NumPy array of shape (2208,), min: 1.6180264339135517, max: 32.86937445272925\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 261.57378010135164, max: 303.9179974528115\n", + " rh: NumPy array of shape (2208,), min: 5.599260467950225, max: 99.19852347398412\n", + " wind: NumPy array of shape (2208,), min: 0.5778952991598303, max: 17.933253777610282\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0030349573060598923\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 30.720767379548832\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85392.69095733819\n", + " soilm: NumPy array of shape (2208,), min: 0.045874884678232114, max: 0.30641382361577346\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.47442613052503024\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3238240021124734\n", + " Ed: NumPy array of shape (2208,), min: 2.423745238389774, max: 34.89304885504728\n", + " Ew: NumPy array of shape (2208,), min: 1.6792582121611899, max: 32.717693425775245\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.7376245173933, max: 304.08904659189756\n", + " rh: NumPy array of shape (2208,), min: 5.734706538171836, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.41471769150976034, max: 19.808537340970236\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.006454919622054564\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 30.840019288420145\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83866.37752700553\n", + " soilm: NumPy array of shape (2208,), min: 0.045874884678232114, max: 0.3080918560243712\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.47442613052503024\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.454248876746226\n", + " Ed: NumPy array of shape (2208,), min: 2.33655016629762, max: 35.29428057267954\n", + " Ew: NumPy array of shape (2208,), min: 1.6138626996129506, max: 33.08947364606166\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 261.7950626518221, max: 304.1729055933328\n", + " rh: NumPy array of shape (2208,), min: 5.569412669631546, max: 99.26907184123368\n", + " wind: NumPy array of shape (2208,), min: 0.45438031219679453, max: 18.57604902930273\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00894439732147322\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 31.284582305773363\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85018.26482833749\n", + " soilm: NumPy array of shape (2208,), min: 0.045874884678232114, max: 0.33562854743301257\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.4652937169006224\n", + " groundflux: NumPy array of shape (2208,), min: 0.006247925250482594, max: 1.3108048022114833\n", + " Ed: NumPy array of shape (2208,), min: 2.3564602731344104, max: 34.951760188900614\n", + " Ew: NumPy array of shape (2208,), min: 1.6280136268586132, max: 32.7703558666649\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT564_202403\n", + " loc\n", + " STID : TT564\n", + " lat : 38.06338\n", + " lon : -102.3012\n", + " elev : 3480\n", + " pixel_x : 759.6175786215546\n", + " pixel_y : 541.9281836773396\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 264.26099999999997, max: 306.48299999999995\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 18.796, max: 110.998\n", + " rh: NumPy array of shape (2206,), min: 2.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 13.859\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 1.130240604218046, max: 35.759449716616714\n", + " Ew: NumPy array of shape (2206,), min: 0.6923457522669765, max: 33.51264243601032\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 262.9510447444782, max: 306.69876988984487\n", + " rh: NumPy array of shape (2208,), min: 3.304435181216295, max: 97.635164736554\n", + " wind: NumPy array of shape (2208,), min: 0.14994119878559076, max: 16.210490429271466\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1054.5457622988943\n", + " soilm: NumPy array of shape (2208,), min: 0.051634328368650464, max: 0.35445689767160926\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.30754478320572265\n", + " groundflux: NumPy array of shape (2208,), min: -283.4074982266369, max: 386.43599056469884\n", + " Ed: NumPy array of shape (2208,), min: 1.5338547607075723, max: 32.89612920642599\n", + " Ew: NumPy array of shape (2208,), min: 0.9735176163774568, max: 30.843811139522018\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 263.2817450009563, max: 306.6210319410235\n", + " rh: NumPy array of shape (2208,), min: 2.730697385559787, max: 95.90477921393472\n", + " wind: NumPy array of shape (2208,), min: 0.5833818573318132, max: 16.22884136187882\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0034858023543345423\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.20546501390023\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1055.0718163226604\n", + " soilm: NumPy array of shape (2208,), min: 0.051634328368650464, max: 0.3548562126161016\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.30754478320572265\n", + " groundflux: NumPy array of shape (2208,), min: -216.7881897555538, max: 205.59830280660404\n", + " Ed: NumPy array of shape (2208,), min: 1.4284828208556626, max: 29.876793664080587\n", + " Ew: NumPy array of shape (2208,), min: 0.9174845106701977, max: 28.027808627365992\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 263.51479051462275, max: 306.72321274508164\n", + " rh: NumPy array of shape (2208,), min: 2.8279510197686903, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6069579827419747, max: 15.525614844081153\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0032624700779870014\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 27.034601260593355\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86532.22390075473\n", + " soilm: NumPy array of shape (2208,), min: 0.051634328368650464, max: 0.4171734186269255\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.43824214152559826\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3605291393751964\n", + " Ed: NumPy array of shape (2208,), min: 1.4578588413201876, max: 35.19165439868484\n", + " Ew: NumPy array of shape (2208,), min: 0.9286964598707257, max: 32.94484711807844\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 263.58736883709815, max: 306.4355061504498\n", + " rh: NumPy array of shape (2208,), min: 2.576121207882947, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.64759918881803, max: 19.52102113343552\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003736567555496027\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 37.5782217111941\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85791.12955488925\n", + " soilm: NumPy array of shape (2208,), min: 0.051634328368650464, max: 0.3676870496486327\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6155626657492648\n", + " Ed: NumPy array of shape (2208,), min: 1.381682549558892, max: 35.363275584933234\n", + " Ew: NumPy array of shape (2208,), min: 0.8850606777458048, max: 33.116468304326844\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 263.94832877722325, max: 306.7147222611577\n", + " rh: NumPy array of shape (2208,), min: 2.673374800626833, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6915538483611128, max: 19.218011052483156\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0007047172132873771\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 37.835290761342634\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86126.62528302312\n", + " soilm: NumPy array of shape (2208,), min: 0.051634328368650464, max: 0.3056471084844873\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.391739152927368\n", + " Ed: NumPy array of shape (2208,), min: 1.4142154623569407, max: 35.34236361519262\n", + " Ew: NumPy array of shape (2208,), min: 0.9084888871504401, max: 33.095811659828094\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 264.5021602373953, max: 306.3005818650782\n", + " rh: NumPy array of shape (2208,), min: 2.668939571726822, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.713127235287631, max: 16.868438223312907\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018207060311338976\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 37.835290761342634\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86526.62528302312\n", + " soilm: NumPy array of shape (2208,), min: 0.051634328368650464, max: 0.3574887692282108\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4816760171668895\n", + " Ed: NumPy array of shape (2208,), min: 1.4180811920722274, max: 35.303806932363344\n", + " Ew: NumPy array of shape (2208,), min: 0.9127653861798481, max: 33.05699965175695\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT565_202403\n", + " loc\n", + " STID : TT565\n", + " lat : 39.08597\n", + " lon : -104.21889\n", + " elev : 6238\n", + " pixel_x : 706.5263964207733\n", + " pixel_y : 500.62480192294703\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 260.928, max: 300.37199999999996\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 29.21, max: 119.634\n", + " rh: NumPy array of shape (2206,), min: 6.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 13.412\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 3.4079019892397286, max: 36.85959857189293\n", + " Ew: NumPy array of shape (2206,), min: 2.6196288669140397, max: 34.61279129128654\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 262.60986302069193, max: 300.68633496767626\n", + " rh: NumPy array of shape (2208,), min: 4.582230406357771, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.25443938372633523, max: 16.969897509566266\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1087.0527928415463\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3356387334972022\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: -228.62470097624146, max: 309.536954188786\n", + " Ed: NumPy array of shape (2208,), min: 2.98056663564563, max: 35.743559946005334\n", + " Ew: NumPy array of shape (2208,), min: 2.1655599482813512, max: 33.49675266539894\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 262.28106648479, max: 298.94190432660804\n", + " rh: NumPy array of shape (2208,), min: 4.390159554534735, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7024082008521488, max: 17.769705774485658\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002286921721677127\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.454457874401401\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1087.4279909185993\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.33744123716824814\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: -195.0010038771771, max: 168.49292801338453\n", + " Ed: NumPy array of shape (2208,), min: 2.8478694089753995, max: 35.6834889649921\n", + " Ew: NumPy array of shape (2208,), min: 2.207484720664451, max: 33.43668168438571\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.3336645825821, max: 299.16619283948876\n", + " rh: NumPy array of shape (2208,), min: 4.349990019557298, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7289892096067918, max: 18.236823663232084\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0028438832435790486\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.435045681910768\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 78917.0514971292\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.32880311753798275\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3291401376670307\n", + " Ed: NumPy array of shape (2208,), min: 2.884460085625482, max: 35.66762954933639\n", + " Ew: NumPy array of shape (2208,), min: 2.246787466048514, max: 33.423618537009176\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 262.6942092410467, max: 299.72965884925253\n", + " rh: NumPy array of shape (2208,), min: 4.57760010949022, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4694954675953008, max: 18.919078966263335\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014452902659942372\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.23000923517928\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79208.39029244156\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.3320270623022802\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.316196935448931\n", + " Ed: NumPy array of shape (2208,), min: 2.901245938079194, max: 35.638760595012904\n", + " Ew: NumPy array of shape (2208,), min: 2.248423668412107, max: 33.391953314406514\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 262.1238965102935, max: 299.8381482151422\n", + " rh: NumPy array of shape (2208,), min: 4.374881094182462, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5928556846329778, max: 17.535072124053816\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015159212523327163\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.38627740447273\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79064.41185505188\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.32206632996618934\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.280527899301764\n", + " Ed: NumPy array of shape (2208,), min: 2.7923192958736243, max: 35.84832034036704\n", + " Ew: NumPy array of shape (2208,), min: 2.1529641587497337, max: 33.60151305976065\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 262.2410656902271, max: 299.813434580794\n", + " rh: NumPy array of shape (2208,), min: 5.402649773689597, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6953636251351301, max: 16.417669261435186\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015302597025557176\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.19333550366081\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79864.41185505188\n", + " soilm: NumPy array of shape (2208,), min: 0.05000000074505806, max: 0.31824982372422217\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.20000000298023224\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3173597433632636\n", + " Ed: NumPy array of shape (2208,), min: 3.2058850411975186, max: 35.757436291439824\n", + " Ew: NumPy array of shape (2208,), min: 2.502144417785785, max: 33.520363687369745\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT566_202403\n", + " loc\n", + " STID : TT566\n", + " lat : 37.4798\n", + " lon : -105.93982\n", + " elev : 7570\n", + " pixel_x : 651.7278186338502\n", + " pixel_y : 555.8389525214184\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 260.928, max: 298.70599999999996\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 9.398, max: 72.136\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 15.644\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 262.40174020490707, max: 297.28499170878877\n", + " rh: NumPy array of shape (2208,), min: 8.177666279210541, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.17765767562466858, max: 16.723197694738612\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1085.9836710453092\n", + " soilm: NumPy array of shape (2208,), min: 0.06357481925842313, max: 0.4502564525562658\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.03893947277985009\n", + " groundflux: NumPy array of shape (2208,), min: -333.91434664327323, max: 391.13207967109366\n", + " Ed: NumPy array of shape (2208,), min: 3.7368083597111115, max: 35.92616795525457\n", + " Ew: NumPy array of shape (2208,), min: 2.895161527432871, max: 33.68464325035426\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.5325381095295, max: 297.5541355354302\n", + " rh: NumPy array of shape (2208,), min: 7.576140331197626, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5448357807392715, max: 17.118326465318383\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00280437434812978\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.9428182663976297\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1085.4495577994223\n", + " soilm: NumPy array of shape (2208,), min: 0.06357481925842313, max: 0.4502564525562658\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.03893947277985009\n", + " groundflux: NumPy array of shape (2208,), min: -214.11803144965148, max: 130.4587406506658\n", + " Ed: NumPy array of shape (2208,), min: 3.5469827790763087, max: 35.663117152831795\n", + " Ew: NumPy array of shape (2208,), min: 2.731787727871927, max: 33.4163098722254\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 261.51294734765037, max: 297.5759476514815\n", + " rh: NumPy array of shape (2208,), min: 5.861166382115417, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.35821236960076097, max: 18.346415044436995\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017932699696113954\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.196761649210249\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77300.0\n", + " soilm: NumPy array of shape (2208,), min: 0.06357481925842313, max: 0.45591287036238404\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.03893947277985009\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5370937170336656\n", + " Ed: NumPy array of shape (2208,), min: 3.252120714030247, max: 35.67780188474937\n", + " Ew: NumPy array of shape (2208,), min: 2.5224249833322374, max: 33.43099460414298\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 260.5185936842647, max: 297.7858999669042\n", + " rh: NumPy array of shape (2208,), min: 5.168194482153504, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4759875382338887, max: 18.946783547682422\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003591665969470147\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.82425219467953\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77263.40709201014\n", + " soilm: NumPy array of shape (2208,), min: 0.06357481925842313, max: 0.46580480630681387\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.03893947277985009\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4583788735065335\n", + " Ed: NumPy array of shape (2208,), min: 2.9889324881872654, max: 35.80727576436047\n", + " Ew: NumPy array of shape (2208,), min: 2.2990746341732553, max: 33.56046848375408\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.83529369039644, max: 297.6301430800346\n", + " rh: NumPy array of shape (2208,), min: 5.193983692937984, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.44514516689057293, max: 18.564504032127417\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018058048110224005\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.730863291931488\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77300.0\n", + " soilm: NumPy array of shape (2208,), min: 0.06357481925842313, max: 0.4410484430056611\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.03893947277985009\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.437154501789532\n", + " Ed: NumPy array of shape (2208,), min: 2.9873879393911733, max: 35.89159776294453\n", + " Ew: NumPy array of shape (2208,), min: 2.2959815568256623, max: 33.64691110570858\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 260.45664547101325, max: 297.85162046761394\n", + " rh: NumPy array of shape (2208,), min: 5.348314388233296, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4324241649213504, max: 18.29731896125199\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018727908351464147\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.066953641169302\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77241.18031449651\n", + " soilm: NumPy array of shape (2208,), min: 0.06357481925842313, max: 0.4463919529526882\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.03893947277985009\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3995608579437309\n", + " Ed: NumPy array of shape (2208,), min: 2.8823417792316173, max: 35.91935280991408\n", + " Ew: NumPy array of shape (2208,), min: 2.1817800034288233, max: 33.674666152678135\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT567_202403\n", + " loc\n", + " STID : TT567\n", + " lat : 40.65013\n", + " lon : -104.3375\n", + " elev : 4850\n", + " pixel_x : 707.4274605569332\n", + " pixel_y : 442.53755342185315\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 259.26099999999997, max: 303.70599999999996\n", + " fm: NumPy array of shape (2207,), min: 3.6, max: 27.2\n", + " precip_accum: NumPy array of shape (2207,), min: 0.762, max: 56.134\n", + " rh: NumPy array of shape (2207,), min: 6.0, max: 100.0\n", + " solar: NumPy array of shape (2207,), min: 0.0, max: 1023.0\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 21.01\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 3.2187501183973537, max: 37.2595545202607\n", + " Ew: NumPy array of shape (2207,), min: 2.4766907851609328, max: 35.01274723965431\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.8510407757703, max: 301.33443937402205\n", + " rh: NumPy array of shape (2208,), min: 5.236920634056242, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.245958908684742, max: 21.287403268743216\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1051.1546760413803\n", + " soilm: NumPy array of shape (2208,), min: 0.05798401790251939, max: 0.28600697112497414\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -234.99686592665964, max: 509.9073076141143\n", + " Ed: NumPy array of shape (2208,), min: 2.6868662649897654, max: 36.20117364967229\n", + " Ew: NumPy array of shape (2208,), min: 1.9928936650308031, max: 33.9543663690659\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 261.78151003853236, max: 302.39149689613726\n", + " rh: NumPy array of shape (2208,), min: 7.289792348651301, max: 99.4849585381071\n", + " wind: NumPy array of shape (2208,), min: 0.666769995663234, max: 21.26249796759712\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0009108228661749247\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 1.8702508822190773\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1051.6922294632336\n", + " soilm: NumPy array of shape (2208,), min: 0.05798401790251939, max: 0.28700697098968825\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -231.94796863872995, max: 136.46064740778826\n", + " Ed: NumPy array of shape (2208,), min: 3.53196906876144, max: 35.11547562534681\n", + " Ew: NumPy array of shape (2208,), min: 2.7299490940644016, max: 32.946773938012655\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 261.96918403025575, max: 302.9119283245604\n", + " rh: NumPy array of shape (2208,), min: 4.400000095367432, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7453976825555753, max: 17.488655115589843\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0005454430802338024\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.562460824231619\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84962.51382287797\n", + " soilm: NumPy array of shape (2208,), min: 0.05798401790251939, max: 0.2985065208074388\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0770217126390452\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.457272076383631\n", + " Ed: NumPy array of shape (2208,), min: 2.3743674603400287, max: 36.11055056981497\n", + " Ew: NumPy array of shape (2208,), min: 1.7333209409458916, max: 33.86374328920858\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 262.09881269838365, max: 303.59641848827454\n", + " rh: NumPy array of shape (2208,), min: 4.600801721118829, max: 99.96046506889508\n", + " wind: NumPy array of shape (2208,), min: 0.48493836127120604, max: 17.287044149837822\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017593659616771877\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.562768572461407\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84168.4213853981\n", + " soilm: NumPy array of shape (2208,), min: 0.05798401790251939, max: 0.2859568174179121\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.030777054135260804\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4695699250692873\n", + " Ed: NumPy array of shape (2208,), min: 2.4596057803890905, max: 36.00576185618924\n", + " Ew: NumPy array of shape (2208,), min: 1.8052682295809783, max: 33.76262294032477\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 263.1831290019162, max: 304.2327651526881\n", + " rh: NumPy array of shape (2208,), min: 6.8232665378523425, max: 99.44852072517112\n", + " wind: NumPy array of shape (2208,), min: 0.553714228368788, max: 17.326443525700842\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0173806346902024\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.418275205238483\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84920.54537733144\n", + " soilm: NumPy array of shape (2208,), min: 0.05798401790251939, max: 0.4025431394716419\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.18578019495232437\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4538445140726108\n", + " Ed: NumPy array of shape (2208,), min: 2.64398812605608, max: 34.78830263358081\n", + " Ew: NumPy array of shape (2208,), min: 1.8270010198317221, max: 32.63256555548862\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 263.1148711642399, max: 303.9233608320277\n", + " rh: NumPy array of shape (2208,), min: 4.85901535521016, max: 99.62441212185948\n", + " wind: NumPy array of shape (2208,), min: 0.4289273860024885, max: 19.334078104709686\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012574120576262396\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 44.809931231728854\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85162.51382287797\n", + " soilm: NumPy array of shape (2208,), min: 0.05798401790251939, max: 0.3689425257058242\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.47702171286094497\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4333987018066714\n", + " Ed: NumPy array of shape (2208,), min: 2.5350673375825274, max: 35.020752062425885\n", + " Ew: NumPy array of shape (2208,), min: 1.8642093852191943, max: 32.80818359058283\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT568_202403\n", + " loc\n", + " STID : TT568\n", + " lat : 38.0556\n", + " lon : -103.68205\n", + " elev : 4135\n", + " pixel_x : 719.3712636686433\n", + " pixel_y : 539.8128788132457\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 262.039, max: 307.039\n", + " fm: NumPy array of shape (2206,), min: 4.1, max: 25.7\n", + " precip_accum: NumPy array of shape (2206,), min: 34.798, max: 86.868\n", + " rh: NumPy array of shape (2206,), min: 4.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: 0.0, max: 1064.0\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 11.621\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 1.8154473172319225, max: 36.65944059953247\n", + " Ew: NumPy array of shape (2206,), min: 1.2021475164321678, max: 34.412633318926076\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 264.50746620382574, max: 305.1142551365173\n", + " rh: NumPy array of shape (2208,), min: 4.00472986986777, max: 97.69807921323373\n", + " wind: NumPy array of shape (2208,), min: 0.20997658897153992, max: 17.832146899945748\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1066.4407349669186\n", + " soilm: NumPy array of shape (2208,), min: 0.05100000277161598, max: 0.3066278742209566\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0679013464036099\n", + " groundflux: NumPy array of shape (2208,), min: -289.16879590751915, max: 363.87479144668\n", + " Ed: NumPy array of shape (2208,), min: 1.916977729809207, max: 32.80622693134171\n", + " Ew: NumPy array of shape (2208,), min: 1.3033392573121076, max: 30.749343184156217\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.4524933332806, max: 305.3130859695073\n", + " rh: NumPy array of shape (2208,), min: 2.9164069033290305, max: 97.97185930226857\n", + " wind: NumPy array of shape (2208,), min: 0.41362128177872604, max: 19.034695970576333\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011413922915349912\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.475395920921202\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1067.698207629632\n", + " soilm: NumPy array of shape (2208,), min: 0.05100000277161598, max: 0.30713895408379904\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.07242133536376147\n", + " groundflux: NumPy array of shape (2208,), min: -212.53613780164318, max: 349.48842704930973\n", + " Ed: NumPy array of shape (2208,), min: 1.590551461508159, max: 32.92530882371497\n", + " Ew: NumPy array of shape (2208,), min: 1.0629285703134943, max: 30.84819581786393\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.5531392227997, max: 305.29823452887564\n", + " rh: NumPy array of shape (2208,), min: 3.6584390495013452, max: 99.40080853489911\n", + " wind: NumPy array of shape (2208,), min: 0.37841882726165965, max: 18.42700502172073\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001502895783956694\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.85058910536428\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 84418.50226595727\n", + " soilm: NumPy array of shape (2208,), min: 0.05100000277161598, max: 0.3068276247276307\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1748484759130139\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3196929892367497\n", + " Ed: NumPy array of shape (2208,), min: 1.8445743441705196, max: 34.68116129760276\n", + " Ew: NumPy array of shape (2208,), min: 1.256462735115365, max: 32.48833994119123\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.94190287125593, max: 305.62618515958604\n", + " rh: NumPy array of shape (2208,), min: 4.0, max: 99.35894645983188\n", + " wind: NumPy array of shape (2208,), min: 0.46410002517163207, max: 17.6977353728653\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001274550569948172\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.853606954236936\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80618.50226595727\n", + " soilm: NumPy array of shape (2208,), min: 0.05100000277161598, max: 0.30914823794310925\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19326272525286875\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3527407184737439\n", + " Ed: NumPy array of shape (2208,), min: 2.03487851437237, max: 34.65477081509694\n", + " Ew: NumPy array of shape (2208,), min: 1.4047176371366894, max: 32.46559474661593\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 266.28130413517977, max: 306.1078596623695\n", + " rh: NumPy array of shape (2208,), min: 3.948891404453237, max: 96.9813572210858\n", + " wind: NumPy array of shape (2208,), min: 0.4073608712785628, max: 16.279269610906198\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001187121243139556\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.951471165168517\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85518.50226595727\n", + " soilm: NumPy array of shape (2208,), min: 0.05100000277161598, max: 0.30942482303339897\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2050277133995227\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3215641993197662\n", + " Ed: NumPy array of shape (2208,), min: 2.277048243078896, max: 32.06318259072929\n", + " Ew: NumPy array of shape (2208,), min: 1.59056164398396, max: 30.056535517917617\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 266.6780724461306, max: 305.97450190025893\n", + " rh: NumPy array of shape (2208,), min: 3.8488913779681653, max: 99.51227395240724\n", + " wind: NumPy array of shape (2208,), min: 0.587442403874183, max: 16.62523791491247\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015951821031357557\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.017255934113397\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 83918.50226595727\n", + " soilm: NumPy array of shape (2208,), min: 0.05100000277161598, max: 0.31523355274224896\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2050277133995227\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.401824551388271\n", + " Ed: NumPy array of shape (2208,), min: 2.172342020611279, max: 34.84773527124915\n", + " Ew: NumPy array of shape (2208,), min: 1.4699432340053598, max: 32.64512849228519\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT574_202403\n", + " loc\n", + " STID : TT574\n", + " lat : 43.43569\n", + " lon : -109.56747\n", + " elev : 8624\n", + " pixel_x : 574.5657208448993\n", + " pixel_y : 324.876012277449\n", + " RAWS\n", + " temp: NumPy array of shape (1371,), min: nan, max: nan\n", + " fm: NumPy array of shape (1371,), min: 4.8, max: 25.5\n", + " precip_accum: NumPy array of shape (1371,), min: 0.0, max: 3.048\n", + " rh: NumPy array of shape (1371,), min: 10.0, max: 100.0\n", + " solar: NumPy array of shape (1371,), min: nan, max: nan\n", + " wind: NumPy array of shape (1371,), min: 0.0, max: 15.202\n", + " time_raws: NumPy array of shape (1371,), type object\n", + " hours : 1371\n", + " rain: NumPy array of shape (1371,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1371,), min: nan, max: nan\n", + " Ew: NumPy array of shape (1371,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 256.3640182723191, max: 292.14476317484326\n", + " rh: NumPy array of shape (2208,), min: 13.915088738802257, max: 99.84568684790861\n", + " wind: NumPy array of shape (2208,), min: 0.2622041673335396, max: 15.900560468791031\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1048.4677656383587\n", + " soilm: NumPy array of shape (2208,), min: 0.049760278099290775, max: 0.251997339121611\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16897085978549206\n", + " groundflux: NumPy array of shape (2208,), min: -360.1480721791228, max: 544.2672038905135\n", + " Ed: NumPy array of shape (2208,), min: 7.149021672865639, max: 36.140200050022386\n", + " Ew: NumPy array of shape (2208,), min: 6.004094933294439, max: 33.91318957286856\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.238676421146, max: 292.0539485032737\n", + " rh: NumPy array of shape (2208,), min: 13.761675685569337, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8481885342301645, max: 16.676856297920253\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016301447597032348\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.472176792375597\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1050.619938612755\n", + " soilm: NumPy array of shape (2208,), min: 0.050954409957783234, max: 0.251997339121611\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16897085978549206\n", + " groundflux: NumPy array of shape (2208,), min: -322.94720690214086, max: 221.13140211779796\n", + " Ed: NumPy array of shape (2208,), min: 6.917456749596671, max: 36.2802652167647\n", + " Ew: NumPy array of shape (2208,), min: 5.8871487550312, max: 34.03345793615831\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 255.9283011644075, max: 292.34348181157304\n", + " rh: NumPy array of shape (2208,), min: 12.697297431592066, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7387822738991338, max: 17.03773943061278\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017813695637512973\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.417670796802584\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73783.56500324092\n", + " soilm: NumPy array of shape (2208,), min: 0.05266925815757885, max: 0.26808658375098027\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16897085978549206\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4084564399469577\n", + " Ed: NumPy array of shape (2208,), min: 6.603708325690917, max: 36.254893706426635\n", + " Ew: NumPy array of shape (2208,), min: 5.520957523263616, max: 34.0105861859281\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 255.58440412962324, max: 292.4782393006479\n", + " rh: NumPy array of shape (2208,), min: 11.97402832686344, max: 99.7378034788878\n", + " wind: NumPy array of shape (2208,), min: 0.8735248851015522, max: 16.18516353941366\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001350404858705061\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.150928836792707\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74861.7668031103\n", + " soilm: NumPy array of shape (2208,), min: 0.05400904029280352, max: 0.2660078458856051\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16897085978549206\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.419473629578973\n", + " Ed: NumPy array of shape (2208,), min: 5.959066508539101, max: 35.89563505285278\n", + " Ew: NumPy array of shape (2208,), min: 4.9580282756915715, max: 33.67287265568569\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 255.60866931168005, max: 292.6313606383695\n", + " rh: NumPy array of shape (2208,), min: 11.439240148305618, max: 99.90180047814894\n", + " wind: NumPy array of shape (2208,), min: 0.7219768821048261, max: 17.413185581658517\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001099115616937984\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.29072293079061\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73809.07956448893\n", + " soilm: NumPy array of shape (2208,), min: 0.05400904029280352, max: 0.25470968426861396\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16897085978549206\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5278805337447061\n", + " Ed: NumPy array of shape (2208,), min: 5.64018197628862, max: 35.95719203856324\n", + " Ew: NumPy array of shape (2208,), min: 4.6780850024389515, max: 33.73305274237694\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 255.60054253860656, max: 292.6605620370127\n", + " rh: NumPy array of shape (2208,), min: 11.568735533536536, max: 99.9368716977283\n", + " wind: NumPy array of shape (2208,), min: 0.6654571829842908, max: 17.434002392089354\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013664568037336845\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.524515454255273\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 73416.82448484974\n", + " soilm: NumPy array of shape (2208,), min: 0.05394672487310429, max: 0.2540228449862349\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16897085978549206\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4612891199559552\n", + " Ed: NumPy array of shape (2208,), min: 6.259993634704091, max: 36.01939836622145\n", + " Ew: NumPy array of shape (2208,), min: 5.293765796582166, max: 33.788985038724654\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "SFRS2_202403\n", + " loc\n", + " STID : SFRS2\n", + " lat : 44.45823\n", + " lon : -103.81873\n", + " elev : 3898\n", + " pixel_x : 731.6990773127595\n", + " pixel_y : 302.3723050084893\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 255.92799999999997, max: 302.594\n", + " fm: NumPy array of shape (2206,), min: 4.5, max: 26.3\n", + " precip_accum: NumPy array of shape (2206,), min: 3.556, max: 230.632\n", + " rh: NumPy array of shape (2206,), min: 13.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: 0.0, max: 1015.0\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 14.754\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 4.905159050481776, max: 36.55954161152882\n", + " Ew: NumPy array of shape (2206,), min: 3.8684915361940027, max: 34.312734330922424\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 255.27652274701558, max: 302.20722331622045\n", + " rh: NumPy array of shape (2208,), min: 11.345361118115965, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3727053646213906, max: 17.129485949574004\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 996.170222130387\n", + " soilm: NumPy array of shape (2208,), min: 0.06072423396320238, max: 0.44667458700663304\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -367.05243842599884, max: 646.589625584536\n", + " Ed: NumPy array of shape (2208,), min: 5.511910519266315, max: 36.06098621845805\n", + " Ew: NumPy array of shape (2208,), min: 4.367021178092921, max: 33.81824954479313\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 255.1497848402654, max: 302.32948856719906\n", + " rh: NumPy array of shape (2208,), min: 11.228022549120224, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6895632127668793, max: 17.68432968029975\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.01696472119781093\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 20.86620997482978\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 996.4129577108681\n", + " soilm: NumPy array of shape (2208,), min: 0.06072423396320238, max: 0.4523022878552167\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -384.85626560117106, max: 219.5377108467677\n", + " Ed: NumPy array of shape (2208,), min: 5.129243834788331, max: 36.02676474681842\n", + " Ew: NumPy array of shape (2208,), min: 4.0717307733691035, max: 33.77995746621203\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 255.30855551208566, max: 302.1947207567064\n", + " rh: NumPy array of shape (2208,), min: 11.047946434139963, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.567909905842298, max: 17.56537247080223\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021846187511490546\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 29.15902236283286\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86650.53096473064\n", + " soilm: NumPy array of shape (2208,), min: 0.061173391552339536, max: 0.4124483135803635\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.346011987633325\n", + " Ed: NumPy array of shape (2208,), min: 4.90767004751555, max: 35.85659300599101\n", + " Ew: NumPy array of shape (2208,), min: 3.8709615247782683, max: 33.623855646607915\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 255.7243754721819, max: 302.491022756307\n", + " rh: NumPy array of shape (2208,), min: 11.091826915842185, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7798006618195401, max: 17.955285638297276\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0033306392580271502\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 32.83671485823532\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 86624.50396624449\n", + " soilm: NumPy array of shape (2208,), min: 0.061173391552339536, max: 0.4106621926654488\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.420336830284601\n", + " Ed: NumPy array of shape (2208,), min: 4.768388344907095, max: 35.81966222368841\n", + " Ew: NumPy array of shape (2208,), min: 3.7456655348718884, max: 33.57285494308202\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 255.8568154388875, max: 302.7347586386269\n", + " rh: NumPy array of shape (2208,), min: 10.808618657426859, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.849212937308681, max: 16.078502273623158\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0039270029956041605\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 35.6953683116196\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85599.48510241233\n", + " soilm: NumPy array of shape (2208,), min: 0.06011681234174519, max: 0.4018546765281257\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.3839638228238913\n", + " Ed: NumPy array of shape (2208,), min: 4.718400773872855, max: 35.939336093414205\n", + " Ew: NumPy array of shape (2208,), min: 3.698973284404872, max: 33.6973967061723\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 256.07023490468, max: 302.6822507245968\n", + " rh: NumPy array of shape (2208,), min: 10.441296213840033, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5961590205977558, max: 16.39341193064866\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029074762664881536\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 37.86824292324326\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 85771.60785858642\n", + " soilm: NumPy array of shape (2208,), min: 0.057815889420503294, max: 0.3885883410683168\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4233546075298231\n", + " Ed: NumPy array of shape (2208,), min: 4.477549299971338, max: 35.87518710071588\n", + " Ew: NumPy array of shape (2208,), min: 3.4833605461934294, max: 33.63390750968217\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT590_202403\n", + " loc\n", + " STID : TT590\n", + " lat : 37.19595\n", + " lon : -107.40012\n", + " elev : 7297\n", + " pixel_x : 607.8505848101961\n", + " pixel_y : 562.0284430028044\n", + " RAWS\n", + " temp: NumPy array of shape (741,), min: 266.483, max: 294.817\n", + " fm: NumPy array of shape (741,), min: 4.7, max: 23.8\n", + " precip_accum: NumPy array of shape (741,), min: 0.0, max: 10.668\n", + " rh: NumPy array of shape (741,), min: 11.0, max: 100.0\n", + " solar: NumPy array of shape (741,), min: 0.0, max: 1034.0\n", + " wind: NumPy array of shape (741,), min: 0.0, max: 5.813\n", + " time_raws: NumPy array of shape (741,), type object\n", + " hours : 741\n", + " rain: NumPy array of shape (741,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (741,), min: 4.635606499990781, max: 35.95960768897717\n", + " Ew: NumPy array of shape (741,), min: 3.6878436425254466, max: 33.712800408370775\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.7786149015381, max: 299.7418812462714\n", + " rh: NumPy array of shape (2208,), min: 6.795762348039784, max: 99.80388376321672\n", + " wind: NumPy array of shape (2208,), min: 0.1021641032191842, max: 11.827819390618451\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1084.765255801783\n", + " soilm: NumPy array of shape (2208,), min: 0.06088504399900481, max: 0.25144015942368786\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.014516537530443102\n", + " groundflux: NumPy array of shape (2208,), min: -187.01169620392193, max: 181.53200947293954\n", + " Ed: NumPy array of shape (2208,), min: 2.9366824729714223, max: 35.61625652175538\n", + " Ew: NumPy array of shape (2208,), min: 2.152444161771338, max: 33.38749685822913\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 266.19216044070237, max: 299.72220402844357\n", + " rh: NumPy array of shape (2208,), min: 5.8687700178978695, max: 99.68263776133006\n", + " wind: NumPy array of shape (2208,), min: 0.6481533258310176, max: 14.23165855374388\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0006648533166394739\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 1.6416343265837803\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1084.9431139943913\n", + " soilm: NumPy array of shape (2208,), min: 0.06086085076383417, max: 0.25146860290796735\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.014516537530443102\n", + " groundflux: NumPy array of shape (2208,), min: -181.7360837594565, max: 118.54834626858701\n", + " Ed: NumPy array of shape (2208,), min: 2.7447879086048332, max: 35.330228490550894\n", + " Ew: NumPy array of shape (2208,), min: 2.014674296540182, max: 33.112440785562626\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 266.79670444606313, max: 299.64391843776224\n", + " rh: NumPy array of shape (2208,), min: 5.430862414478716, max: 99.90143007478596\n", + " wind: NumPy array of shape (2208,), min: 0.6034994473364204, max: 14.864849744288172\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011545747329023497\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.350657661042001\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74116.36841573566\n", + " soilm: NumPy array of shape (2208,), min: 0.06085660093855907, max: 0.3352826364643728\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4132605991234428\n", + " Ed: NumPy array of shape (2208,), min: 2.5722171221289325, max: 35.46661629878718\n", + " Ew: NumPy array of shape (2208,), min: 1.8668348869891127, max: 33.22892667575298\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 267.2240907839905, max: 299.59531338557395\n", + " rh: NumPy array of shape (2208,), min: 6.42461887686242, max: 99.96371022078739\n", + " wind: NumPy array of shape (2208,), min: 0.46219404850895957, max: 14.086499197709562\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0008708369636001105\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.044699348360063\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74109.14372740923\n", + " soilm: NumPy array of shape (2208,), min: 0.060852351113283965, max: 0.3300824113434462\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.576473742138871\n", + " Ed: NumPy array of shape (2208,), min: 2.9103992984404234, max: 35.560090281823044\n", + " Ew: NumPy array of shape (2208,), min: 2.141158334385342, max: 33.31665083183116\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 267.1182271540014, max: 299.5224269878321\n", + " rh: NumPy array of shape (2208,), min: 6.1512324880075, max: 99.94877193686467\n", + " wind: NumPy array of shape (2208,), min: 0.5684250055105097, max: 15.221971576222888\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002450076247589027\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 4.053748939396516\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74440.45605603817\n", + " soilm: NumPy array of shape (2208,), min: 0.06084810128800886, max: 0.3348244293283025\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.004371802201940628, max: 1.4804586727390248\n", + " Ed: NumPy array of shape (2208,), min: 2.74039462944306, max: 35.67454292097308\n", + " Ew: NumPy array of shape (2208,), min: 1.9950295561315807, max: 33.435540601327126\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 266.86229116100276, max: 299.78928743106775\n", + " rh: NumPy array of shape (2208,), min: 6.245294636437333, max: 99.98335877585934\n", + " wind: NumPy array of shape (2208,), min: 0.449332670222911, max: 13.618150033178157\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001990571295425387\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.452831816109317\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 76438.68667332231\n", + " soilm: NumPy array of shape (2208,), min: 0.06067449259189938, max: 0.3220524099571968\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.11209722037033391\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4687355952416254\n", + " Ed: NumPy array of shape (2208,), min: 2.7943207538522015, max: 35.79105828577561\n", + " Ew: NumPy array of shape (2208,), min: 2.0382728819595197, max: 33.54579697734526\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT591_202403\n", + " loc\n", + " STID : TT591\n", + " lat : 44.15405\n", + " lon : -103.64017\n", + " elev : 5658\n", + " pixel_x : 735.6830873397894\n", + " pixel_y : 314.00302967732813\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: 252.59399999999997, max: 297.594\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 0.0, max: 1.524\n", + " rh: NumPy array of shape (2207,), min: 9.0, max: 100.0\n", + " soil_moisture: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 4.918\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: 4.276826634559585, max: 34.97033063059383\n", + " Ew: NumPy array of shape (2207,), min: 3.32906377709425, max: 32.81175596724537\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.69314661822864, max: 299.6046103479679\n", + " rh: NumPy array of shape (2208,), min: 1.013157948774456, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.209046053445694, max: 12.719517138621347\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1010.6749584509066\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.3327009752869904\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -469.4977783753022, max: 634.6469871831504\n", + " Ed: NumPy array of shape (2208,), min: 1.3899364350117063, max: 36.26830917930373\n", + " Ew: NumPy array of shape (2208,), min: 1.0817619340395737, max: 34.02150189869733\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 256.563675672725, max: 298.3078609928243\n", + " rh: NumPy array of shape (2208,), min: 10.530878497813772, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.786672723675634, max: 14.411397921430952\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026404915578573714\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.023502170624992\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1011.6749584509065\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.335018997297034\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -230.39063596258902, max: 240.04949963531402\n", + " Ed: NumPy array of shape (2208,), min: 5.144392997310122, max: 36.10268948123397\n", + " Ew: NumPy array of shape (2208,), min: 4.124283619100237, max: 33.86804212406696\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 255.0646142686727, max: 298.36491385518946\n", + " rh: NumPy array of shape (2208,), min: 10.462570154700545, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8065488964197286, max: 13.114303426205511\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029574214894395393\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.180518080755478\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82268.2788843743\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.3422347449304313\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.9735248945044246\n", + " Ed: NumPy array of shape (2208,), min: 5.362244188753843, max: 36.27187620108792\n", + " Ew: NumPy array of shape (2208,), min: 4.319537089580114, max: 34.02511633187837\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 255.45406809052557, max: 298.34241183220223\n", + " rh: NumPy array of shape (2208,), min: 10.699186922138924, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6159789147751918, max: 13.107310132443303\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.007862068192313346\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.373516963074676\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82467.510769893\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.35308436368194923\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010009601207284344, max: 1.937810083963907\n", + " Ed: NumPy array of shape (2208,), min: 5.207737671805625, max: 36.27043032893164\n", + " Ew: NumPy array of shape (2208,), min: 4.185423625795707, max: 34.023660145054016\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 254.5546823784231, max: 298.55132380637747\n", + " rh: NumPy array of shape (2208,), min: 11.030878497813775, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.585557097754009, max: 13.149192771830073\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.003632648999139889\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 18.132476662219496\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82467.510769893\n", + " soilm: NumPy array of shape (2208,), min: 0.05136824518699083, max: 0.3403939396037175\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.010020695118284925, max: 1.8629732783135844\n", + " Ed: NumPy array of shape (2208,), min: 5.024730375796584, max: 36.22420715045343\n", + " Ew: NumPy array of shape (2208,), min: 3.9884646421398866, max: 33.97743696657581\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 253.9044086175464, max: 298.2958357586192\n", + " rh: NumPy array of shape (2208,), min: 11.462570154700545, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3336643802012844, max: 13.121524681507228\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.005328806242035893\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 21.454799798086384\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 82273.2050863111\n", + " soilm: NumPy array of shape (2208,), min: 0.05136920533203825, max: 0.3558356301922745\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.913697130654894\n", + " Ed: NumPy array of shape (2208,), min: 4.716943572862096, max: 35.74474927449419\n", + " Ew: NumPy array of shape (2208,), min: 3.722586037213143, max: 33.49794199388779\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT610_202403\n", + " loc\n", + " STID : TT610\n", + " lat : 44.31906\n", + " lon : -108.8965\n", + " elev : 5520\n", + " pixel_x : 596.6093742108603\n", + " pixel_y : 294.5401565067474\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: nan, max: nan\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 90.424, max: 148.844\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 16.987\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.9362776110785, max: 299.05780342795026\n", + " rh: NumPy array of shape (2208,), min: 12.685821820644804, max: 99.36196802448168\n", + " wind: NumPy array of shape (2208,), min: 0.29436721915308744, max: 16.579236138288426\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1020.1921543923117\n", + " soilm: NumPy array of shape (2208,), min: 0.052069219703302985, max: 0.2507190459731441\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -232.9258839965168, max: 413.3499321118279\n", + " Ed: NumPy array of shape (2208,), min: 5.236807927790434, max: 34.62910602795403\n", + " Ew: NumPy array of shape (2208,), min: 4.161236128647963, max: 32.43966738701781\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.2801426891035, max: 298.7611908404074\n", + " rh: NumPy array of shape (2208,), min: 10.630989646860549, max: 99.16163487661308\n", + " wind: NumPy array of shape (2208,), min: 0.6534743499938386, max: 17.871943494112504\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0010280216253058564\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 2.496129687337924\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1015.1239941494756\n", + " soilm: NumPy array of shape (2208,), min: 0.052069219703302985, max: 0.25130437313750387\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " groundflux: NumPy array of shape (2208,), min: -185.01673867487824, max: 140.49096710267796\n", + " Ed: NumPy array of shape (2208,), min: 4.028099470966372, max: 34.372530545987246\n", + " Ew: NumPy array of shape (2208,), min: 3.092780239783361, max: 32.25310925530219\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 257.4125897867043, max: 298.87034801480587\n", + " rh: NumPy array of shape (2208,), min: 8.646424803024349, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.764886128382183, max: 17.953255368137068\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0011028663473266658\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.628754658916133\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81716.91686874718\n", + " soilm: NumPy array of shape (2208,), min: 0.052069219703302985, max: 0.2704103828624806\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.07890009500498985\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4291050011113442\n", + " Ed: NumPy array of shape (2208,), min: 4.4035801531334835, max: 35.4036044015379\n", + " Ew: NumPy array of shape (2208,), min: 3.425390773092176, max: 33.15679712093151\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 257.497455457887, max: 298.3897585579939\n", + " rh: NumPy array of shape (2208,), min: 7.591130168069137, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.655302738995455, max: 17.435280721605682\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012207652813943225\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.527702482267667\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81632.97947144616\n", + " soilm: NumPy array of shape (2208,), min: 0.052069219703302985, max: 0.28651940847195684\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.457687160277305\n", + " Ed: NumPy array of shape (2208,), min: 4.233417781850513, max: 35.26377258830529\n", + " Ew: NumPy array of shape (2208,), min: 3.417543786708042, max: 33.0169653076989\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 257.56165021532144, max: 298.41622084020827\n", + " rh: NumPy array of shape (2208,), min: 7.491761777020857, max: 99.59910146079744\n", + " wind: NumPy array of shape (2208,), min: 0.7039372121129024, max: 17.387810982193752\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0029428953501855876\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.088452869986801\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81729.13120752019\n", + " soilm: NumPy array of shape (2208,), min: 0.052069219703302985, max: 0.29850853126694754\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.060937421994070706\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4219846691601643\n", + " Ed: NumPy array of shape (2208,), min: 4.191436594746359, max: 34.872781660258745\n", + " Ew: NumPy array of shape (2208,), min: 3.352194355107242, max: 32.71058675926447\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.245422825355, max: 298.47154071256716\n", + " rh: NumPy array of shape (2208,), min: 7.5955463486458115, max: 99.89763765470352\n", + " wind: NumPy array of shape (2208,), min: 0.48471342493621, max: 17.031136740037176\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001496215424544988\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.816901274324854\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81712.15043327014\n", + " soilm: NumPy array of shape (2208,), min: 0.052069219703302985, max: 0.283286536717952\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.07890009500498985\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.4090715607230566\n", + " Ed: NumPy array of shape (2208,), min: 3.7099267257142277, max: 35.08895887304748\n", + " Ew: NumPy array of shape (2208,), min: 2.8789966630980457, max: 32.851618153099764\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT681_202403\n", + " loc\n", + " STID : TT681\n", + " lat : 37.52272\n", + " lon : -108.48178\n", + " elev : 7576\n", + " pixel_x : 577.5528058959089\n", + " pixel_y : 546.3839171376006\n", + " RAWS\n", + " temp: NumPy array of shape (589,), min: 270.928, max: 295.928\n", + " fm: NumPy array of shape (589,), min: 4.4, max: 26.0\n", + " precip_accum: NumPy array of shape (589,), min: 0.0, max: 6.604\n", + " rh: NumPy array of shape (589,), min: 11.0, max: 100.0\n", + " solar: NumPy array of shape (589,), min: 0.0, max: 999.0\n", + " wind: NumPy array of shape (589,), min: 0.0, max: 4.918\n", + " time_raws: NumPy array of shape (589,), type object\n", + " hours : 589\n", + " rain: NumPy array of shape (589,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (589,), min: 4.779144285548606, max: 35.65955072861306\n", + " Ew: NumPy array of shape (589,), min: 3.8313814280832705, max: 33.412743448006665\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.5868692218496, max: 297.3188970429329\n", + " rh: NumPy array of shape (2208,), min: 7.051439659700019, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.3039323163079299, max: 14.248883056665916\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1085.552805895909\n", + " soilm: NumPy array of shape (2208,), min: 0.052738401775920936, max: 0.24713394511858572\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -196.3669497161833, max: 237.0064997973511\n", + " Ed: NumPy array of shape (2208,), min: 3.708163382541246, max: 35.88633278413392\n", + " Ew: NumPy array of shape (2208,), min: 2.841782543676415, max: 33.63952550352752\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.4998947539686, max: 296.65150931559384\n", + " rh: NumPy array of shape (2208,), min: 6.854106649540234, max: 99.22660960418989\n", + " wind: NumPy array of shape (2208,), min: 0.8084174286114636, max: 15.1258563615763\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0006538465100092733\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.087693718841135\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1086.7244913763034\n", + " soilm: NumPy array of shape (2208,), min: 0.052803466254048546, max: 0.24834617667413647\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10000000149011612\n", + " groundflux: NumPy array of shape (2208,), min: -175.96148794806743, max: 165.11929687153304\n", + " Ed: NumPy array of shape (2208,), min: 3.1980436220841044, max: 34.588474986897985\n", + " Ew: NumPy array of shape (2208,), min: 2.416856481895989, max: 32.41071684102964\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.5925603237021, max: 296.6909792120185\n", + " rh: NumPy array of shape (2208,), min: 7.715276139638807, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9436992844269905, max: 12.948435568472796\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0009777004898711607\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.920098357481476\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72201.25519749043\n", + " soilm: NumPy array of shape (2208,), min: 0.052803466254048546, max: 0.21839944945497822\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.12122316752697704\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9272391241604465\n", + " Ed: NumPy array of shape (2208,), min: 3.442476936140294, max: 35.56486171751762\n", + " Ew: NumPy array of shape (2208,), min: 2.6210199048662224, max: 33.31805443691123\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.5744752448493, max: 296.69317914085866\n", + " rh: NumPy array of shape (2208,), min: 7.429891913560555, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9292293565695908, max: 12.95938680639409\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012020839052523087\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.713098157231578\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68067.81728279236\n", + " soilm: NumPy array of shape (2208,), min: 0.052738401775920936, max: 0.24845661922959364\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17244914020003785\n", + " groundflux: NumPy array of shape (2208,), min: 0.012122316301106219, max: 1.8655569819089637\n", + " Ed: NumPy array of shape (2208,), min: 3.3551658195110177, max: 35.66511094611389\n", + " Ew: NumPy array of shape (2208,), min: 2.5466504882951746, max: 33.4183036655075\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 265.28141760533015, max: 296.7998472581657\n", + " rh: NumPy array of shape (2208,), min: 6.893493540071945, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5435356051983602, max: 13.142329151302864\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017918126956583812\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.7511258936674245\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68242.0689954049\n", + " soilm: NumPy array of shape (2208,), min: 0.052738401775920936, max: 0.24136750872610835\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.17244914020003785\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9396447483498371\n", + " Ed: NumPy array of shape (2208,), min: 3.20906617877251, max: 35.580187080487505\n", + " Ew: NumPy array of shape (2208,), min: 2.425954823369211, max: 33.333379799881115\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 265.1000827034025, max: 296.67605611631535\n", + " rh: NumPy array of shape (2208,), min: 7.2044352167210235, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6803974256911092, max: 13.338521411023544\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014552372610623038\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.7511258936674245\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69581.21538123759\n", + " soilm: NumPy array of shape (2208,), min: 0.05267512468119606, max: 0.23186207523497243\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.22122317059834223\n", + " groundflux: NumPy array of shape (2208,), min: 0.012755085951867058, max: 1.8888126536430974\n", + " Ed: NumPy array of shape (2208,), min: 3.3020474102868125, max: 35.74975757394681\n", + " Ew: NumPy array of shape (2208,), min: 2.50403223362344, max: 33.50295029334041\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT689_202403\n", + " loc\n", + " STID : TT689\n", + " lat : 38.07722\n", + " lon : -104.97472\n", + " elev : 6239\n", + " pixel_x : 681.8107384581033\n", + " pixel_y : 536.2175550917812\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 262.039, max: 299.26099999999997\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 56.896, max: 238.76\n", + " rh: NumPy array of shape (2206,), min: nan, max: nan\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 13.859\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2206,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.57054548717537, max: 300.2885882867771\n", + " rh: NumPy array of shape (2208,), min: 4.808776986594543, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.2440187082454798, max: 23.932626467041892\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1072.309054721791\n", + " soilm: NumPy array of shape (2208,), min: 0.05999291847161276, max: 0.37987982962719363\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.48236197308499146\n", + " groundflux: NumPy array of shape (2208,), min: -251.94316507375868, max: 494.2302951402916\n", + " Ed: NumPy array of shape (2208,), min: 2.356826477263355, max: 35.78517163257306\n", + " Ew: NumPy array of shape (2208,), min: 1.6891345470022547, max: 33.54385492658391\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.8457279617377, max: 300.40615175759035\n", + " rh: NumPy array of shape (2208,), min: 5.346798800639188, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.996540250117699, max: 24.199556428765135\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018366972205030255\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.937285869490377\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1072.5137285513388\n", + " soilm: NumPy array of shape (2208,), min: 0.05999291847161276, max: 0.3802454723816936\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.48236197308499146\n", + " groundflux: NumPy array of shape (2208,), min: -213.38184718882655, max: 173.88189120530873\n", + " Ed: NumPy array of shape (2208,), min: 2.5772604368113505, max: 35.85622481869925\n", + " Ew: NumPy array of shape (2208,), min: 1.8767876568554567, max: 33.609417538092856\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.0409401252449, max: 300.52140402099957\n", + " rh: NumPy array of shape (2208,), min: 5.934276731652494, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6487509398948184, max: 23.005203570056107\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001894388482732442\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.778792922681966\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80336.36122286659\n", + " soilm: NumPy array of shape (2208,), min: 0.05999291847161276, max: 0.3869439300617835\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.48236197308499146\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7713185942499994\n", + " Ed: NumPy array of shape (2208,), min: 2.767936363616055, max: 35.85562145822936\n", + " Ew: NumPy array of shape (2208,), min: 2.034238816928457, max: 33.60881417762296\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.1391214106051, max: 300.54760124241125\n", + " rh: NumPy array of shape (2208,), min: 5.475415159279395, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7852457524919928, max: 21.79478206409913\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0030260358522647985\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.666026513475664\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79612.36262305354\n", + " soilm: NumPy array of shape (2208,), min: 0.05999291847161276, max: 0.3824605491714874\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.48236197308499146\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7809069336323056\n", + " Ed: NumPy array of shape (2208,), min: 2.6533658586784035, max: 35.840799537788335\n", + " Ew: NumPy array of shape (2208,), min: 1.945403540373259, max: 33.59811332912453\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 264.30169759465775, max: 300.5347852067292\n", + " rh: NumPy array of shape (2208,), min: 4.866927184284929, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5529828971419938, max: 22.407335755188896\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0031379824327590535\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.23874193037481\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 78945.88214313396\n", + " soilm: NumPy array of shape (2208,), min: 0.05999291847161276, max: 0.39394725415882437\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.48236197308499146\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8294260200630674\n", + " Ed: NumPy array of shape (2208,), min: 2.4521119184467564, max: 35.826416746816214\n", + " Ew: NumPy array of shape (2208,), min: 1.7807574286198136, max: 33.580985306256125\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 264.99993599351444, max: 300.9310696129149\n", + " rh: NumPy array of shape (2208,), min: 5.296508109133372, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7699662597282377, max: 22.186493594593358\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016498315813433665\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 22.703663109253576\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 77720.75686388\n", + " soilm: NumPy array of shape (2208,), min: 0.05999291847161276, max: 0.3763166179072168\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.48236197308499146\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8219217553473959\n", + " Ed: NumPy array of shape (2208,), min: 2.5799314644428986, max: 35.99572350829177\n", + " Ew: NumPy array of shape (2208,), min: 1.8737837873968544, max: 33.755774059581384\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT695_202403\n", + " loc\n", + " STID : TT695\n", + " lat : 39.03373\n", + " lon : -107.9769\n", + " elev : 10214\n", + " pixel_x : 598.6583700043145\n", + " pixel_y : 492.4633510936756\n", + " RAWS\n", + " temp: NumPy array of shape (2206,), min: 256.48299999999995, max: 290.928\n", + " fm: NumPy array of shape (2206,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2206,), min: 132.588, max: 343.408\n", + " rh: NumPy array of shape (2206,), min: 16.0, max: 100.0\n", + " solar: NumPy array of shape (2206,), min: nan, max: nan\n", + " wind: NumPy array of shape (2206,), min: 0.0, max: 4.471\n", + " time_raws: NumPy array of shape (2206,), type object\n", + " hours : 2206\n", + " rain: NumPy array of shape (2206,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2206,), min: 6.928210220229152, max: 36.45946262534859\n", + " Ew: NumPy array of shape (2206,), min: 5.81985694960515, max: 34.2126553447422\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 258.2340232455307, max: 288.5568873465758\n", + " rh: NumPy array of shape (2208,), min: 12.0448654517594, max: 99.28427553655443\n", + " wind: NumPy array of shape (2208,), min: 0.5545031109429345, max: 16.97716842494749\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1097.451667546589\n", + " soilm: NumPy array of shape (2208,), min: 0.08123487135406336, max: 0.2891145478185521\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.13050564809892073\n", + " groundflux: NumPy array of shape (2208,), min: -567.3879814514983, max: 630.4291923151015\n", + " Ed: NumPy array of shape (2208,), min: 6.688473757248246, max: 36.43768138926879\n", + " Ew: NumPy array of shape (2208,), min: 5.698269208851566, max: 34.254967550855625\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 257.75970329810264, max: 288.6425829063746\n", + " rh: NumPy array of shape (2208,), min: 12.696222417402655, max: 99.01083616794048\n", + " wind: NumPy array of shape (2208,), min: 1.3816209852361172, max: 19.665701631920637\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002192837527618657\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.017196763285514\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1098.0983540038167\n", + " soilm: NumPy array of shape (2208,), min: 0.08123487135406336, max: 0.2891145478185521\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.13050564809892073\n", + " groundflux: NumPy array of shape (2208,), min: -371.4538968088854, max: 175.08427104525816\n", + " Ed: NumPy array of shape (2208,), min: 6.846956655649233, max: 35.02787931248264\n", + " Ew: NumPy array of shape (2208,), min: 5.802269874692681, max: 32.86839778156508\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 258.7093756474235, max: 288.4691849153017\n", + " rh: NumPy array of shape (2208,), min: 12.088877338197925, max: 99.18755075934271\n", + " wind: NumPy array of shape (2208,), min: 1.3020034726492429, max: 17.773644254408488\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015988316054965095\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 7.446742090133324\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67360.53935000731\n", + " soilm: NumPy array of shape (2208,), min: 0.08123487135406336, max: 0.3027203724657843\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.13050564809892073\n", + " groundflux: NumPy array of shape (2208,), min: 0.011582946062433595, max: 1.8688088028816792\n", + " Ed: NumPy array of shape (2208,), min: 6.8583295202248316, max: 35.564345509675555\n", + " Ew: NumPy array of shape (2208,), min: 5.838927795643483, max: 33.38992683402165\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 258.97413085408294, max: 289.1511440198446\n", + " rh: NumPy array of shape (2208,), min: 12.476721932759109, max: 98.61451209491494\n", + " wind: NumPy array of shape (2208,), min: 1.0105296838736024, max: 18.440573680813444\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024061447563731475\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.59967708623811\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67615.86115806072\n", + " soilm: NumPy array of shape (2208,), min: 0.08107657640113686, max: 0.305825505974453\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.13050564809892073\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9813439279841176\n", + " Ed: NumPy array of shape (2208,), min: 6.656367439196992, max: 34.468926083204025\n", + " Ew: NumPy array of shape (2208,), min: 5.586417918567744, max: 32.341942923226995\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.69516991986706, max: 289.0011984859353\n", + " rh: NumPy array of shape (2208,), min: 13.01687881140029, max: 99.08632618639957\n", + " wind: NumPy array of shape (2208,), min: 0.806648833788647, max: 18.941828450141635\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0026038246470829335\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.02514076423492\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66593.41649237607\n", + " soilm: NumPy array of shape (2208,), min: 0.08107657640113686, max: 0.3056143960176048\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1963426517842682\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.949630564463035\n", + " Ed: NumPy array of shape (2208,), min: 6.639515177858288, max: 34.89865985281428\n", + " Ew: NumPy array of shape (2208,), min: 5.629415135496392, max: 32.732831623217436\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.5089006436393, max: 288.6122191641169\n", + " rh: NumPy array of shape (2208,), min: 12.282881782828888, max: 99.53704897661731\n", + " wind: NumPy array of shape (2208,), min: 0.8073586856963063, max: 18.767506412208235\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0030329930207852983\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 15.122095088026978\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67005.14371679662\n", + " soilm: NumPy array of shape (2208,), min: 0.08072326214235434, max: 0.30899966406214097\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2121721152334718\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.9944305083367646\n", + " Ed: NumPy array of shape (2208,), min: 6.3850034269920775, max: 35.721403992765005\n", + " Ew: NumPy array of shape (2208,), min: 5.3967309188980614, max: 33.516606510980694\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT696_202403\n", + " loc\n", + " STID : TT696\n", + " lat : 38.23925\n", + " lon : -107.54033\n", + " elev : 9106\n", + " pixel_x : 607.944588945338\n", + " pixel_y : 523.1352441243183\n", + " RAWS\n", + " temp: NumPy array of shape (2207,), min: nan, max: nan\n", + " fm: NumPy array of shape (2207,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2207,), min: 98.552, max: 286.258\n", + " rh: NumPy array of shape (2207,), min: nan, max: nan\n", + " solar: NumPy array of shape (2207,), min: nan, max: nan\n", + " wind: NumPy array of shape (2207,), min: 0.0, max: 7.598\n", + " time_raws: NumPy array of shape (2207,), type object\n", + " hours : 2207\n", + " rain: NumPy array of shape (2207,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2207,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2207,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 259.84229422149684, max: 290.38779150438893\n", + " rh: NumPy array of shape (2208,), min: 7.927864250383297, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.1646899213903376, max: 14.55781957879026\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1094.2150771939746\n", + " soilm: NumPy array of shape (2208,), min: 0.050127751108704044, max: 0.269810978470161\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3062905189687223\n", + " groundflux: NumPy array of shape (2208,), min: -476.1167684314595, max: 498.07224896129355\n", + " Ed: NumPy array of shape (2208,), min: 5.21701427960396, max: 36.4583236773231\n", + " Ew: NumPy array of shape (2208,), min: 4.336740720288985, max: 34.2324543397284\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.5527723523925, max: 290.4928033312341\n", + " rh: NumPy array of shape (2208,), min: 9.828958349500894, max: 99.97223714532525\n", + " wind: NumPy array of shape (2208,), min: 0.5991383416006907, max: 15.638932409085363\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002204791694605476\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.008151638939549\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1096.2075831744091\n", + " soilm: NumPy array of shape (2208,), min: 0.050127751108704044, max: 0.269810978470161\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3062905189687223\n", + " groundflux: NumPy array of shape (2208,), min: -238.81899156675775, max: 214.51443516646611\n", + " Ed: NumPy array of shape (2208,), min: 5.65232478203529, max: 35.68422957446147\n", + " Ew: NumPy array of shape (2208,), min: 4.693084092791743, max: 33.43999995317682\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.24678033978824, max: 290.89264115962794\n", + " rh: NumPy array of shape (2208,), min: 9.123394583590944, max: 99.80766045750192\n", + " wind: NumPy array of shape (2208,), min: 0.6365443780130337, max: 13.140765622864128\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017921093537928182\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.074985813402268\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 67455.3899174335\n", + " soilm: NumPy array of shape (2208,), min: 0.050127751108704044, max: 0.28801227954934244\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3927661013825437\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8901370703848053\n", + " Ed: NumPy array of shape (2208,), min: 5.4263236005090025, max: 35.66196016227865\n", + " Ew: NumPy array of shape (2208,), min: 4.46845031264032, max: 33.43285646881824\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.02859541297295, max: 291.13542988879885\n", + " rh: NumPy array of shape (2208,), min: 8.932414113347866, max: 99.90982592601372\n", + " wind: NumPy array of shape (2208,), min: 0.46555730588590005, max: 13.42708595085282\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00263068499309704\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.112988815226977\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 65420.23576446329\n", + " soilm: NumPy array of shape (2208,), min: 0.050127751108704044, max: 0.27543828129936954\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3927661013825437\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.8602989094253697\n", + " Ed: NumPy array of shape (2208,), min: 5.215863502872366, max: 35.70719668920732\n", + " Ew: NumPy array of shape (2208,), min: 4.327358787300149, max: 33.46873414928706\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 258.9575710074958, max: 290.4254195799504\n", + " rh: NumPy array of shape (2208,), min: 8.389416658271033, max: 99.81290624832772\n", + " wind: NumPy array of shape (2208,), min: 0.6007316617308736, max: 12.99168987900754\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018110821740881806\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.58217241962987\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 66034.91203527318\n", + " soilm: NumPy array of shape (2208,), min: 0.050127751108704044, max: 0.27749549398924045\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3927661013825437\n", + " groundflux: NumPy array of shape (2208,), min: 0.010074939970460767, max: 1.8579704333422864\n", + " Ed: NumPy array of shape (2208,), min: 4.973127820758617, max: 35.81673390573809\n", + " Ew: NumPy array of shape (2208,), min: 4.12253812804871, max: 33.5975565419736\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.03787139505965, max: 290.65986107165753\n", + " rh: NumPy array of shape (2208,), min: 7.809676261593477, max: 99.64262462749842\n", + " wind: NumPy array of shape (2208,), min: 0.6060227379626894, max: 12.836963360661496\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018993432163489725\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.164042112433775\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69263.2116778425\n", + " soilm: NumPy array of shape (2208,), min: 0.050127751108704044, max: 0.27777755245817404\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3927661013825437\n", + " groundflux: NumPy array of shape (2208,), min: 0.010479170116739513, max: 1.9346021982519477\n", + " Ed: NumPy array of shape (2208,), min: 4.717967334659598, max: 36.140901029109116\n", + " Ew: NumPy array of shape (2208,), min: 3.89231203547566, max: 33.92670347776547\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "C3SKI_202403\n", + " loc\n", + " STID : C3SKI\n", + " lat : 40.22171\n", + " lon : -106.86308\n", + " elev : 9488\n", + " pixel_x : 635.0155743679259\n", + " pixel_y : 452.09751551370397\n", + " RAWS\n", + " temp: NumPy array of shape (2164,), min: nan, max: nan\n", + " fm: NumPy array of shape (2164,), min: nan, max: nan\n", + " rh: NumPy array of shape (2164,), min: nan, max: nan\n", + " soil_moisture: NumPy array of shape (2164,), min: 13.0, max: 42.1\n", + " soil_moisture_set_2: NumPy array of shape (2164,), min: 16.3, max: 41.1\n", + " soil_moisture_set_3: NumPy array of shape (2164,), min: 16.2, max: 38.0\n", + " soil_moisture_set_4: NumPy array of shape (2164,), min: 19.1, max: 39.6\n", + " soil_moisture_set_5: NumPy array of shape (2164,), min: 10.8, max: 36.0\n", + " soil_moisture_set_6: NumPy array of shape (2164,), min: 17.1, max: 26.1\n", + " solar: NumPy array of shape (2164,), min: nan, max: nan\n", + " wind: NumPy array of shape (2164,), min: 0.0, max: 6.441\n", + " time_raws: NumPy array of shape (2164,), type object\n", + " hours : 2164\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2164,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2164,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.0630629854232, max: 291.8100601811449\n", + " rh: NumPy array of shape (2208,), min: 13.308436344127825, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.09011198540494346, max: 10.174612470397456\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1072.8119178069023\n", + " soilm: NumPy array of shape (2208,), min: 0.04282393990573336, max: 0.31237070658371946\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10155743830591023\n", + " groundflux: NumPy array of shape (2208,), min: -556.0942190841982, max: 577.9342208014177\n", + " Ed: NumPy array of shape (2208,), min: 6.472771070511939, max: 37.37325547499092\n", + " Ew: NumPy array of shape (2208,), min: 5.442462115125499, max: 35.143245157155654\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 259.9489771571588, max: 292.13607286750124\n", + " rh: NumPy array of shape (2208,), min: 13.169323807941897, max: 99.8867326446202\n", + " wind: NumPy array of shape (2208,), min: 0.647718230952145, max: 11.350050895170261\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012553943778499219\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.6408356902257837\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1068.542052424843\n", + " soilm: NumPy array of shape (2208,), min: 0.04282393990573336, max: 0.31237070658371946\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10155743830591023\n", + " groundflux: NumPy array of shape (2208,), min: -445.9771697586851, max: 296.4830959830547\n", + " Ed: NumPy array of shape (2208,), min: 5.6264292286703546, max: 35.720111639669405\n", + " Ew: NumPy array of shape (2208,), min: 4.61157691078195, max: 33.50863974899441\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.08152031077714, max: 293.0787059379277\n", + " rh: NumPy array of shape (2208,), min: 12.515878520981854, max: 99.44775603131463\n", + " wind: NumPy array of shape (2208,), min: 0.4902609894836818, max: 12.83708184687853\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012726065270111905\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.900142119561879\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 70316.15263484762\n", + " soilm: NumPy array of shape (2208,), min: 0.04282393990573336, max: 0.30606780092581515\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10155743830591023\n", + " groundflux: NumPy array of shape (2208,), min: 0.01001518720103217, max: 1.8346243147026824\n", + " Ed: NumPy array of shape (2208,), min: 6.014126341056364, max: 35.333050776616766\n", + " Ew: NumPy array of shape (2208,), min: 4.952029162493008, max: 33.13612202735198\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.11905655828906, max: 292.9576628866351\n", + " rh: NumPy array of shape (2208,), min: 11.237752702722636, max: 99.87430034189875\n", + " wind: NumPy array of shape (2208,), min: 0.318294848269652, max: 13.287934332354665\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016881092852148402\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.381220299535764\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71167.90452843755\n", + " soilm: NumPy array of shape (2208,), min: 0.04282545865130009, max: 0.28411975190835975\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.10155743830591023\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5484932099265223\n", + " Ed: NumPy array of shape (2208,), min: 5.642785487583666, max: 35.63975235222928\n", + " Ew: NumPy array of shape (2208,), min: 4.68720109649709, max: 33.43077863774222\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.37189319339944, max: 292.75426800848544\n", + " rh: NumPy array of shape (2208,), min: 10.851618136004634, max: 99.98845182012903\n", + " wind: NumPy array of shape (2208,), min: 0.5496316685667537, max: 12.677419878257822\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015573845622575096\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.507140288750412\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 71012.93280537223\n", + " soilm: NumPy array of shape (2208,), min: 0.04282393990573336, max: 0.3033541226449113\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19040032571567964\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6424937234120531\n", + " Ed: NumPy array of shape (2208,), min: 5.52205210409753, max: 35.851687767872406\n", + " Ew: NumPy array of shape (2208,), min: 4.575740455765221, max: 33.60595360342322\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 258.96149966121567, max: 293.0082790846502\n", + " rh: NumPy array of shape (2208,), min: 9.87278187509601, max: 99.90553619792698\n", + " wind: NumPy array of shape (2208,), min: 0.4956182307583031, max: 12.981494094737414\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002406229628629483\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 11.898810788653275\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 68942.03239562252\n", + " soilm: NumPy array of shape (2208,), min: 0.04282393990573336, max: 0.28288146341122655\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.19040032571567964\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.6182105608031585\n", + " Ed: NumPy array of shape (2208,), min: 5.544750019222103, max: 35.769761606203296\n", + " Ew: NumPy array of shape (2208,), min: 4.555393223672759, max: 33.531694061679715\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT784_202403\n", + " loc\n", + " STID : TT784\n", + " lat : 38.91158\n", + " lon : -105.01736\n", + " elev : 9210\n", + " pixel_x : 683.0938513413389\n", + " pixel_y : 505.2925162073995\n", + " RAWS\n", + " temp: NumPy array of shape (843,), min: 272.039, max: 298.15\n", + " fm: NumPy array of shape (843,), min: 5.4, max: 26.9\n", + " precip_accum: NumPy array of shape (843,), min: 0.0, max: 78.74\n", + " rh: NumPy array of shape (843,), min: 7.0, max: 100.0\n", + " solar: NumPy array of shape (843,), min: 0.0, max: 1042.0\n", + " wind: NumPy array of shape (843,), min: 0.0, max: 8.493\n", + " time_raws: NumPy array of shape (843,), type object\n", + " hours : 843\n", + " rain: NumPy array of shape (843,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (843,), min: 3.3526660731030136, max: 35.759449716616714\n", + " Ew: NumPy array of shape (843,), min: 2.5643929507773247, max: 33.51264243601032\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 261.5055997875453, max: 295.61821259975665\n", + " rh: NumPy array of shape (2208,), min: 5.999460892254817, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.34841583722913383, max: 16.757841555866293\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1087.1058736100672\n", + " soilm: NumPy array of shape (2208,), min: 0.06358852303814953, max: 0.31068283100690763\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -301.6021715111718, max: 570.1287010776635\n", + " Ed: NumPy array of shape (2208,), min: 3.76865232493878, max: 36.29420220289734\n", + " Ew: NumPy array of shape (2208,), min: 2.917579883712495, max: 34.047905293189686\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 260.50876830389694, max: 293.73380422307304\n", + " rh: NumPy array of shape (2208,), min: 6.367380640507722, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8235920869290112, max: 18.062019692244434\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0017290340878416128\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.798825511482653\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1088.869410477558\n", + " soilm: NumPy array of shape (2208,), min: 0.062150744590546224, max: 0.31068283100690763\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -206.90992937555473, max: 235.24550855409024\n", + " Ed: NumPy array of shape (2208,), min: 4.5025030142203555, max: 36.29627663789276\n", + " Ew: NumPy array of shape (2208,), min: 3.7263837266477395, max: 34.05252718621326\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 261.3389464990296, max: 294.39646098314495\n", + " rh: NumPy array of shape (2208,), min: 6.187050850636632, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1071164834437817, max: 17.45235908119645\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.00211876145476981\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.30953356688534\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 74071.70379205965\n", + " soilm: NumPy array of shape (2208,), min: 0.061338004184833976, max: 0.31132392734871217\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.012925161785095125, max: 2.193147592324522\n", + " Ed: NumPy array of shape (2208,), min: 4.171888257664489, max: 36.26211139165177\n", + " Ew: NumPy array of shape (2208,), min: 3.424626065985905, max: 34.01657950297008\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 260.9942365777414, max: 295.25797154774494\n", + " rh: NumPy array of shape (2208,), min: 7.5909984098853895, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.1477518997267797, max: 17.812887701674363\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0019182355052325207\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.173656056325761\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 74268.0615216402\n", + " soilm: NumPy array of shape (2208,), min: 0.060724458596829116, max: 0.3110535080601197\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.013199692163237018, max: 2.299332955109714\n", + " Ed: NumPy array of shape (2208,), min: 4.363266231026266, max: 36.1910562773939\n", + " Ew: NumPy array of shape (2208,), min: 3.4418789112982395, max: 33.94552438871221\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 260.5199739125785, max: 295.4966375227507\n", + " rh: NumPy array of shape (2208,), min: 8.24473940201959, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 1.0059846615749526, max: 18.72525444438484\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023606339420087423\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.079196978120155\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 74088.4278711452\n", + " soilm: NumPy array of shape (2208,), min: 0.06097864810191629, max: 0.311351380033693\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.013199692163237018, max: 2.3682051109882116\n", + " Ed: NumPy array of shape (2208,), min: 4.409126597608692, max: 36.30268717078507\n", + " Ew: NumPy array of shape (2208,), min: 3.531348567042846, max: 34.0574101347678\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 260.8539290581283, max: 295.3445521598114\n", + " rh: NumPy array of shape (2208,), min: 8.444802751571647, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9024217982109513, max: 18.032591867955592\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001937602127592577\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 23.979134831573905\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 73671.70379205963\n", + " soilm: NumPy array of shape (2208,), min: 0.060790945141118664, max: 0.3114177794605759\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.013863675177506763, max: 2.1962605841734617\n", + " Ed: NumPy array of shape (2208,), min: 4.394001436665051, max: 36.34953159515659\n", + " Ew: NumPy array of shape (2208,), min: 3.5411026763584617, max: 34.10728441140466\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT787_202403\n", + " loc\n", + " STID : TT787\n", + " lat : 39.96447\n", + " lon : -105.26917\n", + " elev : 5966\n", + " pixel_x : 679.1469017956981\n", + " pixel_y : 465.79649676866524\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: nan, max: nan\n", + " fm: NumPy array of shape (2208,), min: nan, max: nan\n", + " precip_accum: NumPy array of shape (2208,), min: 58.928, max: 242.316\n", + " rh: NumPy array of shape (2208,), min: nan, max: nan\n", + " solar: NumPy array of shape (2208,), min: nan, max: nan\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 8.941\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: nan, max: nan\n", + " Ew: NumPy array of shape (2208,), min: nan, max: nan\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.6577326144587, max: 298.4275171450511\n", + " rh: NumPy array of shape (2208,), min: 5.4252821460949265, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.13682066138351417, max: 25.397962502408806\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1053.3418301279046\n", + " soilm: NumPy array of shape (2208,), min: 0.05563782483082137, max: 0.3235382454442138\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -276.64798468333396, max: 377.82520797366055\n", + " Ed: NumPy array of shape (2208,), min: 2.8855247387900826, max: 36.05662869754751\n", + " Ew: NumPy array of shape (2208,), min: 2.18046672149792, max: 33.81392710878809\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 262.67675577626096, max: 299.7507228129094\n", + " rh: NumPy array of shape (2208,), min: 6.744902340191412, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8082846450146397, max: 25.832171535652694\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016385319031606313\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.559056739881953\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1061.7701566815595\n", + " soilm: NumPy array of shape (2208,), min: 0.05563782483082137, max: 0.32494171380884257\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -264.6067984727751, max: 254.2236441481532\n", + " Ed: NumPy array of shape (2208,), min: 3.4468546519084153, max: 36.133725845787325\n", + " Ew: NumPy array of shape (2208,), min: 2.6704875410020663, max: 33.88691856518093\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.3919544437975, max: 300.38393341057304\n", + " rh: NumPy array of shape (2208,), min: 5.1957478747416435, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.9107192936091753, max: 20.168227527465834\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014497306430815019\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.41085600230117\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79192.33092528203\n", + " soilm: NumPy array of shape (2208,), min: 0.05563782483082137, max: 0.32580008844701175\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.7463606702241188\n", + " Ed: NumPy array of shape (2208,), min: 2.809578157029221, max: 35.787987362272425\n", + " Ew: NumPy array of shape (2208,), min: 2.1180660408335226, max: 33.55622299952768\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 262.9671465335639, max: 300.161949970977\n", + " rh: NumPy array of shape (2208,), min: 5.933421273576524, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7797426326365153, max: 19.3251011412978\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0020542745678282215\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.513993119959578\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79737.22231806257\n", + " soilm: NumPy array of shape (2208,), min: 0.05563782483082137, max: 0.3306302833581136\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.6630759317943822\n", + " Ed: NumPy array of shape (2208,), min: 3.03644870036216, max: 35.73748183637156\n", + " Ew: NumPy array of shape (2208,), min: 2.3027977707484135, max: 33.510765002529396\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 263.1059653017138, max: 301.32925767385996\n", + " rh: NumPy array of shape (2208,), min: 5.433520431249564, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6420751021603719, max: 18.280186828838378\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018173607839214875\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 17.184286832227194\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80251.09017179799\n", + " soilm: NumPy array of shape (2208,), min: 0.05563782483082137, max: 0.3333787419422601\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.6805865999548322\n", + " Ed: NumPy array of shape (2208,), min: 2.889768393276133, max: 35.76599988704512\n", + " Ew: NumPy array of shape (2208,), min: 2.1842318086381107, max: 33.51919260643873\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 262.47008649314944, max: 300.5038438531459\n", + " rh: NumPy array of shape (2208,), min: 5.865729671566237, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5807068690181343, max: 19.035680186232238\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022429190016718496\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 22.430105453648643\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 79901.58805970443\n", + " soilm: NumPy array of shape (2208,), min: 0.05563782483082137, max: 0.337028339089901\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482584, max: 1.758001391787936\n", + " Ed: NumPy array of shape (2208,), min: 3.079877964463072, max: 35.87480854285146\n", + " Ew: NumPy array of shape (2208,), min: 2.3499313968857347, max: 33.632883912804644\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT788_202403\n", + " loc\n", + " STID : TT788\n", + " lat : 40.07733\n", + " lon : -105.10181\n", + " elev : 5090\n", + " pixel_x : 684.2317007278303\n", + " pixel_y : 462.0226595617686\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 263.15, max: 302.039\n", + " fm: NumPy array of shape (2208,), min: 2.1, max: 27.3\n", + " precip_accum: NumPy array of shape (2208,), min: 50.038, max: 195.834\n", + " rh: NumPy array of shape (2208,), min: 6.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1039.0\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 16.987\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 3.1190753006891843, max: 35.95960768897717\n", + " Ew: NumPy array of shape (2208,), min: 2.3818107970447455, max: 33.712800408370775\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.1821973171705, max: 301.173831325745\n", + " rh: NumPy array of shape (2208,), min: 3.380503773043907, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.07849154874416245, max: 19.1762355943735\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1053.9947497630458\n", + " soilm: NumPy array of shape (2208,), min: 0.046752583859160445, max: 0.3249909050090754\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -235.19189219524824, max: 646.8278199376155\n", + " Ed: NumPy array of shape (2208,), min: 2.0177238519887166, max: 35.93136412258715\n", + " Ew: NumPy array of shape (2208,), min: 1.4512629510515103, max: 33.68455684198076\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 262.0670725001537, max: 302.44100511492076\n", + " rh: NumPy array of shape (2208,), min: 5.377013634355121, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.48698508311318284, max: 19.27781968740014\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001906607725127418\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 5.334466466190749\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1057.005250236954\n", + " soilm: NumPy array of shape (2208,), min: 0.046979033965357915, max: 0.3250135642791111\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -198.0836815875274, max: 244.75560543521084\n", + " Ed: NumPy array of shape (2208,), min: 3.4521139290432696, max: 35.99109141112908\n", + " Ew: NumPy array of shape (2208,), min: 2.5766363334289615, max: 33.74428413052268\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 262.14494963151833, max: 302.38170951438275\n", + " rh: NumPy array of shape (2208,), min: 5.823695264615903, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5093677639961243, max: 17.903398727781656\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018191517955842044\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 9.529849873273179\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 84731.5398290417\n", + " soilm: NumPy array of shape (2208,), min: 0.046979033965357915, max: 0.3308219184562188\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5956821204997658\n", + " Ed: NumPy array of shape (2208,), min: 2.851499879118717, max: 35.93951212937118\n", + " Ew: NumPy array of shape (2208,), min: 2.122994889267863, max: 33.69270484876479\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 263.09408638111796, max: 302.9195000953481\n", + " rh: NumPy array of shape (2208,), min: 4.1841497715779346, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4610660566426582, max: 17.980000114572235\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0012554007873227012\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.844595606379327\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 81331.5398290417\n", + " soilm: NumPy array of shape (2208,), min: 0.04774733193239272, max: 0.32719125330404336\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.559810475035482\n", + " Ed: NumPy array of shape (2208,), min: 2.2692755023142657, max: 35.63402119587169\n", + " Ew: NumPy array of shape (2208,), min: 1.6429816543999076, max: 33.39559609093309\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 262.80013564439906, max: 303.0838378860037\n", + " rh: NumPy array of shape (2208,), min: 4.847383849246572, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.44982896683339313, max: 17.5382882826876\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016048878219011126\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.547511507105819\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 81231.01480534629\n", + " soilm: NumPy array of shape (2208,), min: 0.047752582179986736, max: 0.33134273533039393\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.0009846310131251812, max: 1.4931384982630402\n", + " Ed: NumPy array of shape (2208,), min: 2.481094428128719, max: 35.6151655929865\n", + " Ew: NumPy array of shape (2208,), min: 1.810967472814719, max: 33.37531250028167\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 263.4857205375515, max: 303.25231745311277\n", + " rh: NumPy array of shape (2208,), min: 4.998780906514945, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4363041981661102, max: 16.77266149988796\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0023468487889259947\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.12141285233609\n", + " solar: NumPy array of shape (2208,), min: 9998.999999999998, max: 83555.92581061079\n", + " soilm: NumPy array of shape (2208,), min: 0.047752582179986736, max: 0.34036870040555867\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.5165354903073474\n", + " Ed: NumPy array of shape (2208,), min: 2.5434751183448756, max: 35.46637293006476\n", + " Ew: NumPy array of shape (2208,), min: 1.8639268509946587, max: 33.21956564945837\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT789_202403\n", + " loc\n", + " STID : TT789\n", + " lat : 40.1748\n", + " lon : -105.30242\n", + " elev : 6730\n", + " pixel_x : 678.8657239723079\n", + " pixel_y : 457.9455575322742\n", + " RAWS\n", + " temp: NumPy array of shape (2208,), min: 262.039, max: 297.594\n", + " fm: NumPy array of shape (2208,), min: 5.0, max: 26.6\n", + " precip_accum: NumPy array of shape (2208,), min: 41.148, max: 204.216\n", + " rh: NumPy array of shape (2208,), min: 4.0, max: 100.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1029.0\n", + " wind: NumPy array of shape (2208,), min: 0.0, max: 10.731\n", + " time_raws: NumPy array of shape (2208,), type object\n", + " hours : 2208\n", + " rain: NumPy array of shape (2208,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (2208,), min: 2.774080341605557, max: 35.759449716616714\n", + " Ew: NumPy array of shape (2208,), min: 2.160780540805802, max: 33.51264243601032\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 263.64122095855123, max: 298.19433438732284\n", + " rh: NumPy array of shape (2208,), min: 4.473454675033967, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.14688388423077858, max: 25.835491021792755\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1058.5534999048305\n", + " soilm: NumPy array of shape (2208,), min: 0.05602004943720368, max: 0.3160034772332728\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -259.26171573924694, max: 330.18280919852697\n", + " Ed: NumPy array of shape (2208,), min: 3.123541059076539, max: 36.228591519220714\n", + " Ew: NumPy array of shape (2208,), min: 2.4475901498472536, max: 33.98659521588625\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 263.00359822695646, max: 299.66245403665414\n", + " rh: NumPy array of shape (2208,), min: 5.939975889114831, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6831112904078294, max: 25.824504685851977\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002005273636112048\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 6.096812341232948\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1058.166787540506\n", + " soilm: NumPy array of shape (2208,), min: 0.05602004943720368, max: 0.3180034775025156\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: -249.80614041650475, max: 271.0299407884207\n", + " Ed: NumPy array of shape (2208,), min: 3.984292163923955, max: 35.92588458811598\n", + " Ew: NumPy array of shape (2208,), min: 3.156636433792401, max: 33.69780167080987\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 261.91822237173744, max: 300.56001866610615\n", + " rh: NumPy array of shape (2208,), min: 5.153860935799054, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6954492266654556, max: 22.719374298434335\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0021128416250549764\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.165788653330026\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81334.75547802683\n", + " soilm: NumPy array of shape (2208,), min: 0.05602004943720368, max: 0.32375169224045675\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7679903303455997\n", + " Ed: NumPy array of shape (2208,), min: 3.192722309268321, max: 35.84831339371915\n", + " Ew: NumPy array of shape (2208,), min: 2.503727470037932, max: 33.605343513939545\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 262.76881488895356, max: 300.6831673309951\n", + " rh: NumPy array of shape (2208,), min: 6.451293801867965, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5690223249951707, max: 21.50804218232072\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.002945687996152017\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.28677894459548\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80655.59590327583\n", + " soilm: NumPy array of shape (2208,), min: 0.05602004943720368, max: 0.34302696806001187\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.721647441782089\n", + " Ed: NumPy array of shape (2208,), min: 3.7572322445425494, max: 35.84261807739311\n", + " Ew: NumPy array of shape (2208,), min: 2.8299769991764556, max: 33.60038521717724\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 261.4917863581796, max: 300.57791833172877\n", + " rh: NumPy array of shape (2208,), min: 5.379215251623928, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5888232942604874, max: 21.169186815203645\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0049615891829657855\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 19.049521033739506\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 80977.38045241105\n", + " soilm: NumPy array of shape (2208,), min: 0.05602004943720368, max: 0.34909517684922475\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7152625483321606\n", + " Ed: NumPy array of shape (2208,), min: 2.941713608097067, max: 35.79243610683119\n", + " Ew: NumPy array of shape (2208,), min: 2.239341207777619, max: 33.5456288262248\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 262.33605816827827, max: 301.60557859170876\n", + " rh: NumPy array of shape (2208,), min: 5.00064518007639, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.42061555517927096, max: 21.25305013889303\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015579280713623926\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 25.665243862620965\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 81276.81689374952\n", + " soilm: NumPy array of shape (2208,), min: 0.05602004943720368, max: 0.3313222326711147\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.5\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7976144158890093\n", + " Ed: NumPy array of shape (2208,), min: 2.732907683751853, max: 36.041774739870135\n", + " Ew: NumPy array of shape (2208,), min: 2.0532446483638753, max: 33.799947429445396\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT813_202403\n", + " loc\n", + " STID : TT813\n", + " lat : 43.91461\n", + " lon : -109.00789\n", + " elev : 7610\n", + " pixel_x : 591.7837730765845\n", + " pixel_y : 309.1198210112823\n", + " RAWS\n", + " temp: NumPy array of shape (1203,), min: 262.594, max: 294.26099999999997\n", + " fm: NumPy array of shape (1203,), min: 5.2, max: 26.7\n", + " precip_accum: NumPy array of shape (1203,), min: 0.0, max: 81.788\n", + " rh: NumPy array of shape (1203,), min: 12.0, max: 100.0\n", + " solar: NumPy array of shape (1203,), min: 0.0, max: 1071.0\n", + " wind: NumPy array of shape (1203,), min: 0.0, max: 10.731\n", + " time_raws: NumPy array of shape (1203,), type object\n", + " hours : 1203\n", + " rain: NumPy array of shape (1203,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (1203,), min: 5.667610420938559, max: 36.35956363734494\n", + " Ew: NumPy array of shape (1203,), min: 4.687924430055096, max: 34.112756356738544\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 255.25469893690337, max: 292.93946161043715\n", + " rh: NumPy array of shape (2208,), min: 11.39252213971579, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.15263536771749292, max: 15.138638532237604\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1049.0411798236858\n", + " soilm: NumPy array of shape (2208,), min: 0.0504817786531334, max: 0.2760683831179875\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1093912498952742\n", + " groundflux: NumPy array of shape (2208,), min: -272.1348011829657, max: 743.2958266980423\n", + " Ed: NumPy array of shape (2208,), min: 5.99420368246808, max: 36.71479088398097\n", + " Ew: NumPy array of shape (2208,), min: 5.0336074452442725, max: 34.48872086359528\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 254.84958279474296, max: 293.3137268858178\n", + " rh: NumPy array of shape (2208,), min: 10.95975700786167, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6491766816985551, max: 16.88126958763576\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0016348825067210517\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.7928936348854982\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1044.3513192297535\n", + " soilm: NumPy array of shape (2208,), min: 0.0504817786531334, max: 0.2778780421964036\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1093912498952742\n", + " groundflux: NumPy array of shape (2208,), min: -238.02717434865409, max: 211.35753242824455\n", + " Ed: NumPy array of shape (2208,), min: 5.772699815038231, max: 36.43931064974659\n", + " Ew: NumPy array of shape (2208,), min: 4.7689597100616945, max: 34.1925033691402\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 255.03290374025642, max: 293.52536559729214\n", + " rh: NumPy array of shape (2208,), min: 11.739412538060972, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6781422022238037, max: 18.164165444002855\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0015291103995248839\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.159318952315306\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74666.96024399146\n", + " soilm: NumPy array of shape (2208,), min: 0.050601599907239905, max: 0.2842664273871883\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2877685653516104\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.7496153114983621\n", + " Ed: NumPy array of shape (2208,), min: 5.61918616765853, max: 36.09825327264429\n", + " Ew: NumPy array of shape (2208,), min: 4.592908182657594, max: 33.860999125442945\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 255.71403239186105, max: 293.6790942817351\n", + " rh: NumPy array of shape (2208,), min: 11.390757719563025, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7179839364698894, max: 16.842338017815454\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0013039349947114051\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.60466718986707\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74766.96024399145\n", + " soilm: NumPy array of shape (2208,), min: 0.050601599907239905, max: 0.2904709531501379\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2997506661517171\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.633333091008144\n", + " Ed: NumPy array of shape (2208,), min: 5.267468200134806, max: 36.159917289938896\n", + " Ew: NumPy array of shape (2208,), min: 4.26955635381777, max: 33.923526438007876\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 256.83576363014583, max: 293.88469765638627\n", + " rh: NumPy array of shape (2208,), min: 11.834302526021538, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.4966393898219323, max: 15.41820015726576\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014555079005687493\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.270353129917451\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74766.96024399145\n", + " soilm: NumPy array of shape (2208,), min: 0.050601599907239905, max: 0.2908213393787482\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.36873672143305525\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.649324152098262\n", + " Ed: NumPy array of shape (2208,), min: 5.416608413281282, max: 36.13732244070598\n", + " Ew: NumPy array of shape (2208,), min: 4.433678675183448, max: 33.90437628006067\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 256.245603061844, max: 294.0019512943932\n", + " rh: NumPy array of shape (2208,), min: 10.126280826356663, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.8624293720027102, max: 17.254686722940683\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0022619104779417177\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 14.825803304856828\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74776.35149225667\n", + " soilm: NumPy array of shape (2208,), min: 0.05160160077843849, max: 0.30228337553725637\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.36873672143305525\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.812799702014508\n", + " Ed: NumPy array of shape (2208,), min: 5.111696976078042, max: 36.31466532720521\n", + " Ew: NumPy array of shape (2208,), min: 4.17490869495144, max: 34.06785804659882\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT815_202403\n", + " loc\n", + " STID : TT815\n", + " lat : 37.4995\n", + " lon : -108.35903\n", + " elev : 7975\n", + " pixel_x : 581.035200622652\n", + " pixel_y : 547.6659531249063\n", + " RAWS\n", + " temp: NumPy array of shape (614,), min: 269.26099999999997, max: 298.15\n", + " fm: NumPy array of shape (614,), min: 4.9, max: 15.7\n", + " precip_accum: NumPy array of shape (614,), min: 0.0, max: 11.176\n", + " rh: NumPy array of shape (614,), min: 8.0, max: 100.0\n", + " solar: NumPy array of shape (614,), min: 0.0, max: 1044.0\n", + " wind: NumPy array of shape (614,), min: 0.0, max: 5.366\n", + " time_raws: NumPy array of shape (614,), type object\n", + " hours : 614\n", + " rain: NumPy array of shape (614,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (614,), min: 3.8498040831048517, max: 36.2594846511647\n", + " Ew: NumPy array of shape (614,), min: 2.97441579520283, max: 34.01267737055831\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 265.57819777702156, max: 296.43223423790215\n", + " rh: NumPy array of shape (2208,), min: 7.426984724346618, max: 99.93574986436899\n", + " wind: NumPy array of shape (2208,), min: 0.1199116752591445, max: 13.320154624631744\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1087.9882413420016\n", + " soilm: NumPy array of shape (2208,), min: 0.05011758734431467, max: 0.18429945080045257\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16425111847278578\n", + " groundflux: NumPy array of shape (2208,), min: -180.35275973994803, max: 245.69969289667378\n", + " Ed: NumPy array of shape (2208,), min: 3.6566390479352955, max: 35.905358444585474\n", + " Ew: NumPy array of shape (2208,), min: 2.8145897376237317, max: 33.664505030990185\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 265.5278060589024, max: 295.78289779958175\n", + " rh: NumPy array of shape (2208,), min: 6.507795556846222, max: 99.43243130390279\n", + " wind: NumPy array of shape (2208,), min: 0.7897335888488138, max: 14.352481708105104\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001825943886650827\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.74573007845021\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1088.9999999999998\n", + " soilm: NumPy array of shape (2208,), min: 0.05011758734431467, max: 0.18429945080045257\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.16425111847278578\n", + " groundflux: NumPy array of shape (2208,), min: -155.13467327642635, max: 165.27366610921973\n", + " Ed: NumPy array of shape (2208,), min: 3.181440939989268, max: 35.36653123266487\n", + " Ew: NumPy array of shape (2208,), min: 2.417542339105338, max: 33.17094547533945\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 265.58032653181465, max: 296.2577807111996\n", + " rh: NumPy array of shape (2208,), min: 6.367260079410141, max: 99.5667482508467\n", + " wind: NumPy array of shape (2208,), min: 0.7548422456812859, max: 12.84541578881565\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001528509724734281\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.009249779368412\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 69322.04354639402\n", + " soilm: NumPy array of shape (2208,), min: 0.05011758734431467, max: 0.22337559251401937\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.1988241371628838\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.8688361096873982\n", + " Ed: NumPy array of shape (2208,), min: 3.5823004729382126, max: 35.358361033489274\n", + " Ew: NumPy array of shape (2208,), min: 2.7589307054485745, max: 33.168909570425896\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 265.4445527444926, max: 295.8951100465036\n", + " rh: NumPy array of shape (2208,), min: 7.168733138197062, max: 99.7279375700851\n", + " wind: NumPy array of shape (2208,), min: 0.7147353303163074, max: 12.95905887812774\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0009757806280017918\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.258895421442933\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74642.06387316437\n", + " soilm: NumPy array of shape (2208,), min: 0.05011758734431467, max: 0.24230761051516853\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2642511247499831\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.8644703356151793\n", + " Ed: NumPy array of shape (2208,), min: 3.3945240754175248, max: 35.3802819395259\n", + " Ew: NumPy array of shape (2208,), min: 2.5981948152730703, max: 33.158411355368926\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 265.2517290816843, max: 296.06929379663865\n", + " rh: NumPy array of shape (2208,), min: 6.531710490915299, max: 99.99529651885841\n", + " wind: NumPy array of shape (2208,), min: 0.6137047352054814, max: 12.554182314095947\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.001397655754868891\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.459397295994425\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 74280.03833027875\n", + " soilm: NumPy array of shape (2208,), min: 0.05011758734431467, max: 0.22252006229430396\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.2665953214249481\n", + " groundflux: NumPy array of shape (2208,), min: 0.00999999977648258, max: 1.9315687249057112\n", + " Ed: NumPy array of shape (2208,), min: 3.414772460496268, max: 35.73179616781577\n", + " Ew: NumPy array of shape (2208,), min: 2.6218083200939515, max: 33.48542611682765\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 265.19890065970003, max: 296.1330891898556\n", + " rh: NumPy array of shape (2208,), min: 5.758710016198765, max: 99.99529651885841\n", + " wind: NumPy array of shape (2208,), min: 0.5555917173223263, max: 12.832218327534491\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0014217741217468975\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 10.459397295994425\n", + " solar: NumPy array of shape (2208,), min: 9999.0, max: 72141.10911786558\n", + " soilm: NumPy array of shape (2208,), min: 0.05011758734431467, max: 0.22048763165748872\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.3000000119209289\n", + " groundflux: NumPy array of shape (2208,), min: 0.010352005995135046, max: 1.9481320628260599\n", + " Ed: NumPy array of shape (2208,), min: 3.3491441970013995, max: 35.8409940067201\n", + " Ew: NumPy array of shape (2208,), min: 2.559115682797457, max: 33.60014059312481\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + "TT816_202403\n", + " loc\n", + " STID : TT816\n", + " lat : 44.0475\n", + " lon : -104.43689\n", + " elev : 4449\n", + " pixel_x : 714.1436058100198\n", + " pixel_y : 316.44915517814695\n", + " RAWS\n", + " temp: NumPy array of shape (617,), min: 260.37199999999996, max: 291.48299999999995\n", + " fm: NumPy array of shape (617,), min: 5.6, max: 19.1\n", + " precip_accum: NumPy array of shape (617,), min: 0.0, max: 1.27\n", + " rh: NumPy array of shape (617,), min: 10.0, max: 99.0\n", + " wind: NumPy array of shape (617,), min: 0.0, max: 9.389\n", + " time_raws: NumPy array of shape (617,), type object\n", + " hours : 617\n", + " rain: NumPy array of shape (617,), min: nan, max: nan\n", + " time: NumPy array of shape (2208,), type object\n", + " Ed: NumPy array of shape (617,), min: 4.822350788611567, max: 34.57019517805806\n", + " Ew: NumPy array of shape (617,), min: 3.909216783588627, max: 32.4116205147096\n", + " HRRR\n", + " time: NumPy array of shape (2208,), type object\n", + " f00\n", + " temp: NumPy array of shape (2208,), min: 257.9139164805952, max: 300.06545348624894\n", + " rh: NumPy array of shape (2208,), min: 10.328296355968472, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.1338748482033492, max: 14.516937895437659\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 0.0\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1005.3846538849646\n", + " soilm: NumPy array of shape (2208,), min: 0.05275895400102559, max: 0.3246676353340253\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.37918929591951217\n", + " groundflux: NumPy array of shape (2208,), min: -204.7174030501561, max: 189.9575262121879\n", + " Ed: NumPy array of shape (2208,), min: 4.925672226784623, max: 35.908514166857174\n", + " Ew: NumPy array of shape (2208,), min: 3.8939503821096677, max: 33.66830182089869\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f01\n", + " temp: NumPy array of shape (2208,), min: 258.65988140067554, max: 300.2396173046083\n", + " rh: NumPy array of shape (2208,), min: 8.83883896387834, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6090798325607051, max: 17.19798093703722\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.004060330507194202\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 3.9389731797323835\n", + " solar: NumPy array of shape (2208,), min: 0.0, max: 1005.3700506613096\n", + " soilm: NumPy array of shape (2208,), min: 0.05275895400102559, max: 0.3261167852407417\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.37918929591951217\n", + " groundflux: NumPy array of shape (2208,), min: -189.99999999999997, max: 160.74857138056228\n", + " Ed: NumPy array of shape (2208,), min: 4.477089962549715, max: 35.77938006199561\n", + " Ew: NumPy array of shape (2208,), min: 3.5001365843793635, max: 33.54052631383927\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f02\n", + " temp: NumPy array of shape (2208,), min: 259.1337536419754, max: 300.1671340833206\n", + " rh: NumPy array of shape (2208,), min: 9.767984809428125, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.7416397549189158, max: 16.88599645693903\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0024899670351108748\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 8.60995336146511\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 83874.10946139766\n", + " soilm: NumPy array of shape (2208,), min: 0.05275895400102559, max: 0.32822594972293867\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.37918929591951217\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2451790430987326\n", + " Ed: NumPy array of shape (2208,), min: 4.6691077365929194, max: 35.82575508554673\n", + " Ew: NumPy array of shape (2208,), min: 3.657730670303597, max: 33.583114176422725\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f03\n", + " temp: NumPy array of shape (2208,), min: 259.76075278405034, max: 300.5504227602021\n", + " rh: NumPy array of shape (2208,), min: 9.975470886381176, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.5360763890895329, max: 16.77744749984775\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0027481194698178186\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 12.665776422022795\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 83162.84231254537\n", + " soilm: NumPy array of shape (2208,), min: 0.05275895400102559, max: 0.33034001613834957\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.37918929591951217\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2891911111731034\n", + " Ed: NumPy array of shape (2208,), min: 4.657649736648211, max: 35.77764792212017\n", + " Ew: NumPy array of shape (2208,), min: 3.6654714629939997, max: 33.53377785420412\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f04\n", + " temp: NumPy array of shape (2208,), min: 259.55558280317297, max: 300.9450616405458\n", + " rh: NumPy array of shape (2208,), min: 10.175470695646311, max: 99.98417933804033\n", + " wind: NumPy array of shape (2208,), min: 0.6081408163036184, max: 16.5707729536204\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0018290978128299024\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 13.774217215410903\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 83804.61836126253\n", + " soilm: NumPy array of shape (2208,), min: 0.05275895400102559, max: 0.327770827064123\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.41765468212325196\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2554048846152874\n", + " Ed: NumPy array of shape (2208,), min: 4.520177878072143, max: 35.809409471333524\n", + " Ew: NumPy array of shape (2208,), min: 3.5508734019915584, max: 33.5640719962345\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n", + " f05\n", + " temp: NumPy array of shape (2208,), min: 259.156272276803, max: 300.3818591823107\n", + " rh: NumPy array of shape (2208,), min: 9.530555128810493, max: 100.0\n", + " wind: NumPy array of shape (2208,), min: 0.6610551095212238, max: 17.007465585918627\n", + " rain: NumPy array of shape (2208,), min: 0.0, max: 0.0033272493889827397\n", + " precip_accum: NumPy array of shape (2208,), min: 0.0, max: 16.014399609589965\n", + " solar: NumPy array of shape (2208,), min: 9999.000000000002, max: 83095.55967464318\n", + " soilm: NumPy array of shape (2208,), min: 0.052143607173928935, max: 0.34542411940344053\n", + " canopyw: NumPy array of shape (2208,), min: 0.0, max: 0.41765468212325196\n", + " groundflux: NumPy array of shape (2208,), min: 0.009999999776482582, max: 1.2682345147925715\n", + " Ed: NumPy array of shape (2208,), min: 4.127190822419009, max: 35.79928793381523\n", + " Ew: NumPy array of shape (2208,), min: 3.198495232452016, max: 33.55664702469122\n", + " descr : Source: HRRR data from 3d pressure model, linear grid interpolated to RAWS location\n" + ] + } + ], + "source": [ + "dat = read_pkl(f\"data/{filename}\")\n", + "print_dict_summary(dat)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "f9b9dafc-1020-4973-84e4-321a903441b1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Bandhrrr_namedict_namedescr
0616TMPtemp2m Temperature [K]
1620RHrh2m Relative Humidity [%]
2624WINDwind10m Wind Speed [m/s]surface Precip. Rate [kg/m...
3628PRATErainsurface Total Precipitation [kg/m^2]
4629APCPprecip_accumsurface Downward Short-Wave Radiation Flux [W/...
5661DSWRFsolarsurface Total Precipitation [kg/m^2]
6561SOILWsoilm0.0m below ground Volumetric Soil Moisture Con...
7612CNWATcanopywPlant Canopy Surface Water [kg/m^2]
8643GFLUXgroundfluxsurface Ground Heat Flux [W/m^2]
\n", + "
" + ], + "text/plain": [ + " Band hrrr_name dict_name \\\n", + "0 616 TMP temp \n", + "1 620 RH rh \n", + "2 624 WIND wind \n", + "3 628 PRATE rain \n", + "4 629 APCP precip_accum \n", + "5 661 DSWRF solar \n", + "6 561 SOILW soilm \n", + "7 612 CNWAT canopyw \n", + "8 643 GFLUX groundflux \n", + "\n", + " descr \n", + "0 2m Temperature [K] \n", + "1 2m Relative Humidity [%] \n", + "2 10m Wind Speed [m/s]surface Precip. Rate [kg/m... \n", + "3 surface Total Precipitation [kg/m^2] \n", + "4 surface Downward Short-Wave Radiation Flux [W/... \n", + "5 surface Total Precipitation [kg/m^2] \n", + "6 0.0m below ground Volumetric Soil Moisture Con... \n", + "7 Plant Canopy Surface Water [kg/m^2] \n", + "8 surface Ground Heat Flux [W/m^2] " + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "band_df_hrrr = pd.DataFrame({\n", + " 'Band': [616, 620, 624, 628, 629, 661, 561, 612, 643],\n", + " 'hrrr_name': ['TMP', 'RH', \"WIND\", 'PRATE', 'APCP',\n", + " 'DSWRF', 'SOILW', 'CNWAT', 'GFLUX'],\n", + " 'dict_name': [\"temp\", \"rh\", \"wind\", \"rain\", \"precip_accum\",\n", + " \"solar\", \"soilm\", \"canopyw\", \"groundflux\"],\n", + " 'descr': ['2m Temperature [K]', \n", + " '2m Relative Humidity [%]', \n", + " '10m Wind Speed [m/s]'\n", + " 'surface Precip. Rate [kg/m^2/s]',\n", + " 'surface Total Precipitation [kg/m^2]',\n", + " 'surface Downward Short-Wave Radiation Flux [W/m^2]',\n", + " 'surface Total Precipitation [kg/m^2]',\n", + " '0.0m below ground Volumetric Soil Moisture Content [Fraction]',\n", + " 'Plant Canopy Surface Water [kg/m^2]',\n", + " 'surface Ground Heat Flux [W/m^2]']\n", + "})\n", + "\n", + "band_df_hrrr" + ] + }, + { + "cell_type": "markdown", + "id": "191d9cb9-bbbd-4a7d-8413-8b508e7be052", + "metadata": {}, + "source": [ + "## Formatting Data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "61ed37a2-7fe1-464e-8b4f-13dfad131311", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d8fb4171-d6d5-484c-890b-cc60ec70de69", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "69b31fc6-f8c6-4d9d-94f8-ebc5e0c8cbb1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a1cbfeff-0560-4bbc-beab-801e9dbc8ef5", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} -- 2.11.4.GIT