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    "**Brian Blaylock**  \n",
    "*July 20, 2021*\n",
    "\n",
    "# HRRR Data\n",
    "\n",
    "This tutorial shows you how to download HRRR data from Amazon (and other sources) with the Herbie Python package."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from herbie.archive import Herbie\n",
    "from toolbox.cartopy_tools import common_features, pc\n",
    "from paint.standard2 import cm_tmp\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "✅ Found ┊ model=hrrr ┊ \u001b[3mproduct=sfc\u001b[0m ┊ \u001b[38;2;41;130;13m2021-Jul-19 00:00 UTC\u001b[92m F00\u001b[0m ┊ \u001b[38;2;255;153;0m\u001b[3mGRIB2 @ aws\u001b[0m ┊ \u001b[38;2;255;153;0m\u001b[3mIDX @ aws\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "H = Herbie(\"2021-07-19\", model=\"hrrr\", product=\"sfc\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "👨🏻‍🏭 Created directory: [C:\\Users\\blayl_depgywe\\data\\hrrr\\20210719]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\blayl_depgywe\\BB_python\\Herbie\\herbie\\archive.py:980: UserWarning: sorry, on windows I couldn't remove the file.\n",
      "  warnings.warn(\"sorry, on windows I couldn't remove the file.\")\n"
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:              (y: 1059, x: 1799)\n",
       "Coordinates:\n",
       "    time                 datetime64[ns] 2021-07-19\n",
       "    step                 timedelta64[ns] 00:00:00\n",
       "    heightAboveGround    float64 2.0\n",
       "    latitude             (y, x) float64 21.14 21.15 21.15 ... 47.86 47.85 47.84\n",
       "    longitude            (y, x) float64 237.3 237.3 237.3 ... 299.0 299.0 299.1\n",
       "    valid_time           datetime64[ns] 2021-07-19\n",
       "Dimensions without coordinates: y, x\n",
       "Data variables:\n",
       "    t2m                  (y, x) float32 295.3 295.3 295.3 ... 287.8 287.7 287.6\n",
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       "    GRIB_subCentre:          0\n",
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       "    institution:             US National Weather Service - NCEP\n",
       "    model:                   hrrr\n",
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       "    remote_grib:             https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr....\n",
       "    local_grib:              C:\\Users\\blayl_depgywe\\data\\hrrr\\20210719\\subset...\n",
       "    searchString:            TMP:2 m above</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-07124cf8-beab-417b-9e9e-d86299be9d81' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-07124cf8-beab-417b-9e9e-d86299be9d81' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>y</span>: 1059</li><li><span>x</span>: 1799</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-a0afd9a2-666f-4b62-b038-c81e0ac21a59' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a0afd9a2-666f-4b62-b038-c81e0ac21a59' class='xr-section-summary' >Coordinates: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>time</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2021-07-19</div><input id='attrs-287d8c6c-3901-45ef-98a7-2203fad96f0c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-287d8c6c-3901-45ef-98a7-2203fad96f0c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d254da76-1c60-4a5c-965e-cd40f5288ddf' class='xr-var-data-in' type='checkbox'><label for='data-d254da76-1c60-4a5c-965e-cd40f5288ddf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>initial time of forecast</dd><dt><span>standard_name :</span></dt><dd>forecast_reference_time</dd></dl></div><div class='xr-var-data'><pre>array(&#x27;2021-07-19T00:00:00.000000000&#x27;, dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>step</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>00:00:00</div><input id='attrs-b93bbaa2-1c5f-4056-888e-13b0f52298d5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b93bbaa2-1c5f-4056-888e-13b0f52298d5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cbb759a8-0e60-4b15-a6aa-ae0882ba53b6' class='xr-var-data-in' type='checkbox'><label for='data-cbb759a8-0e60-4b15-a6aa-ae0882ba53b6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>time since forecast_reference_time</dd><dt><span>standard_name :</span></dt><dd>forecast_period</dd></dl></div><div class='xr-var-data'><pre>array(0, dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>heightAboveGround</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.0</div><input id='attrs-31f67acf-7d8e-4d89-8995-346432342888' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-31f67acf-7d8e-4d89-8995-346432342888' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e48da5d0-46b9-41b0-864e-c05eb5791c0f' class='xr-var-data-in' type='checkbox'><label for='data-e48da5d0-46b9-41b0-864e-c05eb5791c0f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>height above the surface</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>positive :</span></dt><dd>up</dd><dt><span>standard_name :</span></dt><dd>height</dd></dl></div><div class='xr-var-data'><pre>array(2.)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>latitude</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>21.14 21.15 21.15 ... 47.85 47.84</div><input id='attrs-dc892cda-034f-4a59-9e64-af511d953a36' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc892cda-034f-4a59-9e64-af511d953a36' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ca27703-275b-4266-a005-da8505c0bb29' class='xr-var-data-in' type='checkbox'><label for='data-9ca27703-275b-4266-a005-da8505c0bb29' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([[21.138123  , 21.14511004, 21.1520901 , ..., 21.1545089 ,\n",
       "        21.14753125, 21.14054663],\n",
       "       [21.16299459, 21.1699845 , 21.17696744, ..., 21.17938723,\n",
       "        21.1724067 , 21.16541921],\n",
       "       [21.18786863, 21.19486142, 21.20184723, ..., 21.20426802,\n",
       "        21.19728462, 21.19029425],\n",
       "       ...,\n",
       "       [47.78955926, 47.799849  , 47.81012868, ..., 47.81369093,\n",
       "        47.80341474, 47.79312849],\n",
       "       [47.81409316, 47.82438621, 47.8346692 , ..., 47.83823259,\n",
       "        47.8279531 , 47.81766354],\n",
       "       [47.8386235 , 47.84891986, 47.85920615, ..., 47.86277069,\n",
       "        47.85248789, 47.84219502]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>237.3 237.3 237.3 ... 299.0 299.1</div><input id='attrs-d4346fb1-e03d-4547-857a-73ae3b3f79e8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d4346fb1-e03d-4547-857a-73ae3b3f79e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c927fa01-54b8-4145-a02a-ee6c1eef4749' class='xr-var-data-in' type='checkbox'><label for='data-c927fa01-54b8-4145-a02a-ee6c1eef4749' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([[237.280472  , 237.30713868, 237.3338097 , ..., 287.6569408 ,\n",
       "        287.68361332, 287.71028151],\n",
       "       [237.27297501, 237.29964881, 237.32632695, ..., 287.66442108,\n",
       "        287.69110073, 287.71777603],\n",
       "       [237.26547368, 237.2921546 , 237.31883986, ..., 287.6719057 ,\n",
       "        287.69859247, 287.7252749 ],\n",
       "       ...,\n",
       "       [225.9351904 , 225.97171577, 226.00825329, ..., 298.97907406,\n",
       "        299.0156158 , 299.05214538],\n",
       "       [225.91986142, 225.95639874, 225.99294822, ..., 298.99437498,\n",
       "        299.03092868, 299.06747022],\n",
       "       [225.90452027, 225.94106954, 225.97763099, ..., 299.00968806,\n",
       "        299.04625373, 299.08280723]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>valid_time</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2021-07-19</div><input id='attrs-8d19fb27-f75b-4d3b-b617-244a65422848' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d19fb27-f75b-4d3b-b617-244a65422848' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f76c0b49-2c6a-4a93-b303-2209dacb0380' class='xr-var-data-in' type='checkbox'><label for='data-f76c0b49-2c6a-4a93-b303-2209dacb0380' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>long_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array(&#x27;2021-07-19T00:00:00.000000000&#x27;, dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-32b16ddf-5ee9-4a4e-84d2-9d76822a83c8' class='xr-section-summary-in' type='checkbox'  checked><label for='section-32b16ddf-5ee9-4a4e-84d2-9d76822a83c8' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>t2m</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>295.3 295.3 295.3 ... 287.7 287.6</div><input id='attrs-aaa1555b-419a-417f-aa7e-4a7bb08ac25d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aaa1555b-419a-417f-aa7e-4a7bb08ac25d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-54feed1c-2599-4c7d-9169-66f518f73407' class='xr-var-data-in' type='checkbox'><label for='data-54feed1c-2599-4c7d-9169-66f518f73407' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>GRIB_paramId :</span></dt><dd>167</dd><dt><span>GRIB_dataType :</span></dt><dd>fc</dd><dt><span>GRIB_numberOfPoints :</span></dt><dd>1905141</dd><dt><span>GRIB_typeOfLevel :</span></dt><dd>heightAboveGround</dd><dt><span>GRIB_stepUnits :</span></dt><dd>1</dd><dt><span>GRIB_stepType :</span></dt><dd>instant</dd><dt><span>GRIB_gridType :</span></dt><dd>lambert</dd><dt><span>GRIB_DxInMetres :</span></dt><dd>3000.0</dd><dt><span>GRIB_DyInMetres :</span></dt><dd>3000.0</dd><dt><span>GRIB_LaDInDegrees :</span></dt><dd>38.5</dd><dt><span>GRIB_Latin1InDegrees :</span></dt><dd>38.5</dd><dt><span>GRIB_Latin2InDegrees :</span></dt><dd>38.5</dd><dt><span>GRIB_LoVInDegrees :</span></dt><dd>262.5</dd><dt><span>GRIB_NV :</span></dt><dd>0</dd><dt><span>GRIB_Nx :</span></dt><dd>1799</dd><dt><span>GRIB_Ny :</span></dt><dd>1059</dd><dt><span>GRIB_cfName :</span></dt><dd>air_temperature</dd><dt><span>GRIB_cfVarName :</span></dt><dd>t2m</dd><dt><span>GRIB_gridDefinitionDescription :</span></dt><dd>Lambert Conformal can be secant or tangent, conical or bipolar</dd><dt><span>GRIB_iScansNegatively :</span></dt><dd>0</dd><dt><span>GRIB_jPointsAreConsecutive :</span></dt><dd>0</dd><dt><span>GRIB_jScansPositively :</span></dt><dd>1</dd><dt><span>GRIB_latitudeOfFirstGridPointInDegrees :</span></dt><dd>21.138123</dd><dt><span>GRIB_latitudeOfSouthernPoleInDegrees :</span></dt><dd>0.0</dd><dt><span>GRIB_longitudeOfFirstGridPointInDegrees :</span></dt><dd>237.280472</dd><dt><span>GRIB_longitudeOfSouthernPoleInDegrees :</span></dt><dd>0.0</dd><dt><span>GRIB_missingValue :</span></dt><dd>9999</dd><dt><span>GRIB_name :</span></dt><dd>2 metre temperature</dd><dt><span>GRIB_parameterName :</span></dt><dd>Temperature</dd><dt><span>GRIB_parameterUnits :</span></dt><dd>K</dd><dt><span>GRIB_shortName :</span></dt><dd>2t</dd><dt><span>GRIB_stepRange :</span></dt><dd>0</dd><dt><span>GRIB_units :</span></dt><dd>K</dd><dt><span>long_name :</span></dt><dd>2 metre temperature</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>standard_name :</span></dt><dd>air_temperature</dd><dt><span>grid_mapping :</span></dt><dd>gribfile_projection</dd></dl></div><div class='xr-var-data'><pre>array([[295.33215, 295.33215, 295.33215, ..., 301.64465, 301.64465,\n",
       "        301.64465],\n",
       "       [295.33215, 295.33215, 295.33215, ..., 301.64465, 301.64465,\n",
       "        301.64465],\n",
       "       [295.33215, 295.33215, 295.33215, ..., 301.64465, 301.64465,\n",
       "        301.64465],\n",
       "       ...,\n",
       "       [287.26965, 287.33215, 287.33215, ..., 287.89465, 287.83215,\n",
       "        287.76965],\n",
       "       [287.26965, 287.33215, 287.33215, ..., 287.83215, 287.76965,\n",
       "        287.70715],\n",
       "       [287.26965, 287.26965, 287.26965, ..., 287.76965, 287.70715,\n",
       "        287.64465]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gribfile_projection</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>None</div><input id='attrs-d36568ab-5731-4db1-b040-c4a945455f48' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d36568ab-5731-4db1-b040-c4a945455f48' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d9a4bd8-950e-4b4c-9834-ffa49dc0b597' class='xr-var-data-in' type='checkbox'><label for='data-1d9a4bd8-950e-4b4c-9834-ffa49dc0b597' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>crs_wkt :</span></dt><dd>PROJCRS[&quot;unknown&quot;,BASEGEOGCRS[&quot;unknown&quot;,DATUM[&quot;unknown&quot;,ELLIPSOID[&quot;unknown&quot;,6371229,0,LENGTHUNIT[&quot;metre&quot;,1,ID[&quot;EPSG&quot;,9001]]]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8901]]],CONVERSION[&quot;unknown&quot;,METHOD[&quot;Lambert Conic Conformal (2SP)&quot;,ID[&quot;EPSG&quot;,9802]],PARAMETER[&quot;Latitude of false origin&quot;,38.5,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8821]],PARAMETER[&quot;Longitude of false origin&quot;,262.5,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8822]],PARAMETER[&quot;Latitude of 1st standard parallel&quot;,38.5,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8823]],PARAMETER[&quot;Latitude of 2nd standard parallel&quot;,38.5,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8824]],PARAMETER[&quot;Easting at false origin&quot;,0,LENGTHUNIT[&quot;metre&quot;,1],ID[&quot;EPSG&quot;,8826]],PARAMETER[&quot;Northing at false origin&quot;,0,LENGTHUNIT[&quot;metre&quot;,1],ID[&quot;EPSG&quot;,8827]]],CS[Cartesian,2],AXIS[&quot;(E)&quot;,east,ORDER[1],LENGTHUNIT[&quot;metre&quot;,1,ID[&quot;EPSG&quot;,9001]]],AXIS[&quot;(N)&quot;,north,ORDER[2],LENGTHUNIT[&quot;metre&quot;,1,ID[&quot;EPSG&quot;,9001]]]]</dd><dt><span>semi_major_axis :</span></dt><dd>6371229.0</dd><dt><span>semi_minor_axis :</span></dt><dd>6371229.0</dd><dt><span>inverse_flattening :</span></dt><dd>0.0</dd><dt><span>reference_ellipsoid_name :</span></dt><dd>unknown</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>prime_meridian_name :</span></dt><dd>Greenwich</dd><dt><span>geographic_crs_name :</span></dt><dd>unknown</dd><dt><span>horizontal_datum_name :</span></dt><dd>unknown</dd><dt><span>projected_crs_name :</span></dt><dd>unknown</dd><dt><span>grid_mapping_name :</span></dt><dd>lambert_conformal_conic</dd><dt><span>standard_parallel :</span></dt><dd>(38.5, 38.5)</dd><dt><span>latitude_of_projection_origin :</span></dt><dd>38.5</dd><dt><span>longitude_of_central_meridian :</span></dt><dd>262.5</dd><dt><span>false_easting :</span></dt><dd>0.0</dd><dt><span>false_northing :</span></dt><dd>0.0</dd><dt><span>long_name :</span></dt><dd>HRRR model grid projection</dd></dl></div><div class='xr-var-data'><pre>array(None, dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3e685cdf-29e2-4a51-8d4a-601b910ea94b' class='xr-section-summary-in' type='checkbox'  ><label for='section-3e685cdf-29e2-4a51-8d4a-601b910ea94b' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>GRIB_edition :</span></dt><dd>2</dd><dt><span>GRIB_centre :</span></dt><dd>kwbc</dd><dt><span>GRIB_centreDescription :</span></dt><dd>US National Weather Service - NCEP</dd><dt><span>GRIB_subCentre :</span></dt><dd>0</dd><dt><span>Conventions :</span></dt><dd>CF-1.7</dd><dt><span>institution :</span></dt><dd>US National Weather Service - NCEP</dd><dt><span>model :</span></dt><dd>hrrr</dd><dt><span>product :</span></dt><dd>sfc</dd><dt><span>description :</span></dt><dd>High-Resolution Rapid Refresh - CONUS</dd><dt><span>remote_grib :</span></dt><dd>https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr.20210719/conus/hrrr.t00z.wrfsfcf00.grib2</dd><dt><span>local_grib :</span></dt><dd>C:\\Users\\blayl_depgywe\\data\\hrrr\\20210719\\subset_b7103ca278a75cad8f7d065acda0c2e80da0b7dc__hrrr.t00z.wrfsfcf00.grib2</dd><dt><span>searchString :</span></dt><dd>TMP:2 m above</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:              (y: 1059, x: 1799)\n",
       "Coordinates:\n",
       "    time                 datetime64[ns] 2021-07-19\n",
       "    step                 timedelta64[ns] 00:00:00\n",
       "    heightAboveGround    float64 2.0\n",
       "    latitude             (y, x) float64 21.14 21.15 21.15 ... 47.86 47.85 47.84\n",
       "    longitude            (y, x) float64 237.3 237.3 237.3 ... 299.0 299.0 299.1\n",
       "    valid_time           datetime64[ns] 2021-07-19\n",
       "Dimensions without coordinates: y, x\n",
       "Data variables:\n",
       "    t2m                  (y, x) float32 295.3 295.3 295.3 ... 287.8 287.7 287.6\n",
       "    gribfile_projection  object None\n",
       "Attributes:\n",
       "    GRIB_edition:            2\n",
       "    GRIB_centre:             kwbc\n",
       "    GRIB_centreDescription:  US National Weather Service - NCEP\n",
       "    GRIB_subCentre:          0\n",
       "    Conventions:             CF-1.7\n",
       "    institution:             US National Weather Service - NCEP\n",
       "    model:                   hrrr\n",
       "    product:                 sfc\n",
       "    description:             High-Resolution Rapid Refresh - CONUS\n",
       "    remote_grib:             https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr....\n",
       "    local_grib:              C:\\Users\\blayl_depgywe\\data\\hrrr\\20210719\\subset...\n",
       "    searchString:            TMP:2 m above"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds = H.xarray(\"TMP:2 m above\")\n",
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(1.0, 1.0, '2 metre temperature')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = common_features(\"50m\", crs=ds.herbie.crs, figsize=[8, 8]).STATES().ax\n",
    "p = ax.pcolormesh(\n",
    "    ds.longitude, ds.latitude, ds.t2m, transform=pc, **cm_tmp(units=\"K\").cmap_kwargs\n",
    ")\n",
    "plt.colorbar(\n",
    "    p, ax=ax, orientation=\"horizontal\", pad=0.05, **cm_tmp(units=\"K\").cbar_kwargs\n",
    ")\n",
    "\n",
    "ax.set_title(\n",
    "    f\"{ds.model.upper()}: {H.product_description}\\nValid: {ds.valid_time.dt.strftime('%H:%M UTC %d %b %Y').item()}\",\n",
    "    loc=\"left\",\n",
    ")\n",
    "ax.set_title(ds.t2m.GRIB_name, loc=\"right\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "06053033",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.9.7 ('herbie')",
   "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": "3.9.7"
  },
  "vscode": {
   "interpreter": {
    "hash": "be373bfa07014b934957e8e33960394fc213c6f297c90cf5ee7744b821edab0d"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
