{
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    "**Brian Blaylock**  \n",
    "*July 20, 2021*\n",
    "\n",
    "# HRRR-Alaska Data\n",
    "\n",
    "There are different products available on the cloud."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "🥳 Herbie loaded your custom templates.\n"
     ]
    }
   ],
   "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 \u001b[32m2021-Jul-19 00:00 UTC F00\u001b[0m [HRRRAK] [product=sfc] GRIB2 file from \u001b[31maws\u001b[0m and index file from \u001b[31maws\u001b[0m.                                                                                                                                                       \n"
     ]
    }
   ],
   "source": [
    "H = Herbie(\"2021-07-19\", model=\"hrrrak\", product=\"sfc\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:              (y: 919, x: 1299)\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 41.61 41.63 41.64 ... 76.36 76.35 76.34\n",
       "    longitude            (y, x) float64 185.1 185.1 185.2 ... 244.0 244.1 244.2\n",
       "    valid_time           datetime64[ns] 2021-07-19\n",
       "Dimensions without coordinates: y, x\n",
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       "    t2m                  (y, x) float32 289.3 289.3 289.2 ... 272.3 272.4 272.9\n",
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       "    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:                   hrrrak\n",
       "    product:                 sfc\n",
       "    description:             High-Resolution Rapid Refresh - Alaska\n",
       "    remote_grib:             https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr....\n",
       "    local_grib:              /p/cwfs/blaylock/data/hrrrak/20210719/subset_450...\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-89668a61-0807-4e9c-930f-6eb5c93976fe' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-89668a61-0807-4e9c-930f-6eb5c93976fe' 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>: 919</li><li><span>x</span>: 1299</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-bdd609f3-2a77-4cb3-a8ea-774054ada9ac' class='xr-section-summary-in' type='checkbox'  checked><label for='section-bdd609f3-2a77-4cb3-a8ea-774054ada9ac' 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-40f0bbf5-8405-40cb-899f-46d74a0b4f70' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-40f0bbf5-8405-40cb-899f-46d74a0b4f70' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-44d6d071-376e-4824-bd89-dd0a06085a66' class='xr-var-data-in' type='checkbox'><label for='data-44d6d071-376e-4824-bd89-dd0a06085a66' 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-9e88388b-7067-4e30-aad1-c15676d82879' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9e88388b-7067-4e30-aad1-c15676d82879' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb159e84-3bff-4522-a941-b13a03b47ab0' class='xr-var-data-in' type='checkbox'><label for='data-eb159e84-3bff-4522-a941-b13a03b47ab0' 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-2126269a-b8c6-448e-a687-5a765e900269' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2126269a-b8c6-448e-a687-5a765e900269' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e3116ccc-0805-4817-8fd9-18f77bf0877b' class='xr-var-data-in' type='checkbox'><label for='data-e3116ccc-0805-4817-8fd9-18f77bf0877b' 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'>41.61 41.63 41.64 ... 76.35 76.34</div><input id='attrs-4f61f842-393c-401b-a20d-3dce267d5245' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4f61f842-393c-401b-a20d-3dce267d5245' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ca867d8-9368-4473-b69a-70cef3883654' class='xr-var-data-in' type='checkbox'><label for='data-8ca867d8-9368-4473-b69a-70cef3883654' 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([[41.612949  , 41.6283732 , 41.64379131, ..., 51.73138975,\n",
       "        51.72848388, 51.72555953],\n",
       "       [41.63140955, 41.64684264, 41.66226963, ..., 51.75703746,\n",
       "        51.75412904, 51.75120212],\n",
       "       [41.64986721, 41.66530919, 41.68074507, ..., 51.78268891,\n",
       "        51.77977793, 51.77684845],\n",
       "       ...,\n",
       "       [55.58612355, 55.61066898, 55.63521475, ..., 76.30240259,\n",
       "        76.2931345 , 76.2838131 ],\n",
       "       [55.59579489, 55.62034893, 55.64490334, ..., 76.32936501,\n",
       "        76.32007795, 76.3107375 ],\n",
       "       [55.6054481 , 55.63001076, 55.65457379, ..., 76.35632261,\n",
       "        76.34701652, 76.33765695]])</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'>185.1 185.1 185.2 ... 244.1 244.2</div><input id='attrs-bcd5652c-c398-4b5d-985d-2ebcd2b93c52' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bcd5652c-c398-4b5d-985d-2ebcd2b93c52' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c5f12b8-769b-4e32-9ef3-f40c8367fb8d' class='xr-var-data-in' type='checkbox'><label for='data-7c5f12b8-769b-4e32-9ef3-f40c8367fb8d' 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([[185.117126  , 185.14182833, 185.16654845, ..., 231.44409514,\n",
       "        231.48549948, 231.52689702],\n",
       "       [185.09648273, 185.12118827, 185.14591163, ..., 231.44877541,\n",
       "        231.49020931, 231.5316364 ],\n",
       "       [185.07582165, 185.1005304 , 185.12525698, ..., 231.45346246,\n",
       "        231.49492596, 231.53638263],\n",
       "       ...,\n",
       "       [156.52375468, 156.54089605, 156.55806343, ..., 243.91766563,\n",
       "        244.03146088, 244.14510043],\n",
       "       [156.48031162, 156.49742514, 156.51456466, ..., 243.95676999,\n",
       "        244.07076482, 244.18460305],\n",
       "       [156.43684261, 156.45392824, 156.47103983, ..., 243.99603036,\n",
       "        244.11022535, 244.22426284]])</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-d4abd74e-0c0c-4b91-ace4-5168e34ef3ff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d4abd74e-0c0c-4b91-ace4-5168e34ef3ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aeb95a6a-b157-4cca-9fe0-92ea38efe81a' class='xr-var-data-in' type='checkbox'><label for='data-aeb95a6a-b157-4cca-9fe0-92ea38efe81a' 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-d6ef0269-9c37-4d07-884e-afccc4e9a31d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d6ef0269-9c37-4d07-884e-afccc4e9a31d' 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'>289.3 289.3 289.2 ... 272.4 272.9</div><input id='attrs-da74b428-4201-4878-9c63-01fbf7c37589' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-da74b428-4201-4878-9c63-01fbf7c37589' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2713584-94d4-487a-9bae-0a82b08abaf0' class='xr-var-data-in' type='checkbox'><label for='data-b2713584-94d4-487a-9bae-0a82b08abaf0' 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>1193781</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>polar_stereographic</dd><dt><span>GRIB_NV :</span></dt><dd>0</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>Polar stereographic can be south or north</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([[289.33026, 289.26776, 289.20526, ..., 287.45526, 287.45526,\n",
       "        287.45526],\n",
       "       [289.26776, 289.20526, 289.14276, ..., 287.51776, 287.51776,\n",
       "        287.45526],\n",
       "       [289.20526, 289.14276, 289.14276, ..., 287.51776, 287.51776,\n",
       "        287.51776],\n",
       "       ...,\n",
       "       [286.76776, 286.95526, 287.01776, ..., 273.14276, 273.20526,\n",
       "        272.89276],\n",
       "       [286.95526, 287.01776, 287.14276, ..., 273.14276, 273.83026,\n",
       "        272.76776],\n",
       "       [286.76776, 286.76776, 286.76776, ..., 272.33026, 272.39276,\n",
       "        272.89276]], 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-a0396cd7-2388-4f42-8d13-14f612549d63' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a0396cd7-2388-4f42-8d13-14f612549d63' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-32ebf106-83b7-4b56-9330-81d3b672a974' class='xr-var-data-in' type='checkbox'><label for='data-32ebf106-83b7-4b56-9330-81d3b672a974' 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;Polar Stereographic (variant B)&quot;,ID[&quot;EPSG&quot;,9829]],PARAMETER[&quot;Latitude of standard parallel&quot;,60,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8832]],PARAMETER[&quot;Longitude of origin&quot;,225,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433],ID[&quot;EPSG&quot;,8833]],PARAMETER[&quot;False easting&quot;,0,LENGTHUNIT[&quot;metre&quot;,1],ID[&quot;EPSG&quot;,8806]],PARAMETER[&quot;False northing&quot;,0,LENGTHUNIT[&quot;metre&quot;,1],ID[&quot;EPSG&quot;,8807]]],CS[Cartesian,2],AXIS[&quot;(E)&quot;,south,MERIDIAN[90,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433,ID[&quot;EPSG&quot;,9122]]],ORDER[1],LENGTHUNIT[&quot;metre&quot;,1,ID[&quot;EPSG&quot;,9001]]],AXIS[&quot;(N)&quot;,south,MERIDIAN[180,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433,ID[&quot;EPSG&quot;,9122]]],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>polar_stereographic</dd><dt><span>standard_parallel :</span></dt><dd>60.0</dd><dt><span>straight_vertical_longitude_from_pole :</span></dt><dd>225.0</dd><dt><span>false_easting :</span></dt><dd>0.0</dd><dt><span>false_northing :</span></dt><dd>0.0</dd><dt><span>latitude_of_projection_origin :</span></dt><dd>90</dd><dt><span>long_name :</span></dt><dd>HRRRAK 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-1fcd286b-acac-4a9c-974d-049039e47aa7' class='xr-section-summary-in' type='checkbox'  ><label for='section-1fcd286b-acac-4a9c-974d-049039e47aa7' 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>hrrrak</dd><dt><span>product :</span></dt><dd>sfc</dd><dt><span>description :</span></dt><dd>High-Resolution Rapid Refresh - Alaska</dd><dt><span>remote_grib :</span></dt><dd>https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr.20210719/alaska/hrrr.t00z.wrfsfcf00.ak.grib2</dd><dt><span>local_grib :</span></dt><dd>/p/cwfs/blaylock/data/hrrrak/20210719/subset_450ddec8dd206c2e2ab1aeeaa90e85e51753b8b7__hrrr.t00z.wrfsfcf00.ak.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: 919, x: 1299)\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 41.61 41.63 41.64 ... 76.36 76.35 76.34\n",
       "    longitude            (y, x) float64 185.1 185.1 185.2 ... 244.0 244.1 244.2\n",
       "    valid_time           datetime64[ns] 2021-07-19\n",
       "Dimensions without coordinates: y, x\n",
       "Data variables:\n",
       "    t2m                  (y, x) float32 289.3 289.3 289.2 ... 272.3 272.4 272.9\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:                   hrrrak\n",
       "    product:                 sfc\n",
       "    description:             High-Resolution Rapid Refresh - Alaska\n",
       "    remote_grib:             https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr....\n",
       "    local_grib:              /p/cwfs/blaylock/data/hrrrak/20210719/subset_450...\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": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/p/home/blaylock/anaconda3/envs/herbie/lib/python3.9/site-packages/cartopy/mpl/geoaxes.py:1797: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3.  Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading'].  This will become an error two minor releases later.\n",
      "  result = matplotlib.axes.Axes.pcolormesh(self, *args, **kwargs)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.0, 1.0, 'HRRRAK: 2D surface level fields; 3-km resolution')"
      ]
     },
     "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(ds.t2m.GRIB_name, loc=\"right\")\n",
    "ax.set_title(f\"{ds.model.upper()}: {H.product_description}\", loc=\"left\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'GRIB_paramId': 167,\n",
       " 'GRIB_dataType': 'fc',\n",
       " 'GRIB_numberOfPoints': 1193781,\n",
       " 'GRIB_typeOfLevel': 'heightAboveGround',\n",
       " 'GRIB_stepUnits': 1,\n",
       " 'GRIB_stepType': 'instant',\n",
       " 'GRIB_gridType': 'polar_stereographic',\n",
       " 'GRIB_NV': 0,\n",
       " 'GRIB_cfName': 'air_temperature',\n",
       " 'GRIB_cfVarName': 't2m',\n",
       " 'GRIB_gridDefinitionDescription': 'Polar stereographic can be south or north',\n",
       " 'GRIB_missingValue': 9999,\n",
       " 'GRIB_name': '2 metre temperature',\n",
       " 'GRIB_parameterName': 'Temperature ',\n",
       " 'GRIB_parameterUnits': 'K',\n",
       " 'GRIB_shortName': '2t',\n",
       " 'GRIB_stepRange': '0',\n",
       " 'GRIB_units': 'K',\n",
       " 'long_name': '2 metre temperature',\n",
       " 'units': 'K',\n",
       " 'standard_name': 'air_temperature',\n",
       " 'grid_mapping': 'gribfile_projection'}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds.t2m.attrs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Below is tying to use metpy to parse the CF grid_namming"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'ellps': 'sphere',\n",
       " 'a': 6371229.0,\n",
       " 'b': 6371229.0,\n",
       " 'proj': 'stere',\n",
       " 'lat_0': 90,\n",
       " 'lon_0': 225.0,\n",
       " 'x_0': 0.0,\n",
       " 'y_0': 0.0,\n",
       " 'lat_ts': 60.0}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# my own implementation to get cartopy projection\n",
    "ds.herbie.crs.proj4_params"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/p/home/blaylock/anaconda3/envs/herbie/lib/python3.9/site-packages/metpy/xarray.py:355: UserWarning: More than one time coordinate present for variable \"gribfile_projection\".\n",
      "  warnings.warn('More than one ' + axis + ' coordinate present for variable'\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'ellps': 'sphere',\n",
       " 'a': 6371229.0,\n",
       " 'b': 6371229.0,\n",
       " 'proj': 'stere',\n",
       " 'lat_0': 90,\n",
       " 'lon_0': 225.0,\n",
       " 'x_0': 0.0,\n",
       " 'y_0': 0.0,\n",
       " 'lat_ts': 60.0}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds.metpy.parse_cf().metpy_crs.item().to_cartopy().proj4_params"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# What if I don't specify anything?\n",
    "ds.gribfile_projection.attrs[\"straight_vertical_longitude_from_pole\"] = None\n",
    "ds.gribfile_projection.attrs[\"standard_parallel\"] = None\n",
    "ds.gribfile_projection.attrs[\"latitude_of_projection_origin\"] = 90"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/p/home/blaylock/anaconda3/envs/herbie/lib/python3.9/site-packages/metpy/xarray.py:355: UserWarning: More than one time coordinate present for variable \"gribfile_projection\".\n",
      "  warnings.warn('More than one ' + axis + ' coordinate present for variable'\n"
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       " </defs>\n",
       "</svg>\n",
       "<pre>&lt;cartopy.crs.Stereographic object at 0x2ae0aba98850&gt;</pre>"
      ],
      "text/plain": [
       "<Derived Projected CRS: +proj=stere +ellps=sphere +a=6371229.0 +b=6371229. ...>\n",
       "Name: unknown\n",
       "Axis Info [cartesian]:\n",
       "- E[south]: Easting (metre)\n",
       "- N[south]: Northing (metre)\n",
       "Area of Use:\n",
       "- undefined\n",
       "Coordinate Operation:\n",
       "- name: unknown\n",
       "- method: Polar Stereographic (variant A)\n",
       "Datum: unknown\n",
       "- Ellipsoid: unknown\n",
       "- Prime Meridian: Greenwich"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds.metpy.parse_cf().metpy_crs.item().to_cartopy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/p/home/blaylock/anaconda3/envs/herbie/lib/python3.9/site-packages/metpy/xarray.py:355: UserWarning: More than one time coordinate present for variable \"gribfile_projection\".\n",
      "  warnings.warn('More than one ' + axis + ' coordinate present for variable'\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'ellps': 'sphere',\n",
       " 'a': 6371229.0,\n",
       " 'b': 6371229.0,\n",
       " 'proj': 'stere',\n",
       " 'lat_0': 90,\n",
       " 'lon_0': None,\n",
       " 'x_0': 0.0,\n",
       " 'y_0': 0.0}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds.metpy.parse_cf().metpy_crs.item().to_cartopy().proj4_params"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/p/home/blaylock/anaconda3/envs/herbie/lib/python3.9/site-packages/metpy/xarray.py:355: UserWarning: More than one time coordinate present for variable \"gribfile_projection\".\n",
      "  warnings.warn('More than one ' + axis + ' coordinate present for variable'\n",
      "/p/home/blaylock/anaconda3/envs/herbie/lib/python3.9/site-packages/cartopy/mpl/geoaxes.py:1797: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3.  Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading'].  This will become an error two minor releases later.\n",
      "  result = matplotlib.axes.Axes.pcolormesh(self, *args, **kwargs)\n"
     ]
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 576x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = (\n",
    "    common_features(\n",
    "        \"50m\", crs=ds.metpy.parse_cf().metpy_crs.item().to_cartopy(), figsize=[8, 8]\n",
    "    )\n",
    "    .STATES()\n",
    "    .ax\n",
    ")\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(ds.t2m.GRIB_name, loc=\"right\")\n",
    "ax.set_title(f\"{ds.model.upper()}: {H.product_description}\", loc=\"left\")\n",
    "gl = ax.gridlines(draw_labels=True)\n",
    "\n",
    "from cartopy.mpl.ticker import LongitudeFormatter, LatitudeFormatter, LatitudeLocator\n",
    "import matplotlib.ticker as mticker\n",
    "\n",
    "gl.ylocator = mticker.FixedLocator([60])\n",
    "gl.xlocator = mticker.FixedLocator([-180, -135, 180])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "68b4f2e50a7ed58bfdd900fbdfdbedaaf8a3e01f45deef876033be52417a9a2d"
  },
  "kernelspec": {
   "display_name": "Python 3.8.10 64-bit ('herbie': conda)",
   "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"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
