python/examples/hrrr.ipynb

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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:                                    (time: 1, y: 1059, x: 1799,\n",
       "                                                isobar_0: 7, isobar_1: 5,\n",
       "                                                hag_0: 2, isobar_2: 4,\n",
       "                                                hag_1: 2, isotherm: 2)\n",
       "Coordinates:\n",
       "  * time                                       (time) datetime64[ns] 2023-07-...\n",
       "  * isotherm                                   (isotherm) float64 253.0 263.0\n",
       "  * isobar_0                                   (isobar_0) float64 2.5e+04 ......\n",
       "  * isobar_1                                   (isobar_1) float64 5e+04 ... 1...\n",
       "  * isobar_2                                   (isobar_2) float64 5e+04 ... 1...\n",
       "  * hag_0                                      (hag_0) float64 10.0 80.0\n",
       "  * hag_1                                      (hag_1) float64 1e+03 4e+03\n",
       "  * y                                          (y) float64 -1.581e+06 ... 1.5...\n",
       "  * x                                          (x) float64 -2.701e+06 ... 2.6...\n",
       "    latitude                                   (y, x) float64 ...\n",
       "    longitude                                  (y, x) float64 ...\n",
       "Data variables: (12/60)\n",
       "    pot                                        (time, y, x) float64 ...\n",
       "    pres_PRESsfc_fcst                          (time, y, x) float64 ...\n",
       "    pwat                                       (time, y, x) float64 ...\n",
       "    hgt_HGTzero_deg_isotherm_fcst              (time, y, x) float64 ...\n",
       "    hgt_HGTadiabatic_condensation_lifted_fcst  (time, y, x) float64 ...\n",
       "    hgt_HGThtfl_fcst                           (time, y, x) float64 ...\n",
       "    ...                                         ...\n",
       "    hgt_HGTisotherm_fcst                       (time, isotherm, y, x) float64 ...\n",
       "    lcdc                                       (time, y, x) float64 ...\n",
       "    hgt_HGTclt_fcst                            (time, y, x) float64 ...\n",
       "    apcp                                       (time, y, x) float64 ...\n",
       "    prate                                      (time, y, x) float64 ...\n",
       "    frzr                                       (time, y, x) float64 ...\n",
       "Attributes:\n",
       "    meta:     Generated with gribberishpy</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-3d678ada-9505-496b-9e30-b7ea945f5028' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3d678ada-9505-496b-9e30-b7ea945f5028' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 1</li><li><span class='xr-has-index'>y</span>: 1059</li><li><span class='xr-has-index'>x</span>: 1799</li><li><span class='xr-has-index'>isobar_0</span>: 7</li><li><span class='xr-has-index'>isobar_1</span>: 5</li><li><span class='xr-has-index'>hag_0</span>: 2</li><li><span class='xr-has-index'>isobar_2</span>: 4</li><li><span class='xr-has-index'>hag_1</span>: 2</li><li><span class='xr-has-index'>isotherm</span>: 2</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-ac534636-36f0-47a0-ba64-13b9c35157b2' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ac534636-36f0-47a0-ba64-13b9c35157b2' class='xr-section-summary' >Coordinates: <span>(11)</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 class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2023-07-22T07:00:00</div><input id='attrs-cb2de565-181c-48ab-ac4d-fe4621b71a93' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cb2de565-181c-48ab-ac4d-fe4621b71a93' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f3e0a9c-35bd-4342-a2aa-c0d190120a69' class='xr-var-data-in' type='checkbox'><label for='data-6f3e0a9c-35bd-4342-a2aa-c0d190120a69' 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><dt><span>unit :</span></dt><dd>seconds since 1970-01-01 00:00:00</dd><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2023-07-22T07:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>isotherm</span></div><div class='xr-var-dims'>(isotherm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>253.0 263.0</div><input id='attrs-7e9b8983-5e88-48a9-a53b-382df456acfa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7e9b8983-5e88-48a9-a53b-382df456acfa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2d98b684-b1a5-4690-b548-d99985fa6a89' class='xr-var-data-in' type='checkbox'><label for='data-2d98b684-b1a5-4690-b548-d99985fa6a89' 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>isothermal level</dd><dt><span>long_name :</span></dt><dd>isothermal level</dd></dl></div><div class='xr-var-data'><pre>array([253., 263.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>isobar_0</span></div><div class='xr-var-dims'>(isobar_0)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.5e+04 3e+04 ... 9.25e+04 1e+05</div><input id='attrs-e0478164-962d-400f-9cf1-0aa8a39e7ccb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e0478164-962d-400f-9cf1-0aa8a39e7ccb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a4f53a80-afb0-460f-a91e-2977cacd15ba' class='xr-var-data-in' type='checkbox'><label for='data-a4f53a80-afb0-460f-a91e-2977cacd15ba' 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>isobaric surface</dd><dt><span>long_name :</span></dt><dd>isobaric surface</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array([ 25000.,  30000.,  50000.,  70000.,  85000.,  92500., 100000.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>isobar_1</span></div><div class='xr-var-dims'>(isobar_1)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5e+04 7e+04 8.5e+04 9.25e+04 1e+05</div><input id='attrs-13419e0d-faaa-4fd8-b8ca-4a225966dfeb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-13419e0d-faaa-4fd8-b8ca-4a225966dfeb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-50ed5855-bd11-4647-9a3d-02880c76ac7b' class='xr-var-data-in' type='checkbox'><label for='data-50ed5855-bd11-4647-9a3d-02880c76ac7b' 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>isobaric surface</dd><dt><span>long_name :</span></dt><dd>isobaric surface</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array([ 50000.,  70000.,  85000.,  92500., 100000.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>isobar_2</span></div><div class='xr-var-dims'>(isobar_2)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5e+04 7e+04 8.5e+04 1e+05</div><input id='attrs-790d1d53-174a-4812-ac7c-b611cbe3b7fc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-790d1d53-174a-4812-ac7c-b611cbe3b7fc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa0c8ef0-3be6-4da9-b2e2-772517ebef2c' class='xr-var-data-in' type='checkbox'><label for='data-aa0c8ef0-3be6-4da9-b2e2-772517ebef2c' 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>isobaric surface</dd><dt><span>long_name :</span></dt><dd>isobaric surface</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array([ 50000.,  70000.,  85000., 100000.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>hag_0</span></div><div class='xr-var-dims'>(hag_0)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>10.0 80.0</div><input id='attrs-87572f8d-e584-4cd0-be47-e2cec80ae5d7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-87572f8d-e584-4cd0-be47-e2cec80ae5d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-91190da5-e3b6-4e2d-b227-0827dd14744d' class='xr-var-data-in' type='checkbox'><label for='data-91190da5-e3b6-4e2d-b227-0827dd14744d' 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>specific height level above ground</dd><dt><span>long_name :</span></dt><dd>specific height level above ground</dd></dl></div><div class='xr-var-data'><pre>array([10., 80.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>hag_1</span></div><div class='xr-var-dims'>(hag_1)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1e+03 4e+03</div><input id='attrs-180c13c8-cf2e-45ec-8206-59028402f6e5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-180c13c8-cf2e-45ec-8206-59028402f6e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dcdc89e1-c899-4d98-bf8a-153439fca94d' class='xr-var-data-in' type='checkbox'><label for='data-dcdc89e1-c899-4d98-bf8a-153439fca94d' 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>specific height level above ground</dd><dt><span>long_name :</span></dt><dd>specific height level above ground</dd></dl></div><div class='xr-var-data'><pre>array([1000., 4000.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-1.581e+06 -1.578e+06 ... 1.593e+06</div><input id='attrs-5fefb444-c94b-488e-b958-ae0f30e0f4df' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5fefb444-c94b-488e-b958-ae0f30e0f4df' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aff9412c-2198-412f-b202-d17c2f95fbdc' class='xr-var-data-in' type='checkbox'><label for='data-aff9412c-2198-412f-b202-d17c2f95fbdc' 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>axis :</span></dt><dd>Y</dd><dt><span>standard_name :</span></dt><dd>projection_y_coordinate</dd><dt><span>long_name :</span></dt><dd>y coordinate of projection</dd><dt><span>unit :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([-1580581.336877, -1577581.336877, -1574581.336877, ...,  1587418.663123,\n",
       "        1590418.663123,  1593418.663123])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-2.701e+06 -2.698e+06 ... 2.693e+06</div><input id='attrs-cbec47ab-5bd3-4d69-86bc-534057660bb5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cbec47ab-5bd3-4d69-86bc-534057660bb5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dea3dd0a-022a-401b-a3d7-c2fc1858a601' class='xr-var-data-in' type='checkbox'><label for='data-dea3dd0a-022a-401b-a3d7-c2fc1858a601' 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>axis :</span></dt><dd>X</dd><dt><span>standard_name :</span></dt><dd>projection_x_coordinate</dd><dt><span>long_name :</span></dt><dd>x coordinate of projection</dd><dt><span>unit :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([-2701000.130325, -2698000.130325, -2695000.130325, ...,  2686999.869675,\n",
       "        2689999.869675,  2692999.869675])</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'>...</div><input id='attrs-0bf9547f-e13a-4934-aee1-cf39e3ebf558' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0bf9547f-e13a-4934-aee1-cf39e3ebf558' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93561170-b547-4a15-9d36-194bd2be1277' class='xr-var-data-in' type='checkbox'><label for='data-93561170-b547-4a15-9d36-194bd2be1277' 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>latitude</dd><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>unit :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</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'>...</div><input id='attrs-aa5b02f5-f878-44eb-a511-a06d785ac46e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa5b02f5-f878-44eb-a511-a06d785ac46e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-589022be-a6bb-48ef-8351-13b56695ff80' class='xr-var-data-in' type='checkbox'><label for='data-589022be-a6bb-48ef-8351-13b56695ff80' 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>longitude</dd><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>unit :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-da5693fa-f1fc-4261-bb8b-de77ebe36558' class='xr-section-summary-in' type='checkbox'  ><label for='section-da5693fa-f1fc-4261-bb8b-de77ebe36558' class='xr-section-summary' >Data variables: <span>(60)</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>pot</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-16d2004b-0ba7-4950-975b-1722c53ad8d1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-16d2004b-0ba7-4950-975b-1722c53ad8d1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ac081528-65c4-4e9b-b440-0114e026c4fa' class='xr-var-data-in' type='checkbox'><label for='data-ac081528-65c4-4e9b-b440-0114e026c4fa' 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>potentialtemperature</dd><dt><span>long_name :</span></dt><dd>potentialtemperature</dd><dt><span>unit :</span></dt><dd>K</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>2</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pres_PRESsfc_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3d90c90b-73be-4c7a-a07b-447e21d2abde' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3d90c90b-73be-4c7a-a07b-447e21d2abde' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fedf6d03-f869-449e-82f2-c9ba947fe406' class='xr-var-data-in' type='checkbox'><label for='data-fedf6d03-f869-449e-82f2-c9ba947fe406' 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>pressure</dd><dt><span>long_name :</span></dt><dd>pressure</dd><dt><span>unit :</span></dt><dd>pa</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pwat</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e3016eac-8a09-4a51-8afe-52314d95057c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e3016eac-8a09-4a51-8afe-52314d95057c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-237afb5e-329e-4fa8-8fa5-a08a93d2617e' class='xr-var-data-in' type='checkbox'><label for='data-237afb5e-329e-4fa8-8fa5-a08a93d2617e' 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>precipitablewater</dd><dt><span>long_name :</span></dt><dd>precipitablewater</dd><dt><span>unit :</span></dt><dd>kgm-2</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>entire atmosphere as a single layer</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTzero_deg_isotherm_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-caa7d40f-334f-48c3-9237-483353b43c8f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-caa7d40f-334f-48c3-9237-483353b43c8f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25130d9c-a14e-45b5-9459-ac118057188e' class='xr-var-data-in' type='checkbox'><label for='data-25130d9c-a14e-45b5-9459-ac118057188e' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>level of 0oc isotherm</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTadiabatic_condensation_lifted_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1df78c55-36ee-4d0f-86df-b8b89d65f796' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1df78c55-36ee-4d0f-86df-b8b89d65f796' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c069cb64-bb3b-4980-8bb5-48417e36aca9' class='xr-var-data-in' type='checkbox'><label for='data-c069cb64-bb3b-4980-8bb5-48417e36aca9' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>level of adiabatic condensation lifted from the surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGThtfl_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4603ee01-37dc-4d7c-9c95-f58569163ce9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4603ee01-37dc-4d7c-9c95-f58569163ce9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-064fceaa-15f3-4028-be1e-0ce42002d2ce' class='xr-var-data-in' type='checkbox'><label for='data-064fceaa-15f3-4028-be1e-0ce42002d2ce' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>highest tropospheric freezing level</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>refc</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-63e57d7f-f8ec-4abe-969a-a75b6903e856' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-63e57d7f-f8ec-4abe-969a-a75b6903e856' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9abb9364-cc33-4224-a1e0-2cdea56ee67a' class='xr-var-data-in' type='checkbox'><label for='data-9abb9364-cc33-4224-a1e0-2cdea56ee67a' 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>compositereflectivity</dd><dt><span>long_name :</span></dt><dd>compositereflectivity</dd><dt><span>unit :</span></dt><dd>dB</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>entire atmosphere</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ugrd_UGRDisobar_fcst</span></div><div class='xr-var-dims'>(time, isobar_0, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a4a29da5-91a6-4445-b4b8-a7f4a922b6e6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a4a29da5-91a6-4445-b4b8-a7f4a922b6e6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6b7ba48-5801-4abe-ac0f-dc8daabc6531' class='xr-var-data-in' type='checkbox'><label for='data-a6b7ba48-5801-4abe-ac0f-dc8daabc6531' 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>ucomponentwindspeed</dd><dt><span>long_name :</span></dt><dd>ucomponentwindspeed</dd><dt><span>unit :</span></dt><dd>ms-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>isobaric surface</dd><dt><span>fixed_surface_value :</span></dt><dd>85000</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[13335987 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cpofp</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-04eb58e2-8151-4761-95b0-db0b6044880e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-04eb58e2-8151-4761-95b0-db0b6044880e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4b3c0c5-0f6c-409b-8e82-0ad6d91f7171' class='xr-var-data-in' type='checkbox'><label for='data-d4b3c0c5-0f6c-409b-8e82-0ad6d91f7171' 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>percentfrozenprecipitation</dd><dt><span>long_name :</span></dt><dd>percentfrozenprecipitation</dd><dt><span>unit :</span></dt><dd>%</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vgrd_VGRDisobar_fcst</span></div><div class='xr-var-dims'>(time, isobar_0, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-745460ba-4e1d-4490-ba8e-a958cd90a755' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-745460ba-4e1d-4490-ba8e-a958cd90a755' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-588c33e0-508a-4b56-9d35-4f5084e81d08' class='xr-var-data-in' type='checkbox'><label for='data-588c33e0-508a-4b56-9d35-4f5084e81d08' 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>vcomponentwindspeed</dd><dt><span>long_name :</span></dt><dd>vcomponentwindspeed</dd><dt><span>unit :</span></dt><dd>ms-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>isobaric surface</dd><dt><span>fixed_surface_value :</span></dt><dd>70000</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[13335987 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vis</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ccc9b8fc-69bd-481e-94c3-aa4dc921ca12' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ccc9b8fc-69bd-481e-94c3-aa4dc921ca12' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70430abd-e16e-4365-805c-397720004d62' class='xr-var-data-in' type='checkbox'><label for='data-70430abd-e16e-4365-805c-397720004d62' 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>visibility</dd><dt><span>long_name :</span></dt><dd>visibility</dd><dt><span>unit :</span></dt><dd>m</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spfh</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fbf1ded1-093c-40c8-935c-70a31f4dbc53' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fbf1ded1-093c-40c8-935c-70a31f4dbc53' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03f4a6ca-acc5-4d42-a462-b0a4dd9a04f1' class='xr-var-data-in' type='checkbox'><label for='data-03f4a6ca-acc5-4d42-a462-b0a4dd9a04f1' 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>specifichumidity</dd><dt><span>long_name :</span></dt><dd>specifichumidity</dd><dt><span>unit :</span></dt><dd>kgkg-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>2</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>snod</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dc7a54c2-88de-4cb6-9bab-5ad8402624b6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc7a54c2-88de-4cb6-9bab-5ad8402624b6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90ca343d-7232-4dc0-b2e3-faad3db105c6' class='xr-var-data-in' type='checkbox'><label for='data-90ca343d-7232-4dc0-b2e3-faad3db105c6' 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>snowdepth</dd><dt><span>long_name :</span></dt><dd>snowdepth</dd><dt><span>unit :</span></dt><dd>m</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rh_RHhtfl_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fff97647-2b70-4abc-bbde-eb5e90e58b3d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fff97647-2b70-4abc-bbde-eb5e90e58b3d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0aedf5da-69d7-4bf7-8dfe-c17438150657' class='xr-var-data-in' type='checkbox'><label for='data-0aedf5da-69d7-4bf7-8dfe-c17438150657' 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>relativehumidity</dd><dt><span>long_name :</span></dt><dd>relativehumidity</dd><dt><span>unit :</span></dt><dd>%</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>highest tropospheric freezing level</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmp_TMPisobar_fcst</span></div><div class='xr-var-dims'>(time, isobar_1, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4d92e4ee-9482-406d-bf7c-027711584793' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4d92e4ee-9482-406d-bf7c-027711584793' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22989eb6-5d2d-4321-8580-b69e92a3e6ff' class='xr-var-data-in' type='checkbox'><label for='data-22989eb6-5d2d-4321-8580-b69e92a3e6ff' 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>temperature</dd><dt><span>long_name :</span></dt><dd>temperature</dd><dt><span>unit :</span></dt><dd>K</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>isobaric surface</dd><dt><span>fixed_surface_value :</span></dt><dd>70000</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[9525705 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pres_PRESclb_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bf6fe2e0-0438-480c-b7d1-5c61deced36d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bf6fe2e0-0438-480c-b7d1-5c61deced36d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fbf3327a-3e84-4e0a-a675-cc7e1ecba729' class='xr-var-data-in' type='checkbox'><label for='data-fbf3327a-3e84-4e0a-a675-cc7e1ecba729' 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>pressure</dd><dt><span>long_name :</span></dt><dd>pressure</dd><dt><span>unit :</span></dt><dd>pa</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>cloud base level</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>weasd_WEASDsfc_accfcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-666f052a-3cf8-4f39-b0d3-e0817e7f0698' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-666f052a-3cf8-4f39-b0d3-e0817e7f0698' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6703692e-50c6-46f9-a65d-bf4070b08e83' class='xr-var-data-in' type='checkbox'><label for='data-6703692e-50c6-46f9-a65d-bf4070b08e83' 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>waterequavalentsnowdepth</dd><dt><span>long_name :</span></dt><dd>waterequavalentsnowdepth</dd><dt><span>unit :</span></dt><dd>kgm-2</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd>accumulation</dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>refd_REFDisotherm_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a1424622-183d-4acd-8b12-5b475c8121e8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a1424622-183d-4acd-8b12-5b475c8121e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-76032aff-f4a4-4bae-a76b-2685f1fb45f1' class='xr-var-data-in' type='checkbox'><label for='data-76032aff-f4a4-4bae-a76b-2685f1fb45f1' 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>reflectivity</dd><dt><span>long_name :</span></dt><dd>reflectivity</dd><dt><span>unit :</span></dt><dd>dB</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>isothermal level</dd><dt><span>fixed_surface_value :</span></dt><dd>263</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rh_RHhag_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-645e4450-3ba8-4e4d-b1ec-31f3ba9ddb06' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-645e4450-3ba8-4e4d-b1ec-31f3ba9ddb06' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6d855951-422e-4bd4-ba33-2766b53d67e6' class='xr-var-data-in' type='checkbox'><label for='data-6d855951-422e-4bd4-ba33-2766b53d67e6' 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>relativehumidity</dd><dt><span>long_name :</span></dt><dd>relativehumidity</dd><dt><span>unit :</span></dt><dd>%</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>2</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>refd_REFDisotherm_maxfcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-81d2ebe5-a4e9-4f8b-82ed-b1e9c72a3664' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-81d2ebe5-a4e9-4f8b-82ed-b1e9c72a3664' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0342e2d3-aa4e-4e19-a8ab-66d21dda07ed' class='xr-var-data-in' type='checkbox'><label for='data-0342e2d3-aa4e-4e19-a8ab-66d21dda07ed' 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>reflectivity</dd><dt><span>long_name :</span></dt><dd>reflectivity</dd><dt><span>unit :</span></dt><dd>dB</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>fixed_surface_type :</span></dt><dd>isothermal level</dd><dt><span>fixed_surface_value :</span></dt><dd>263</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd>maximum</dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTlfc_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9e2a908f-7eed-4d75-819f-dd4fc610a90d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9e2a908f-7eed-4d75-819f-dd4fc610a90d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-169702bf-c50e-4a47-b1ae-8bbc36780db3' class='xr-var-data-in' type='checkbox'><label for='data-169702bf-c50e-4a47-b1ae-8bbc36780db3' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>level of free convection</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vgrd_VGRDhag_fcst</span></div><div class='xr-var-dims'>(time, hag_0, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3275a7ef-22e7-4fe8-9e1a-18c26aea2428' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3275a7ef-22e7-4fe8-9e1a-18c26aea2428' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-089028af-ec01-4648-89eb-2da84418f670' class='xr-var-data-in' type='checkbox'><label for='data-089028af-ec01-4648-89eb-2da84418f670' 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>vcomponentwindspeed</dd><dt><span>long_name :</span></dt><dd>vcomponentwindspeed</dd><dt><span>unit :</span></dt><dd>ms-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>80</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[3810282 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rh_RHzero_deg_isotherm_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1fe4db1e-4fb6-441b-9cd3-c7135e724073' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1fe4db1e-4fb6-441b-9cd3-c7135e724073' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-39a005ac-d576-4401-bd13-095e4ad7e19e' class='xr-var-data-in' type='checkbox'><label for='data-39a005ac-d576-4401-bd13-095e4ad7e19e' 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>relativehumidity</dd><dt><span>long_name :</span></dt><dd>relativehumidity</dd><dt><span>unit :</span></dt><dd>%</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>level of 0oc isotherm</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hcdc</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-84a369b0-8feb-484f-91bb-aa084c368537' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-84a369b0-8feb-484f-91bb-aa084c368537' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-81370607-dc62-491f-8698-8f1332125957' class='xr-var-data-in' type='checkbox'><label for='data-81370607-dc62-491f-8698-8f1332125957' 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>highcloudcover</dd><dt><span>long_name :</span></dt><dd>highcloudcover</dd><dt><span>unit :</span></dt><dd>%</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>high cloud layer</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dpt_DPTisobar_fcst</span></div><div class='xr-var-dims'>(time, isobar_1, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-65d88bec-9735-445b-b77b-94b761f682b7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-65d88bec-9735-445b-b77b-94b761f682b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a5aad8d7-8a92-4950-9e70-196956d2fed9' class='xr-var-data-in' type='checkbox'><label for='data-a5aad8d7-8a92-4950-9e70-196956d2fed9' 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>dewpointtemperature</dd><dt><span>long_name :</span></dt><dd>dewpointtemperature</dd><dt><span>unit :</span></dt><dd>K</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>isobaric surface</dd><dt><span>fixed_surface_value :</span></dt><dd>100000</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[9525705 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTcld_ceiling_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e02d6a55-883a-4cf5-8d72-9c75955647ab' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e02d6a55-883a-4cf5-8d72-9c75955647ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e34c09da-db40-47b8-8eea-6251bcd88604' class='xr-var-data-in' type='checkbox'><label for='data-e34c09da-db40-47b8-8eea-6251bcd88604' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>cloud ceiling</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>csnow</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c50032e2-7994-473c-ab48-533c0a9e6cb6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c50032e2-7994-473c-ab48-533c0a9e6cb6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-92cd9201-e04c-4027-9728-237edadff53b' class='xr-var-data-in' type='checkbox'><label for='data-92cd9201-e04c-4027-9728-237edadff53b' 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>categoricalsnow</dd><dt><span>long_name :</span></dt><dd>categoricalsnow</dd><dt><span>unit :</span></dt><dd>BOOL</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>utsm</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-07fde9f2-3dbf-40a2-b49b-770d09d5443a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-07fde9f2-3dbf-40a2-b49b-770d09d5443a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ca8f00f6-8a61-4795-b403-957c060342e8' class='xr-var-data-in' type='checkbox'><label for='data-ca8f00f6-8a61-4795-b403-957c060342e8' 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>ucomponentstormmotion</dd><dt><span>long_name :</span></dt><dd>ucomponentstormmotion</dd><dt><span>unit :</span></dt><dd>ms-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>land</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0825b057-f9bf-4061-84a3-3e813172c3d9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0825b057-f9bf-4061-84a3-3e813172c3d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-242805b2-2f45-4bfe-9a47-7664672cf8d7' class='xr-var-data-in' type='checkbox'><label for='data-242805b2-2f45-4bfe-9a47-7664672cf8d7' 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>landcover</dd><dt><span>long_name :</span></dt><dd>landcover</dd><dt><span>unit :</span></dt><dd>proportion</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pres_PRESzero_deg_isotherm_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3b1d541f-0c8f-4ef7-8244-90a9e61abc94' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3b1d541f-0c8f-4ef7-8244-90a9e61abc94' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee9416fa-e5e8-450b-b877-04cad67d5db4' class='xr-var-data-in' type='checkbox'><label for='data-ee9416fa-e5e8-450b-b877-04cad67d5db4' 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>pressure</dd><dt><span>long_name :</span></dt><dd>pressure</dd><dt><span>unit :</span></dt><dd>pa</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>level of 0oc isotherm</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmp_TMPsfc_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-12f3320f-1712-488b-899f-98517a3dcc43' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-12f3320f-1712-488b-899f-98517a3dcc43' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01a16ed0-3a33-4109-b201-c701301bd94d' class='xr-var-data-in' type='checkbox'><label for='data-01a16ed0-3a33-4109-b201-c701301bd94d' 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>temperature</dd><dt><span>long_name :</span></dt><dd>temperature</dd><dt><span>unit :</span></dt><dd>K</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cicep</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ecc05149-0c14-410a-b8f3-72efd6b3f6b0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ecc05149-0c14-410a-b8f3-72efd6b3f6b0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9d6ab28e-22b3-4ec8-b7d8-d27a356f0f45' class='xr-var-data-in' type='checkbox'><label for='data-9d6ab28e-22b3-4ec8-b7d8-d27a356f0f45' 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>categoricalicepellets</dd><dt><span>long_name :</span></dt><dd>categoricalicepellets</dd><dt><span>unit :</span></dt><dd>BOOL</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ugrd_UGRDhag_fcst</span></div><div class='xr-var-dims'>(time, hag_0, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0d7080ce-1294-4d4b-a403-653830e4453d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0d7080ce-1294-4d4b-a403-653830e4453d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-766d952c-e828-448a-a99a-5e55609a6842' class='xr-var-data-in' type='checkbox'><label for='data-766d952c-e828-448a-a99a-5e55609a6842' 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>ucomponentwindspeed</dd><dt><span>long_name :</span></dt><dd>ucomponentwindspeed</dd><dt><span>unit :</span></dt><dd>ms-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>80</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[3810282 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>weasd_WEASDsfc_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f09de035-1cca-48c4-ad87-f4ae64f06895' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f09de035-1cca-48c4-ad87-f4ae64f06895' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8eb0276-c8ae-405e-82c0-2a46be2a41a4' class='xr-var-data-in' type='checkbox'><label for='data-a8eb0276-c8ae-405e-82c0-2a46be2a41a4' 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>waterequavalentsnowdepth</dd><dt><span>long_name :</span></dt><dd>waterequavalentsnowdepth</dd><dt><span>unit :</span></dt><dd>kgm-2</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gust</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dcf57163-673b-484c-9e3d-5b572b99c6fc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dcf57163-673b-484c-9e3d-5b572b99c6fc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3025e19e-a3a0-403d-b0dc-002331fa08ff' class='xr-var-data-in' type='checkbox'><label for='data-3025e19e-a3a0-403d-b0dc-002331fa08ff' 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>windgust</dd><dt><span>long_name :</span></dt><dd>windgust</dd><dt><span>unit :</span></dt><dd>ms-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vstm</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6929a9a4-efe7-40ad-950c-9f49555ac52d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6929a9a4-efe7-40ad-950c-9f49555ac52d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff0f5172-915f-4879-b3b1-21e4f8739a1b' class='xr-var-data-in' type='checkbox'><label for='data-ff0f5172-915f-4879-b3b1-21e4f8739a1b' 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>vcomponentstormmotion</dd><dt><span>long_name :</span></dt><dd>vcomponentstormmotion</dd><dt><span>unit :</span></dt><dd>ms-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pres_PRESclt_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5a0f64ef-cbe7-429b-b38a-ca2c298162e9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5a0f64ef-cbe7-429b-b38a-ca2c298162e9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-092558d3-d3d5-4caf-b11d-c68747ef17c2' class='xr-var-data-in' type='checkbox'><label for='data-092558d3-d3d5-4caf-b11d-c68747ef17c2' 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>pressure</dd><dt><span>long_name :</span></dt><dd>pressure</dd><dt><span>unit :</span></dt><dd>pa</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>cloud tops level</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>icec</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f07277f2-0960-4f6a-9e91-89ecfa4dae6d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f07277f2-0960-4f6a-9e91-89ecfa4dae6d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4721c9f8-4b3a-4530-a520-1d53f11fecda' class='xr-var-data-in' type='checkbox'><label for='data-4721c9f8-4b3a-4530-a520-1d53f11fecda' 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>icecover</dd><dt><span>long_name :</span></dt><dd>icecover</dd><dt><span>unit :</span></dt><dd>porportion</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTclb_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0c34c17a-d5d8-4766-bae9-bed6bc686b46' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0c34c17a-d5d8-4766-bae9-bed6bc686b46' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bc37c858-c263-417e-a9f1-92707ad9d10f' class='xr-var-data-in' type='checkbox'><label for='data-bc37c858-c263-417e-a9f1-92707ad9d10f' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>cloud base level</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pres_PREShtfl_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-61f90bc8-ad6f-4c10-a117-8282354cc581' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-61f90bc8-ad6f-4c10-a117-8282354cc581' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40f36bcf-90e9-48ab-aafa-ef03c519c53b' class='xr-var-data-in' type='checkbox'><label for='data-40f36bcf-90e9-48ab-aafa-ef03c519c53b' 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>pressure</dd><dt><span>long_name :</span></dt><dd>pressure</dd><dt><span>unit :</span></dt><dd>pa</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>highest tropospheric freezing level</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cfrzr</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1b507d3d-243e-4bb9-a7b0-39239a240b21' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1b507d3d-243e-4bb9-a7b0-39239a240b21' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e31d3d5-5703-44f9-9bc9-cd0d9d0e8520' class='xr-var-data-in' type='checkbox'><label for='data-8e31d3d5-5703-44f9-9bc9-cd0d9d0e8520' 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>categoricalfreezingrain</dd><dt><span>long_name :</span></dt><dd>categoricalfreezingrain</dd><dt><span>unit :</span></dt><dd>BOOL</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmp_TMPhag_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-95bc77d6-a82b-45da-a8ee-d2ca701b0fa0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-95bc77d6-a82b-45da-a8ee-d2ca701b0fa0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff209d1e-7597-4648-a3de-7c64c442c6fd' class='xr-var-data-in' type='checkbox'><label for='data-ff209d1e-7597-4648-a3de-7c64c442c6fd' 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>temperature</dd><dt><span>long_name :</span></dt><dd>temperature</dd><dt><span>unit :</span></dt><dd>K</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>2</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dpt_DPThag_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ecfae05a-3bad-4a43-82f6-148597190a47' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ecfae05a-3bad-4a43-82f6-148597190a47' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5288d7a8-a3e7-4c9f-bb9f-16f46611498a' class='xr-var-data-in' type='checkbox'><label for='data-5288d7a8-a3e7-4c9f-bb9f-16f46611498a' 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>dewpointtemperature</dd><dt><span>long_name :</span></dt><dd>dewpointtemperature</dd><dt><span>unit :</span></dt><dd>K</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>2</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frozr</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4efa97a8-fc4b-4a45-ac9a-5d8fa22b6478' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4efa97a8-fc4b-4a45-ac9a-5d8fa22b6478' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6a356ed-b544-46e1-98a7-04395082353e' class='xr-var-data-in' type='checkbox'><label for='data-a6a356ed-b544-46e1-98a7-04395082353e' 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>frozenrain</dd><dt><span>long_name :</span></dt><dd>frozenrain</dd><dt><span>unit :</span></dt><dd>kgm-2</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd>accumulation</dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTsfc_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-907a4b54-a274-4d20-a6a9-1efffb70aeeb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-907a4b54-a274-4d20-a6a9-1efffb70aeeb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-688446e4-5e14-4b5f-a18a-2c6836bd824c' class='xr-var-data-in' type='checkbox'><label for='data-688446e4-5e14-4b5f-a18a-2c6836bd824c' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tcdc_TCDCatm_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c9c461be-de0a-4f06-85b9-5d9666830ed2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9c461be-de0a-4f06-85b9-5d9666830ed2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e6f590a-359c-408c-b4d6-4844c411d292' class='xr-var-data-in' type='checkbox'><label for='data-3e6f590a-359c-408c-b4d6-4844c411d292' 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>totalcloudcover</dd><dt><span>long_name :</span></dt><dd>totalcloudcover</dd><dt><span>unit :</span></dt><dd>%</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>entire atmosphere</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mcdc</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5d4417ca-b853-45f4-88e6-8027a0bd3609' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5d4417ca-b853-45f4-88e6-8027a0bd3609' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-642661b8-a444-43cb-a6df-f22f0da3feae' class='xr-var-data-in' type='checkbox'><label for='data-642661b8-a444-43cb-a6df-f22f0da3feae' 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>mediumcloudcover</dd><dt><span>long_name :</span></dt><dd>mediumcloudcover</dd><dt><span>unit :</span></dt><dd>%</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>middle cloud layer</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-719aab31-c90c-49ed-8655-15757de70bdb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-719aab31-c90c-49ed-8655-15757de70bdb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15e646e6-44d1-417a-9970-1964b57571a2' class='xr-var-data-in' type='checkbox'><label for='data-15e646e6-44d1-417a-9970-1964b57571a2' 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>windspeed</dd><dt><span>long_name :</span></dt><dd>windspeed</dd><dt><span>unit :</span></dt><dd>ms-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>10</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd>maximum</dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTisobar_fcst</span></div><div class='xr-var-dims'>(time, isobar_2, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-280d2377-7d14-4217-b64b-c262aa52436d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-280d2377-7d14-4217-b64b-c262aa52436d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de3d7740-d19f-48d5-ae0a-070b71b163f0' class='xr-var-data-in' type='checkbox'><label for='data-de3d7740-d19f-48d5-ae0a-070b71b163f0' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>isobaric surface</dd><dt><span>fixed_surface_value :</span></dt><dd>85000</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[7620564 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tcdc_TCDCbndry_cloud_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2b163fa1-926e-4962-b0e2-f505ace5e499' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2b163fa1-926e-4962-b0e2-f505ace5e499' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9aedf04c-9c2d-4e85-bbe9-ed8d2d534f32' class='xr-var-data-in' type='checkbox'><label for='data-9aedf04c-9c2d-4e85-bbe9-ed8d2d534f32' 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>totalcloudcover</dd><dt><span>long_name :</span></dt><dd>totalcloudcover</dd><dt><span>unit :</span></dt><dd>%</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>boundary layer cloud layer</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>retop</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-26f263c8-3a17-4dcc-8847-8ed52ef1004f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-26f263c8-3a17-4dcc-8847-8ed52ef1004f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59dcde36-c1d0-4ac5-8e87-cf23235833fa' class='xr-var-data-in' type='checkbox'><label for='data-59dcde36-c1d0-4ac5-8e87-cf23235833fa' 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>echotop</dd><dt><span>long_name :</span></dt><dd>echotop</dd><dt><span>unit :</span></dt><dd>m</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>cloud tops level</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>refd_REFDhag_fcst</span></div><div class='xr-var-dims'>(time, hag_1, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-93b3aa74-6d5e-48cb-a222-aa449b66e532' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-93b3aa74-6d5e-48cb-a222-aa449b66e532' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f3f7b82-eb2e-49c7-b622-71990ebe06e7' class='xr-var-data-in' type='checkbox'><label for='data-6f3f7b82-eb2e-49c7-b622-71990ebe06e7' 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>reflectivity</dd><dt><span>long_name :</span></dt><dd>reflectivity</dd><dt><span>unit :</span></dt><dd>dB</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>specific height level above ground</dd><dt><span>fixed_surface_value :</span></dt><dd>1000</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[3810282 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTeqm_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e6ce59a3-2455-4c41-b47e-059c89ef69e2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e6ce59a3-2455-4c41-b47e-059c89ef69e2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d9d828d-fa7c-4219-b8c0-3d98ae27defc' class='xr-var-data-in' type='checkbox'><label for='data-3d9d828d-fa7c-4219-b8c0-3d98ae27defc' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>equilibrium level</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>crain</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3aa2cf48-1aa1-438a-bf4e-b6d5002f3e7a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3aa2cf48-1aa1-438a-bf4e-b6d5002f3e7a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a56c830a-28da-41a8-aa9e-d3075cddf098' class='xr-var-data-in' type='checkbox'><label for='data-a56c830a-28da-41a8-aa9e-d3075cddf098' 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>categoricalrain</dd><dt><span>long_name :</span></dt><dd>categoricalrain</dd><dt><span>unit :</span></dt><dd>BOOL</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTisotherm_fcst</span></div><div class='xr-var-dims'>(time, isotherm, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4eed2123-73db-47b8-b240-f5028ef95e5c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4eed2123-73db-47b8-b240-f5028ef95e5c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01ecf11c-c311-4a31-ab43-a65d1e1737ba' class='xr-var-data-in' type='checkbox'><label for='data-01ecf11c-c311-4a31-ab43-a65d1e1737ba' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>isothermal level</dd><dt><span>fixed_surface_value :</span></dt><dd>263</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[3810282 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lcdc</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2b85fa63-b993-41c2-b760-e7e043370cf6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2b85fa63-b993-41c2-b760-e7e043370cf6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c1d22d0b-8033-4a10-9899-fc95bbf6e8e0' class='xr-var-data-in' type='checkbox'><label for='data-c1d22d0b-8033-4a10-9899-fc95bbf6e8e0' 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>lowcloudcover</dd><dt><span>long_name :</span></dt><dd>lowcloudcover</dd><dt><span>unit :</span></dt><dd>%</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>low cloud layer</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hgt_HGTclt_fcst</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-428292f9-b88c-43f7-a463-ae72c5ce7ccc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-428292f9-b88c-43f7-a463-ae72c5ce7ccc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2787233b-51fd-48ee-a80f-16b2ac28d876' class='xr-var-data-in' type='checkbox'><label for='data-2787233b-51fd-48ee-a80f-16b2ac28d876' 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>geopotentialheight</dd><dt><span>long_name :</span></dt><dd>geopotentialheight</dd><dt><span>unit :</span></dt><dd>gpm</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>cloud tops level</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_1&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>apcp</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b611aaa9-c13b-4ad9-8a57-93ef841af810' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b611aaa9-c13b-4ad9-8a57-93ef841af810' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a9e12fd-875d-4eb6-81fa-eced1ec62542' class='xr-var-data-in' type='checkbox'><label for='data-2a9e12fd-875d-4eb6-81fa-eced1ec62542' 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>totalprecipitation</dd><dt><span>long_name :</span></dt><dd>totalprecipitation</dd><dt><span>unit :</span></dt><dd>kgm-2</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd>accumulation</dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>prate</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a438a089-2532-4f4d-b204-fc3793ee1dc3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a438a089-2532-4f4d-b204-fc3793ee1dc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b9239fda-1132-488a-9933-0d411afb6935' class='xr-var-data-in' type='checkbox'><label for='data-b9239fda-1132-488a-9933-0d411afb6935' 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>precipitationrate</dd><dt><span>long_name :</span></dt><dd>precipitationrate</dd><dt><span>unit :</span></dt><dd>kgm-2s-1</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd></dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd></dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lon_0&#x27;: 262.5, &#x27;lat_0&#x27;: 38.5, &#x27;lat_2&#x27;: 38.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frzr</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b969532a-faf8-4e72-b8f3-d1f199bbe0e4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b969532a-faf8-4e72-b8f3-d1f199bbe0e4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45b3227e-56fd-4aa1-a147-78b11e74e39f' class='xr-var-data-in' type='checkbox'><label for='data-45b3227e-56fd-4aa1-a147-78b11e74e39f' 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>freezingrain</dd><dt><span>long_name :</span></dt><dd>freezingrain</dd><dt><span>unit :</span></dt><dd>kgm-2</dd><dt><span>coordinates :</span></dt><dd>latitude longitude</dd><dt><span>reference_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>forecast_date :</span></dt><dd>2023-07-22T06:00:00+00:00</dd><dt><span>time_interval_end :</span></dt><dd>2023-07-22T07:00:00+00:00</dd><dt><span>fixed_surface_type :</span></dt><dd>ground or water surface</dd><dt><span>fixed_surface_value :</span></dt><dd>0</dd><dt><span>generating_process :</span></dt><dd>forecast</dd><dt><span>statistical_process :</span></dt><dd>accumulation</dd><dt><span>proj_params :</span></dt><dd>{&#x27;proj&#x27;: &#x27;lcc&#x27;, &#x27;lat_2&#x27;: 38.5, &#x27;lat_0&#x27;: 38.5, &#x27;lon_0&#x27;: 262.5, &#x27;lat_1&#x27;: 38.5}</dd><dt><span>crs :</span></dt><dd>+proj=lcc lon_0=262.5 lat_0=38.5 lat_1=38.5 lat_2=38.5</dd></dl></div><div class='xr-var-data'><pre>[1905141 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d9a4dc99-4659-4735-bcfa-5903f6d2a381' class='xr-section-summary-in' type='checkbox'  ><label for='section-d9a4dc99-4659-4735-bcfa-5903f6d2a381' class='xr-section-summary' >Indexes: <span>(9)</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-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d7c273c0-7e43-410e-8f56-972b8a6cd689' class='xr-index-data-in' type='checkbox'/><label for='index-d7c273c0-7e43-410e-8f56-972b8a6cd689' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2023-07-22 07:00:00&#x27;], dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>isotherm</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-5b63587c-6b09-4769-9894-4a89ac380d81' class='xr-index-data-in' type='checkbox'/><label for='index-5b63587c-6b09-4769-9894-4a89ac380d81' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([253.0, 263.0], dtype=&#x27;float64&#x27;, name=&#x27;isotherm&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>isobar_0</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f3dc1fd4-28d7-4f46-b6c7-ebaf0e07ada8' class='xr-index-data-in' type='checkbox'/><label for='index-f3dc1fd4-28d7-4f46-b6c7-ebaf0e07ada8' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([25000.0, 30000.0, 50000.0, 70000.0, 85000.0, 92500.0, 100000.0], dtype=&#x27;float64&#x27;, name=&#x27;isobar_0&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>isobar_1</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-bda783a7-321b-4ace-bb7f-c92225f56e2f' class='xr-index-data-in' type='checkbox'/><label for='index-bda783a7-321b-4ace-bb7f-c92225f56e2f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([50000.0, 70000.0, 85000.0, 92500.0, 100000.0], dtype=&#x27;float64&#x27;, name=&#x27;isobar_1&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>isobar_2</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-09b43b9c-3afc-4e96-882d-5e57f9b35cc9' class='xr-index-data-in' type='checkbox'/><label for='index-09b43b9c-3afc-4e96-882d-5e57f9b35cc9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([50000.0, 70000.0, 85000.0, 100000.0], dtype=&#x27;float64&#x27;, name=&#x27;isobar_2&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>hag_0</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-cf8a0b66-a0e6-4ca5-a34c-997795e2765f' class='xr-index-data-in' type='checkbox'/><label for='index-cf8a0b66-a0e6-4ca5-a34c-997795e2765f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([10.0, 80.0], dtype=&#x27;float64&#x27;, name=&#x27;hag_0&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>hag_1</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-08c5792f-bb4f-4c75-a329-b48276cf78a2' class='xr-index-data-in' type='checkbox'/><label for='index-08c5792f-bb4f-4c75-a329-b48276cf78a2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([1000.0, 4000.0], dtype=&#x27;float64&#x27;, name=&#x27;hag_1&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>y</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-dd34cbee-4334-4fc1-889a-041c9eaee9da' class='xr-index-data-in' type='checkbox'/><label for='index-dd34cbee-4334-4fc1-889a-041c9eaee9da' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([-1580581.3368766531, -1577581.3368766531, -1574581.3368766531,\n",
       "              -1571581.3368766531, -1568581.3368766531, -1565581.3368766531,\n",
       "              -1562581.3368766531, -1559581.3368766531, -1556581.3368766531,\n",
       "              -1553581.3368766531,\n",
       "              ...\n",
       "               1566418.6631233469,  1569418.6631233469,  1572418.6631233469,\n",
       "               1575418.6631233469,  1578418.6631233469,  1581418.6631233469,\n",
       "               1584418.6631233469,  1587418.6631233469,  1590418.6631233469,\n",
       "               1593418.6631233469],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;y&#x27;, length=1059))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>x</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-9a0bb7e3-f028-40a5-b419-f95e16659156' class='xr-index-data-in' type='checkbox'/><label for='index-9a0bb7e3-f028-40a5-b419-f95e16659156' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([-2701000.130325057, -2698000.130325057, -2695000.130325057,\n",
       "              -2692000.130325057, -2689000.130325057, -2686000.130325057,\n",
       "              -2683000.130325057, -2680000.130325057, -2677000.130325057,\n",
       "              -2674000.130325057,\n",
       "              ...\n",
       "               2665999.869674943,  2668999.869674943,  2671999.869674943,\n",
       "               2674999.869674943,  2677999.869674943,  2680999.869674943,\n",
       "               2683999.869674943,  2686999.869674943,  2689999.869674943,\n",
       "               2692999.869674943],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;x&#x27;, length=1799))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3f262122-e8b7-4d64-aaaa-e63cc3213e7f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3f262122-e8b7-4d64-aaaa-e63cc3213e7f' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>meta :</span></dt><dd>Generated with gribberishpy</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:                                    (time: 1, y: 1059, x: 1799,\n",
       "                                                isobar_0: 7, isobar_1: 5,\n",
       "                                                hag_0: 2, isobar_2: 4,\n",
       "                                                hag_1: 2, isotherm: 2)\n",
       "Coordinates:\n",
       "  * time                                       (time) datetime64[ns] 2023-07-...\n",
       "  * isotherm                                   (isotherm) float64 253.0 263.0\n",
       "  * isobar_0                                   (isobar_0) float64 2.5e+04 ......\n",
       "  * isobar_1                                   (isobar_1) float64 5e+04 ... 1...\n",
       "  * isobar_2                                   (isobar_2) float64 5e+04 ... 1...\n",
       "  * hag_0                                      (hag_0) float64 10.0 80.0\n",
       "  * hag_1                                      (hag_1) float64 1e+03 4e+03\n",
       "  * y                                          (y) float64 -1.581e+06 ... 1.5...\n",
       "  * x                                          (x) float64 -2.701e+06 ... 2.6...\n",
       "    latitude                                   (y, x) float64 ...\n",
       "    longitude                                  (y, x) float64 ...\n",
       "Data variables: (12/60)\n",
       "    pot                                        (time, y, x) float64 ...\n",
       "    pres_PRESsfc_fcst                          (time, y, x) float64 ...\n",
       "    pwat                                       (time, y, x) float64 ...\n",
       "    hgt_HGTzero_deg_isotherm_fcst              (time, y, x) float64 ...\n",
       "    hgt_HGTadiabatic_condensation_lifted_fcst  (time, y, x) float64 ...\n",
       "    hgt_HGThtfl_fcst                           (time, y, x) float64 ...\n",
       "    ...                                         ...\n",
       "    hgt_HGTisotherm_fcst                       (time, isotherm, y, x) float64 ...\n",
       "    lcdc                                       (time, y, x) float64 ...\n",
       "    hgt_HGTclt_fcst                            (time, y, x) float64 ...\n",
       "    apcp                                       (time, y, x) float64 ...\n",
       "    prate                                      (time, y, x) float64 ...\n",
       "    frzr                                       (time, y, x) float64 ...\n",
       "Attributes:\n",
       "    meta:     Generated with gribberishpy"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import cf_xarray\n",
    "import gribberish\n",
    "import xarray as xr\n",
    "\n",
    "ds = xr.open_dataset('./hrrr.t06z.wrfsfcf01.grib2', engine='gribberish')\n",
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 607 ms, sys: 59.1 ms, total: 666 ms\n",
      "Wall time: 694 ms\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x157ad9850>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%time\n",
    "ds.wind.cf.isel(time=0).plot(x='longitude', y='latitude')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyproj\n",
    "to_xy = pyproj.Transformer.from_crs('epsg:4326', ds.wind.crs, always_xy=True).transform"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "41.41992272540395\n",
      "-71.47008808568133\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "array([0.])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lat, lng = 41.42717976016072, -71.462122760827\n",
    "\n",
    "x_sel, y_sel = to_xy(lng, lat)\n",
    "\n",
    "lat_selected = ds['latitude'].sel(x=x_sel, y=y_sel, method='nearest')\n",
    "print(lat_selected.values)\n",
    "\n",
    "lng_selected = ds['longitude'].sel(x=x_sel, y=y_sel, method='nearest')\n",
    "print(lng_selected.values)\n",
    "\n",
    "selected = ds.prate.sel(x=x_sel, y=y_sel, method='nearest')\n",
    "selected.values"
   ]
  }
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