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<section id="satellite-imagery">
<h1>Satellite Imagery<a class="headerlink" href="#satellite-imagery" title="Permalink to this heading"></a></h1>
<p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/website/examples/notebooks/Satellite_Imagery.ipynb">Notebook</a>
Python-AWIPS Tutorial Notebook</p>
<hr class="docutils" />
<section id="objectives">
<h2>Objectives<a class="headerlink" href="#objectives" title="Permalink to this heading"></a></h2>
<ul class="simple">
<li><p>Use python-awips to connect to an EDEX server</p></li>
<li><p>Investigate available satellite imagery</p></li>
<li><p>Define and filter request specifically for GOES mesoscale imagery</p></li>
<li><p>Access satellite data in gridded format</p></li>
<li><p>Create rendered images using <a class="reference external" href="https://matplotlib.org">Matplotlib</a></p></li>
</ul>
<hr class="docutils" />
<section id="table-of-contents">
<h3>Table of Contents<a class="headerlink" href="#table-of-contents" title="Permalink to this heading"></a></h3>
<div class="line-block">
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#imports">1
Imports</a></div>
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#edex-connection">2 EDEX
Connection</a></div>
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#function-make-map">3 Function:
make_map()</a></div>
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#investigate-available-data">4 Investigate Available
Data</a></div>
<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#sources">4.1
Sources</a></div>
<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#physical-elements">4.2 Physical
Elements</a></div>
<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#creating-entities">4.3 Creating
Entities</a></div>
<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#sectors">4.4
Sectors</a></div>
<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#all-products">4.5 All
Products</a></div>
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#render-goes-east-mesoscale-sectors">5 Render GOES East Mesoscale
Sectors</a></div>
<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#see-also">6 See
Also</a></div>
<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#related-notebooks">6.1 Related
Notebooks</a></div>
<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#additional-documentation">6.2 Additional
Documentation</a></div>
</div>
</section>
<section id="imports">
<h3>1 Imports<a class="headerlink" href="#imports" title="Permalink to this heading"></a></h3>
<p>The imports below are used throughout the notebook. Note the first
import is coming directly from python-awips and allows us to connect to
an EDEX server. The subsequent imports are for data manipulation and
visualization.</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">awips.dataaccess</span> <span class="kn">import</span> <span class="n">DataAccessLayer</span>
<span class="kn">import</span> <span class="nn">cartopy.crs</span> <span class="k">as</span> <span class="nn">ccrs</span>
<span class="kn">import</span> <span class="nn">cartopy.feature</span> <span class="k">as</span> <span class="nn">cfeat</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">from</span> <span class="nn">cartopy.mpl.gridliner</span> <span class="kn">import</span> <span class="n">LONGITUDE_FORMATTER</span><span class="p">,</span> <span class="n">LATITUDE_FORMATTER</span>
<span class="kn">import</span> <span class="nn">datetime</span>
</pre></div>
</div>
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
</section>
<hr class="docutils" />
<section id="edex-connection">
<h3>2 EDEX Connection<a class="headerlink" href="#edex-connection" title="Permalink to this heading"></a></h3>
<p>First we establish a connection to Unidata’s public EDEX server. With
that connection made, we can create a <a class="reference external" href="http://unidata.github.io/python-awips/api/IDataRequest.html">new data request
object</a>
and set the data type to <strong>satellite</strong>.</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create an EDEX data request</span>
<span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">changeEDEXHost</span><span class="p">(</span><span class="s2">&quot;edex-cloud.unidata.ucar.edu&quot;</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">newDataRequest</span><span class="p">()</span>
<span class="n">request</span><span class="o">.</span><span class="n">setDatatype</span><span class="p">(</span><span class="s2">&quot;satellite&quot;</span><span class="p">)</span>
</pre></div>
</div>
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
</section>
<hr class="docutils" />
<section id="function-make-map">
<h3>3 Function: make_map()<a class="headerlink" href="#function-make-map" title="Permalink to this heading"></a></h3>
<p>In order to plot more than one image, it’s easiest to define common
logic in a function. Here, a new function called <strong>make_map</strong> is
defined. This function uses the <a class="reference external" href="https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.html">matplotlib.pyplot package
(plt)</a>
to create a figure and axis. The coastlines (continental boundaries) are
added, along with lat/lon grids.</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">make_map</span><span class="p">(</span><span class="n">bbox</span><span class="p">,</span> <span class="n">projection</span><span class="o">=</span><span class="n">ccrs</span><span class="o">.</span><span class="n">PlateCarree</span><span class="p">()):</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span><span class="mi">12</span><span class="p">),</span>
<span class="n">subplot_kw</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">projection</span><span class="o">=</span><span class="n">projection</span><span class="p">))</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_extent</span><span class="p">(</span><span class="n">bbox</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">coastlines</span><span class="p">(</span><span class="n">resolution</span><span class="o">=</span><span class="s1">&#39;50m&#39;</span><span class="p">)</span>
<span class="n">gl</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">gridlines</span><span class="p">(</span><span class="n">draw_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">gl</span><span class="o">.</span><span class="n">top_labels</span> <span class="o">=</span> <span class="n">gl</span><span class="o">.</span><span class="n">right_labels</span> <span class="o">=</span> <span class="kc">False</span>
<span class="n">gl</span><span class="o">.</span><span class="n">xformatter</span> <span class="o">=</span> <span class="n">LONGITUDE_FORMATTER</span>
<span class="n">gl</span><span class="o">.</span><span class="n">yformatter</span> <span class="o">=</span> <span class="n">LATITUDE_FORMATTER</span>
<span class="k">return</span> <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span>
</pre></div>
</div>
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
</section>
<hr class="docutils" />
<section id="investigate-available-data">
<h3>4 Investigate Available Data<a class="headerlink" href="#investigate-available-data" title="Permalink to this heading"></a></h3>
<p>To see what data are all available, let’s look at which optional
identifiers satellite data uses.</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Get optional identifiers for satellite datatype</span>
<span class="n">identifiers</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getOptionalIdentifiers</span><span class="p">(</span><span class="n">request</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Available Identifiers:&quot;</span><span class="p">)</span>
<span class="k">for</span> <span class="nb">id</span> <span class="ow">in</span> <span class="n">identifiers</span><span class="p">:</span>
<span class="k">if</span> <span class="nb">id</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;datauri&#39;</span><span class="p">:</span>
<span class="k">continue</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot; - &quot;</span> <span class="o">+</span> <span class="nb">id</span><span class="p">)</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Available</span> <span class="n">Identifiers</span><span class="p">:</span>
<span class="o">-</span> <span class="n">source</span>
<span class="o">-</span> <span class="n">physicalElement</span>
<span class="o">-</span> <span class="n">creatingEntity</span>
<span class="o">-</span> <span class="n">sectorID</span>
</pre></div>
</div>
<section id="sources">
<h4>4.1 Sources<a class="headerlink" href="#sources" title="Permalink to this heading"></a></h4>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Show available sources</span>
<span class="n">identifier</span> <span class="o">=</span> <span class="s2">&quot;source&quot;</span>
<span class="n">sources</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getIdentifierValues</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">identifier</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">identifier</span> <span class="o">+</span> <span class="s2">&quot;:&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">sources</span><span class="p">))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">source</span><span class="p">:</span>
<span class="p">[</span><span class="s1">&#39;GTDO1&#39;</span><span class="p">,</span> <span class="s1">&#39;RAMMB&#39;</span><span class="p">,</span> <span class="s1">&#39;WCDAS&#39;</span><span class="p">,</span> <span class="s1">&#39;RBU&#39;</span><span class="p">,</span> <span class="s1">&#39;UCAR&#39;</span><span class="p">,</span> <span class="s1">&#39;NSOF&#39;</span><span class="p">,</span> <span class="s1">&#39;McIDAS&#39;</span><span class="p">]</span>
</pre></div>
</div>
</section>
<section id="physical-elements">
<h4>4.2 Physical Elements<a class="headerlink" href="#physical-elements" title="Permalink to this heading"></a></h4>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Show available physicalElements</span>
<span class="n">identifier</span> <span class="o">=</span> <span class="s2">&quot;physicalElement&quot;</span>
<span class="n">elements</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getIdentifierValues</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">identifier</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">identifier</span> <span class="o">+</span> <span class="s2">&quot;:&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">elements</span><span class="p">))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">physicalElement</span><span class="p">:</span>
<span class="p">[</span><span class="s1">&#39;Imager 6.7-6.5 micron IR (WV)&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-02-0.64um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-151.30hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CTT&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-07-3.90um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-878.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-706.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-12-9.61um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-496.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;SI&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-06-2.25um&#39;</span><span class="p">,</span> <span class="s1">&#39;NTP&#39;</span><span class="p">,</span> <span class="s1">&#39;DVL&#39;</span><span class="p">,</span> <span class="s1">&#39;CL&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-71.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;DustLow&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-931.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-103.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;LI&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-555.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;Imager 12 micron IR&#39;</span><span class="p">,</span> <span class="s1">&#39;IceTemp&#39;</span><span class="p">,</span> <span class="s1">&#39;CF2&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-729.90hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-407.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CAPE&#39;</span><span class="p">,</span> <span class="s1">&#39;HHC&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-1014.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-535.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-777.80hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-535.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-904.90hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-10-7.34um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-1014.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;ACTP&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-661.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;IceAge3&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-9.51hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Flash_Extent_Density&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Flash_Extent_Density_w5u1&#39;</span><span class="p">,</span> <span class="s1">&#39;CF3&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-852.80hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CSM&#39;</span><span class="p">,</span> <span class="s1">&#39;TT&#39;</span><span class="p">,</span> <span class="s1">&#39;IceAge8&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-706.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Minimum_Flash_Area_w5u1&#39;</span><span class="p">,</span> <span class="s1">&#39;SmokeMed&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-09-6.95um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-753.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-878.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-459.70hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;DustMed&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-103.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-08-6.19um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-151.30hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-575.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-407.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-661.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-777.80hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;FDC Temp&#39;</span><span class="p">,</span> <span class="s1">&#39;DHR&#39;</span><span class="p">,</span> <span class="s1">&#39;IceMask&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Total_Optical_Energy_w5u1_tile&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-15-12.30um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-29.12hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;MVFR_Fog_Prob&#39;</span><span class="p">,</span> <span class="s1">&#39;CF5&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-359.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-827.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-986.10hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CTH&#39;</span><span class="p">,</span> <span class="s1">&#39;SSTF&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-201.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-300.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;FDC Power&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-852.80hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-575.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-13-10.35um&#39;</span><span class="p">,</span> <span class="s1">&#39;Fog_Depth&#39;</span><span class="p">,</span> <span class="s1">&#39;TCF&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-04-1.38um&#39;</span><span class="p">,</span> <span class="s1">&#39;DustHigh&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-683.70hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;Imager Visible&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Minimum_Flash_Area&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-729.90hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;IFR_Fog_Prob&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-958.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-753.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-931.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-555.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-05-1.61um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-201.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;RRQPE&#39;</span><span class="p">,</span> <span class="s1">&#39;LST&#39;</span><span class="p">,</span> <span class="s1">&#39;AOD&#39;</span><span class="p">,</span> <span class="s1">&#39;FSC&#39;</span><span class="p">,</span> <span class="s1">&#39;COD&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-827.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;IceThickness&#39;</span><span class="p">,</span> <span class="s1">&#39;N1P&#39;</span><span class="p">,</span> <span class="s1">&#39;LIFR_Fog_Prob&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-596.30hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-496.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;TPW&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-904.90hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-683.70hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-802.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-958.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-596.30hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;Fire_Mask&#39;</span><span class="p">,</span> <span class="s1">&#39;FDC Area&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-11-8.50um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-51.53hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;EET&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-247.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-802.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CTP&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-01-0.47um&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-16-13.30um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-617.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-51.53hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;SST&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-617.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CF1&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Total_Optical_Energy_tile&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-9.51hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-247.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CF4&#39;</span><span class="p">,</span> <span class="s1">&#39;Imager 3.5-4.0 micron IR (Fog)&#39;</span><span class="p">,</span> <span class="s1">&#39;IceConc&#39;</span><span class="p">,</span> <span class="s1">&#39;SmokeHigh&#39;</span><span class="p">,</span> <span class="s1">&#39;KI&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-300.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-20.92hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-359.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;Imager 11 micron IR&#39;</span><span class="p">,</span> <span class="s1">&#39;SmokeLow&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-20.92hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-29.12hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-459.70hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-03-0.87um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-71.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-14-11.20um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-986.10hPa&#39;</span><span class="p">]</span>
</pre></div>
</div>
</section>
<section id="creating-entities">
<h4>4.3 Creating Entities<a class="headerlink" href="#creating-entities" title="Permalink to this heading"></a></h4>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Show available creatingEntities</span>
<span class="n">identifier</span> <span class="o">=</span> <span class="s2">&quot;creatingEntity&quot;</span>
<span class="n">creatingEntities</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getIdentifierValues</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">identifier</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">identifier</span> <span class="o">+</span> <span class="s2">&quot;:&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">creatingEntities</span><span class="p">))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">creatingEntity</span><span class="p">:</span>
<span class="p">[</span><span class="s1">&#39;GOES-18&#39;</span><span class="p">,</span> <span class="s1">&#39;GEOCOLR&#39;</span><span class="p">,</span> <span class="s1">&#39;GOES-16&#39;</span><span class="p">,</span> <span class="s1">&#39;NEXRCOMP&#39;</span><span class="p">,</span> <span class="s1">&#39;UNIWISC&#39;</span><span class="p">,</span> <span class="s1">&#39;CLDSNOW&#39;</span><span class="p">,</span> <span class="s1">&#39;DBRDUST&#39;</span><span class="p">]</span>
</pre></div>
</div>
</section>
<section id="sectors">
<h4>4.4 Sectors<a class="headerlink" href="#sectors" title="Permalink to this heading"></a></h4>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Show available sectorIDs</span>
<span class="n">identifier</span> <span class="o">=</span> <span class="s2">&quot;sectorID&quot;</span>
<span class="n">sectorIDs</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getIdentifierValues</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">identifier</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">identifier</span> <span class="o">+</span> <span class="s2">&quot;:&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">sectorIDs</span><span class="p">))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">sectorID</span><span class="p">:</span>
<span class="p">[</span><span class="s1">&#39;EMESO-2&#39;</span><span class="p">,</span> <span class="s1">&#39;WCONUS&#39;</span><span class="p">,</span> <span class="s1">&#39;AKREGI&#39;</span><span class="p">,</span> <span class="s1">&#39;WMESO-1&#39;</span><span class="p">,</span> <span class="s1">&#39;WMESO-2&#39;</span><span class="p">,</span> <span class="s1">&#39;WFD&#39;</span><span class="p">,</span> <span class="s1">&#39;NEXRCOMP&#39;</span><span class="p">,</span> <span class="s1">&#39;ECONUS&#39;</span><span class="p">,</span> <span class="s1">&#39;AREA3100&#39;</span><span class="p">,</span> <span class="s1">&#39;Antarctic&#39;</span><span class="p">,</span> <span class="s1">&#39;PRREGI&#39;</span><span class="p">,</span> <span class="s1">&#39;EMESO-1&#39;</span><span class="p">,</span> <span class="s1">&#39;AREA3101&#39;</span><span class="p">,</span> <span class="s1">&#39;AREA0700&#39;</span><span class="p">,</span> <span class="s1">&#39;Arctic&#39;</span><span class="p">,</span> <span class="s1">&#39;AREA0600&#39;</span><span class="p">,</span> <span class="s1">&#39;EFD&#39;</span><span class="p">]</span>
</pre></div>
</div>
</section>
<section id="all-products">
<h4>4.5 All Products<a class="headerlink" href="#all-products" title="Permalink to this heading"></a></h4>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Construct a full satellite product tree</span>
<span class="k">for</span> <span class="n">entity</span> <span class="ow">in</span> <span class="n">creatingEntities</span><span class="p">:</span>
<span class="nb">print</span><span class="p">(</span><span class="n">entity</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">newDataRequest</span><span class="p">(</span><span class="s2">&quot;satellite&quot;</span><span class="p">)</span>
<span class="n">request</span><span class="o">.</span><span class="n">addIdentifier</span><span class="p">(</span><span class="s2">&quot;creatingEntity&quot;</span><span class="p">,</span> <span class="n">entity</span><span class="p">)</span>
<span class="n">availableSectors</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableLocationNames</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
<span class="n">availableSectors</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
<span class="k">for</span> <span class="n">sector</span> <span class="ow">in</span> <span class="n">availableSectors</span><span class="p">:</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot; - &quot;</span> <span class="o">+</span> <span class="n">sector</span><span class="p">)</span>
<span class="n">request</span><span class="o">.</span><span class="n">setLocationNames</span><span class="p">(</span><span class="n">sector</span><span class="p">)</span>
<span class="n">availableProducts</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableParameters</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
<span class="n">availableProducts</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
<span class="k">for</span> <span class="n">product</span> <span class="ow">in</span> <span class="n">availableProducts</span><span class="p">:</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot; - &quot;</span> <span class="o">+</span> <span class="n">product</span><span class="p">)</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">GOES</span><span class="o">-</span><span class="mi">18</span>
<span class="o">-</span> <span class="n">AKREGI</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">WCONUS</span>
<span class="o">-</span> <span class="n">ACTP</span>
<span class="o">-</span> <span class="n">AOD</span>
<span class="o">-</span> <span class="n">CAPE</span>
<span class="o">-</span> <span class="n">CF1</span>
<span class="o">-</span> <span class="n">CF2</span>
<span class="o">-</span> <span class="n">CF3</span>
<span class="o">-</span> <span class="n">CF4</span>
<span class="o">-</span> <span class="n">CF5</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CL</span>
<span class="o">-</span> <span class="n">CSM</span>
<span class="o">-</span> <span class="n">CTH</span>
<span class="o">-</span> <span class="n">DustHigh</span>
<span class="o">-</span> <span class="n">DustLow</span>
<span class="o">-</span> <span class="n">DustMed</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
<span class="o">-</span> <span class="n">Fire_Mask</span>
<span class="o">-</span> <span class="n">Fog_Depth</span>
<span class="o">-</span> <span class="n">IFR_Fog_Prob</span>
<span class="o">-</span> <span class="n">KI</span>
<span class="o">-</span> <span class="n">LI</span>
<span class="o">-</span> <span class="n">LIFR_Fog_Prob</span>
<span class="o">-</span> <span class="n">LST</span>
<span class="o">-</span> <span class="n">MVFR_Fog_Prob</span>
<span class="o">-</span> <span class="n">SI</span>
<span class="o">-</span> <span class="n">SmokeHigh</span>
<span class="o">-</span> <span class="n">SmokeLow</span>
<span class="o">-</span> <span class="n">SmokeMed</span>
<span class="o">-</span> <span class="n">TCF</span>
<span class="o">-</span> <span class="n">TPW</span>
<span class="o">-</span> <span class="n">TT</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1014.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">103.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">151.30</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">20.92</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">201.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">247.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">29.12</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">300.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">359.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">407.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">459.70</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">496.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">51.53</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">535.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">555.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">575.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">596.30</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">617.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">661.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">683.70</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">706.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">71.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">729.90</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">753.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">777.80</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">802.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">827.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">852.80</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">878.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">9.51</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">904.90</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">931.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">958.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">986.10</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">1014.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">103.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">151.30</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">20.92</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">201.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">247.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">29.12</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">300.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">359.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">407.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">459.70</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">496.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">51.53</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">535.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">555.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">575.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">596.30</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">617.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">661.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">683.70</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">706.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">71.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">729.90</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">753.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">777.80</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">802.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">827.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">852.80</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">878.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">9.51</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">904.90</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">931.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">958.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">986.10</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">WFD</span>
<span class="o">-</span> <span class="n">ACTP</span>
<span class="o">-</span> <span class="n">AOD</span>
<span class="o">-</span> <span class="n">CAPE</span>
<span class="o">-</span> <span class="n">CF1</span>
<span class="o">-</span> <span class="n">CF2</span>
<span class="o">-</span> <span class="n">CF3</span>
<span class="o">-</span> <span class="n">CF4</span>
<span class="o">-</span> <span class="n">CF5</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CL</span>
<span class="o">-</span> <span class="n">CSM</span>
<span class="o">-</span> <span class="n">CTH</span>
<span class="o">-</span> <span class="n">CTT</span>
<span class="o">-</span> <span class="n">DustHigh</span>
<span class="o">-</span> <span class="n">DustLow</span>
<span class="o">-</span> <span class="n">DustMed</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
<span class="o">-</span> <span class="n">FSC</span>
<span class="o">-</span> <span class="n">Fire_Mask</span>
<span class="o">-</span> <span class="n">GLM_Flash_Extent_Density</span>
<span class="o">-</span> <span class="n">GLM_Flash_Extent_Density_w5u1</span>
<span class="o">-</span> <span class="n">GLM_Minimum_Flash_Area</span>
<span class="o">-</span> <span class="n">GLM_Minimum_Flash_Area_w5u1</span>
<span class="o">-</span> <span class="n">GLM_Total_Optical_Energy_tile</span>
<span class="o">-</span> <span class="n">GLM_Total_Optical_Energy_w5u1_tile</span>
<span class="o">-</span> <span class="n">IceAge3</span>
<span class="o">-</span> <span class="n">IceAge8</span>
<span class="o">-</span> <span class="n">IceConc</span>
<span class="o">-</span> <span class="n">IceMask</span>
<span class="o">-</span> <span class="n">IceTemp</span>
<span class="o">-</span> <span class="n">IceThickness</span>
<span class="o">-</span> <span class="n">KI</span>
<span class="o">-</span> <span class="n">LI</span>
<span class="o">-</span> <span class="n">LST</span>
<span class="o">-</span> <span class="n">RRQPE</span>
<span class="o">-</span> <span class="n">SI</span>
<span class="o">-</span> <span class="n">SST</span>
<span class="o">-</span> <span class="n">SSTF</span>
<span class="o">-</span> <span class="n">SmokeHigh</span>
<span class="o">-</span> <span class="n">SmokeLow</span>
<span class="o">-</span> <span class="n">SmokeMed</span>
<span class="o">-</span> <span class="n">TCF</span>
<span class="o">-</span> <span class="n">TPW</span>
<span class="o">-</span> <span class="n">TT</span>
<span class="o">-</span> <span class="n">WMESO</span><span class="o">-</span><span class="mi">1</span>
<span class="o">-</span> <span class="n">ACTP</span>
<span class="o">-</span> <span class="n">CAPE</span>
<span class="o">-</span> <span class="n">CF1</span>
<span class="o">-</span> <span class="n">CF2</span>
<span class="o">-</span> <span class="n">CF3</span>
<span class="o">-</span> <span class="n">CF4</span>
<span class="o">-</span> <span class="n">CF5</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CL</span>
<span class="o">-</span> <span class="n">CSM</span>
<span class="o">-</span> <span class="n">CTH</span>
<span class="o">-</span> <span class="n">CTT</span>
<span class="o">-</span> <span class="n">DustHigh</span>
<span class="o">-</span> <span class="n">DustLow</span>
<span class="o">-</span> <span class="n">DustMed</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
<span class="o">-</span> <span class="n">Fire_Mask</span>
<span class="o">-</span> <span class="n">KI</span>
<span class="o">-</span> <span class="n">LI</span>
<span class="o">-</span> <span class="n">LST</span>
<span class="o">-</span> <span class="n">SI</span>
<span class="o">-</span> <span class="n">SmokeHigh</span>
<span class="o">-</span> <span class="n">SmokeLow</span>
<span class="o">-</span> <span class="n">SmokeMed</span>
<span class="o">-</span> <span class="n">TCF</span>
<span class="o">-</span> <span class="n">TPW</span>
<span class="o">-</span> <span class="n">TT</span>
<span class="o">-</span> <span class="n">WMESO</span><span class="o">-</span><span class="mi">2</span>
<span class="o">-</span> <span class="n">ACTP</span>
<span class="o">-</span> <span class="n">CAPE</span>
<span class="o">-</span> <span class="n">CF1</span>
<span class="o">-</span> <span class="n">CF2</span>
<span class="o">-</span> <span class="n">CF3</span>
<span class="o">-</span> <span class="n">CF4</span>
<span class="o">-</span> <span class="n">CF5</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CL</span>
<span class="o">-</span> <span class="n">CSM</span>
<span class="o">-</span> <span class="n">CTH</span>
<span class="o">-</span> <span class="n">CTT</span>
<span class="o">-</span> <span class="n">DustHigh</span>
<span class="o">-</span> <span class="n">DustLow</span>
<span class="o">-</span> <span class="n">DustMed</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
<span class="o">-</span> <span class="n">Fire_Mask</span>
<span class="o">-</span> <span class="n">KI</span>
<span class="o">-</span> <span class="n">LI</span>
<span class="o">-</span> <span class="n">LST</span>
<span class="o">-</span> <span class="n">SI</span>
<span class="o">-</span> <span class="n">SmokeHigh</span>
<span class="o">-</span> <span class="n">SmokeLow</span>
<span class="o">-</span> <span class="n">SmokeMed</span>
<span class="o">-</span> <span class="n">TCF</span>
<span class="o">-</span> <span class="n">TPW</span>
<span class="o">-</span> <span class="n">TT</span>
<span class="n">GEOCOLR</span>
<span class="o">-</span> <span class="n">ECONUS</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">WCONUS</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="n">GOES</span><span class="o">-</span><span class="mi">16</span>
<span class="o">-</span> <span class="n">ECONUS</span>
<span class="o">-</span> <span class="n">ACTP</span>
<span class="o">-</span> <span class="n">AOD</span>
<span class="o">-</span> <span class="n">CAPE</span>
<span class="o">-</span> <span class="n">CF1</span>
<span class="o">-</span> <span class="n">CF2</span>
<span class="o">-</span> <span class="n">CF3</span>
<span class="o">-</span> <span class="n">CF4</span>
<span class="o">-</span> <span class="n">CF5</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CL</span>
<span class="o">-</span> <span class="n">COD</span>
<span class="o">-</span> <span class="n">CSM</span>
<span class="o">-</span> <span class="n">CTH</span>
<span class="o">-</span> <span class="n">CTP</span>
<span class="o">-</span> <span class="n">DustHigh</span>
<span class="o">-</span> <span class="n">DustLow</span>
<span class="o">-</span> <span class="n">DustMed</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
<span class="o">-</span> <span class="n">Fire_Mask</span>
<span class="o">-</span> <span class="n">Fog_Depth</span>
<span class="o">-</span> <span class="n">IFR_Fog_Prob</span>
<span class="o">-</span> <span class="n">KI</span>
<span class="o">-</span> <span class="n">LI</span>
<span class="o">-</span> <span class="n">LIFR_Fog_Prob</span>
<span class="o">-</span> <span class="n">LST</span>
<span class="o">-</span> <span class="n">MVFR_Fog_Prob</span>
<span class="o">-</span> <span class="n">SI</span>
<span class="o">-</span> <span class="n">SmokeHigh</span>
<span class="o">-</span> <span class="n">SmokeLow</span>
<span class="o">-</span> <span class="n">SmokeMed</span>
<span class="o">-</span> <span class="n">TCF</span>
<span class="o">-</span> <span class="n">TPW</span>
<span class="o">-</span> <span class="n">TT</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1014.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">103.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">151.30</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">20.92</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">201.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">247.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">29.12</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">300.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">359.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">407.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">459.70</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">496.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">51.53</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">535.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">555.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">575.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">596.30</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">617.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">661.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">683.70</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">706.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">71.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">729.90</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">753.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">777.80</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">802.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">827.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">852.80</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">878.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">9.51</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">904.90</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">931.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">958.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">986.10</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">1014.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">103.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">151.30</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">20.92</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">201.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">247.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">29.12</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">300.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">359.00</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">407.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">459.70</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">496.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">51.53</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">535.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">555.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">575.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">596.30</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">617.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">661.20</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">683.70</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">706.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">71.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">729.90</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">753.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">777.80</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">802.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">827.40</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">852.80</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">878.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">9.51</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">904.90</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">931.50</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">958.60</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">986.10</span><span class="n">hPa</span>
<span class="o">-</span> <span class="n">EFD</span>
<span class="o">-</span> <span class="n">ACTP</span>
<span class="o">-</span> <span class="n">AOD</span>
<span class="o">-</span> <span class="n">CAPE</span>
<span class="o">-</span> <span class="n">CF1</span>
<span class="o">-</span> <span class="n">CF2</span>
<span class="o">-</span> <span class="n">CF3</span>
<span class="o">-</span> <span class="n">CF4</span>
<span class="o">-</span> <span class="n">CF5</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CL</span>
<span class="o">-</span> <span class="n">COD</span>
<span class="o">-</span> <span class="n">CSM</span>
<span class="o">-</span> <span class="n">CTH</span>
<span class="o">-</span> <span class="n">CTP</span>
<span class="o">-</span> <span class="n">CTT</span>
<span class="o">-</span> <span class="n">DustHigh</span>
<span class="o">-</span> <span class="n">DustLow</span>
<span class="o">-</span> <span class="n">DustMed</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
<span class="o">-</span> <span class="n">FSC</span>
<span class="o">-</span> <span class="n">Fire_Mask</span>
<span class="o">-</span> <span class="n">GLM_Flash_Extent_Density</span>
<span class="o">-</span> <span class="n">GLM_Flash_Extent_Density_w5u1</span>
<span class="o">-</span> <span class="n">GLM_Minimum_Flash_Area</span>
<span class="o">-</span> <span class="n">GLM_Minimum_Flash_Area_w5u1</span>
<span class="o">-</span> <span class="n">GLM_Total_Optical_Energy_tile</span>
<span class="o">-</span> <span class="n">GLM_Total_Optical_Energy_w5u1_tile</span>
<span class="o">-</span> <span class="n">IceAge3</span>
<span class="o">-</span> <span class="n">IceAge8</span>
<span class="o">-</span> <span class="n">IceConc</span>
<span class="o">-</span> <span class="n">IceMask</span>
<span class="o">-</span> <span class="n">IceTemp</span>
<span class="o">-</span> <span class="n">IceThickness</span>
<span class="o">-</span> <span class="n">KI</span>
<span class="o">-</span> <span class="n">LI</span>
<span class="o">-</span> <span class="n">LST</span>
<span class="o">-</span> <span class="n">RRQPE</span>
<span class="o">-</span> <span class="n">SI</span>
<span class="o">-</span> <span class="n">SST</span>
<span class="o">-</span> <span class="n">SSTF</span>
<span class="o">-</span> <span class="n">SmokeHigh</span>
<span class="o">-</span> <span class="n">SmokeLow</span>
<span class="o">-</span> <span class="n">SmokeMed</span>
<span class="o">-</span> <span class="n">TCF</span>
<span class="o">-</span> <span class="n">TPW</span>
<span class="o">-</span> <span class="n">TT</span>
<span class="o">-</span> <span class="n">EMESO</span><span class="o">-</span><span class="mi">1</span>
<span class="o">-</span> <span class="n">ACTP</span>
<span class="o">-</span> <span class="n">CAPE</span>
<span class="o">-</span> <span class="n">CF1</span>
<span class="o">-</span> <span class="n">CF2</span>
<span class="o">-</span> <span class="n">CF3</span>
<span class="o">-</span> <span class="n">CF4</span>
<span class="o">-</span> <span class="n">CF5</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CL</span>
<span class="o">-</span> <span class="n">CSM</span>
<span class="o">-</span> <span class="n">CTH</span>
<span class="o">-</span> <span class="n">CTT</span>
<span class="o">-</span> <span class="n">DustHigh</span>
<span class="o">-</span> <span class="n">DustLow</span>
<span class="o">-</span> <span class="n">DustMed</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
<span class="o">-</span> <span class="n">Fire_Mask</span>
<span class="o">-</span> <span class="n">KI</span>
<span class="o">-</span> <span class="n">LI</span>
<span class="o">-</span> <span class="n">LST</span>
<span class="o">-</span> <span class="n">SI</span>
<span class="o">-</span> <span class="n">SmokeHigh</span>
<span class="o">-</span> <span class="n">SmokeLow</span>
<span class="o">-</span> <span class="n">SmokeMed</span>
<span class="o">-</span> <span class="n">TCF</span>
<span class="o">-</span> <span class="n">TPW</span>
<span class="o">-</span> <span class="n">TT</span>
<span class="o">-</span> <span class="n">EMESO</span><span class="o">-</span><span class="mi">2</span>
<span class="o">-</span> <span class="n">ACTP</span>
<span class="o">-</span> <span class="n">CAPE</span>
<span class="o">-</span> <span class="n">CF1</span>
<span class="o">-</span> <span class="n">CF2</span>
<span class="o">-</span> <span class="n">CF3</span>
<span class="o">-</span> <span class="n">CF4</span>
<span class="o">-</span> <span class="n">CF5</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CL</span>
<span class="o">-</span> <span class="n">CSM</span>
<span class="o">-</span> <span class="n">CTH</span>
<span class="o">-</span> <span class="n">CTT</span>
<span class="o">-</span> <span class="n">DustHigh</span>
<span class="o">-</span> <span class="n">DustLow</span>
<span class="o">-</span> <span class="n">DustMed</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
<span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
<span class="o">-</span> <span class="n">Fire_Mask</span>
<span class="o">-</span> <span class="n">KI</span>
<span class="o">-</span> <span class="n">LI</span>
<span class="o">-</span> <span class="n">LST</span>
<span class="o">-</span> <span class="n">SI</span>
<span class="o">-</span> <span class="n">SmokeHigh</span>
<span class="o">-</span> <span class="n">SmokeLow</span>
<span class="o">-</span> <span class="n">SmokeMed</span>
<span class="o">-</span> <span class="n">TCF</span>
<span class="o">-</span> <span class="n">TPW</span>
<span class="o">-</span> <span class="n">TT</span>
<span class="o">-</span> <span class="n">PRREGI</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
<span class="n">NEXRCOMP</span>
<span class="o">-</span> <span class="n">NEXRCOMP</span>
<span class="o">-</span> <span class="n">DHR</span>
<span class="o">-</span> <span class="n">DVL</span>
<span class="o">-</span> <span class="n">EET</span>
<span class="o">-</span> <span class="n">HHC</span>
<span class="o">-</span> <span class="n">N1P</span>
<span class="o">-</span> <span class="n">NTP</span>
<span class="n">UNIWISC</span>
<span class="o">-</span> <span class="n">AREA0600</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
<span class="o">-</span> <span class="n">AREA0700</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
<span class="o">-</span> <span class="n">AREA3100</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
<span class="o">-</span> <span class="n">AREA3101</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
<span class="o">-</span> <span class="n">Antarctic</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mi">12</span> <span class="n">micron</span> <span class="n">IR</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mf">3.5</span><span class="o">-</span><span class="mf">4.0</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">Fog</span><span class="p">)</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="n">Visible</span>
<span class="o">-</span> <span class="n">Arctic</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mi">12</span> <span class="n">micron</span> <span class="n">IR</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mf">3.5</span><span class="o">-</span><span class="mf">4.0</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">Fog</span><span class="p">)</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
<span class="o">-</span> <span class="n">Imager</span> <span class="n">Visible</span>
<span class="n">CLDSNOW</span>
<span class="o">-</span> <span class="n">ECONUS</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="o">-</span> <span class="n">WCONUS</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
<span class="n">DBRDUST</span>
<span class="o">-</span> <span class="n">ECONUS</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
<span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
</pre></div>
</div>
<p>Top</p>
</section>
</section>
<hr class="docutils" />
<section id="render-goes-east-mesoscale-sectors">
<h3>5 Render GOES East Mesoscale Sectors<a class="headerlink" href="#render-goes-east-mesoscale-sectors" title="Permalink to this heading"></a></h3>
<p>Create specific requests defining the datatype, sector, and parameter.
Use the data returned to create plots and print out useful information
about the data (metadata).</p>
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Define the sectors we want to plot -- here let&#39;s use GOES-East mesoscales</span>
<span class="n">sectors</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;EMESO-1&quot;</span><span class="p">,</span><span class="s2">&quot;EMESO-2&quot;</span><span class="p">]</span>
<span class="c1"># For each sector render our plot</span>
<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">sector</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">sectors</span><span class="p">):</span>
<span class="c1"># Create a new request specfically for this data</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">newDataRequest</span><span class="p">()</span>
<span class="n">request</span><span class="o">.</span><span class="n">setDatatype</span><span class="p">(</span><span class="s2">&quot;satellite&quot;</span><span class="p">)</span>
<span class="n">request</span><span class="o">.</span><span class="n">setLocationNames</span><span class="p">(</span><span class="n">sector</span><span class="p">)</span>
<span class="c1"># Use Channel 13 as the data we want to render</span>
<span class="n">request</span><span class="o">.</span><span class="n">setParameters</span><span class="p">(</span><span class="s2">&quot;CH-13-10.35um&quot;</span><span class="p">)</span>
<span class="c1"># Filter results by time</span>
<span class="n">utc</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">utcnow</span><span class="p">()</span>
<span class="n">times</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableTimes</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
<span class="n">hourdiff</span> <span class="o">=</span> <span class="n">utc</span> <span class="o">-</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">times</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]),</span><span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1"> %H:%M:%S&#39;</span><span class="p">)</span>
<span class="n">hours</span><span class="p">,</span><span class="n">days</span> <span class="o">=</span> <span class="n">hourdiff</span><span class="o">.</span><span class="n">seconds</span><span class="o">/</span><span class="mi">3600</span><span class="p">,</span><span class="n">hourdiff</span><span class="o">.</span><span class="n">days</span>
<span class="n">minute</span> <span class="o">=</span> <span class="nb">str</span><span class="p">((</span><span class="n">hourdiff</span><span class="o">.</span><span class="n">seconds</span> <span class="o">-</span> <span class="p">(</span><span class="mi">3600</span> <span class="o">*</span> <span class="n">hours</span><span class="p">))</span> <span class="o">/</span> <span class="mi">60</span><span class="p">)</span>
<span class="n">offsetStr</span> <span class="o">=</span> <span class="s1">&#39;&#39;</span>
<span class="k">if</span> <span class="n">hours</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
<span class="n">offsetStr</span> <span class="o">+=</span> <span class="nb">str</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot;hr &quot;</span>
<span class="n">offsetStr</span> <span class="o">+=</span> <span class="nb">str</span><span class="p">(</span><span class="n">minute</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot;m ago&quot;</span>
<span class="k">if</span> <span class="n">days</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
<span class="n">offsetStr</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">days</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot; days ago&quot;</span>
<span class="n">response</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getGridData</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="p">[</span><span class="n">times</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]])</span>
<span class="n">grid</span> <span class="o">=</span> <span class="n">response</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">getRawData</span><span class="p">()</span>
<span class="c1"># Define the bounding box for the plot</span>
<span class="n">lons</span><span class="p">,</span><span class="n">lats</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">getLatLonCoords</span><span class="p">()</span>
<span class="n">bbox</span> <span class="o">=</span> <span class="p">[</span><span class="n">lons</span><span class="o">.</span><span class="n">min</span><span class="p">(),</span> <span class="n">lons</span><span class="o">.</span><span class="n">max</span><span class="p">(),</span> <span class="n">lats</span><span class="o">.</span><span class="n">min</span><span class="p">(),</span> <span class="n">lats</span><span class="o">.</span><span class="n">max</span><span class="p">()]</span>
<span class="c1"># Print out the time of the image we&#39;re using and where the data is</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Latest image available: &quot;</span><span class="o">+</span><span class="nb">str</span><span class="p">(</span><span class="n">times</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">+</span> <span class="s2">&quot; (&quot;</span><span class="o">+</span><span class="n">offsetStr</span><span class="o">+</span><span class="s2">&quot;)&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Image grid size: &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">shape</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Image grid extent: &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">bbox</span><span class="p">)))</span>
<span class="c1"># Create the new plots</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">make_map</span><span class="p">(</span><span class="n">bbox</span><span class="o">=</span><span class="n">bbox</span><span class="p">)</span>
<span class="n">states</span> <span class="o">=</span> <span class="n">cfeat</span><span class="o">.</span><span class="n">NaturalEarthFeature</span><span class="p">(</span><span class="n">category</span><span class="o">=</span><span class="s1">&#39;cultural&#39;</span><span class="p">,</span>
<span class="n">name</span><span class="o">=</span><span class="s1">&#39;admin_1_states_provinces_lines&#39;</span><span class="p">,</span>
<span class="n">scale</span><span class="o">=</span><span class="s1">&#39;50m&#39;</span><span class="p">,</span> <span class="n">facecolor</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">states</span><span class="p">,</span> <span class="n">linestyle</span><span class="o">=</span><span class="s1">&#39;:&#39;</span><span class="p">)</span>
<span class="n">cs</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">pcolormesh</span><span class="p">(</span><span class="n">lons</span><span class="p">,</span> <span class="n">lats</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;coolwarm&#39;</span><span class="p">)</span>
<span class="n">cbar</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">colorbar</span><span class="p">(</span><span class="n">cs</span><span class="p">,</span> <span class="n">shrink</span><span class="o">=</span><span class="mf">0.6</span><span class="p">,</span> <span class="n">orientation</span><span class="o">=</span><span class="s1">&#39;horizontal&#39;</span><span class="p">)</span>
<span class="c1"># Set the colorbar label</span>
<span class="n">cbar</span><span class="o">.</span><span class="n">set_label</span><span class="p">(</span><span class="n">sector</span> <span class="o">+</span> <span class="s2">&quot; &quot;</span> <span class="o">+</span> <span class="n">grid</span><span class="o">.</span><span class="n">getParameter</span><span class="p">()</span> <span class="o">+</span> <span class="s2">&quot; &quot;</span> \
<span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">()))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Latest</span> <span class="n">image</span> <span class="n">available</span><span class="p">:</span> <span class="mi">2024</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mi">30</span> <span class="mi">21</span><span class="p">:</span><span class="mi">20</span><span class="p">:</span><span class="mi">28</span> <span class="p">(</span><span class="mf">0.018333333333333333</span><span class="n">hr</span> <span class="mf">0.0</span><span class="n">m</span> <span class="n">ago</span><span class="p">)</span>
<span class="n">Image</span> <span class="n">grid</span> <span class="n">size</span><span class="p">:</span> <span class="p">(</span><span class="mi">500</span><span class="p">,</span> <span class="mi">500</span><span class="p">)</span>
<span class="n">Image</span> <span class="n">grid</span> <span class="n">extent</span><span class="p">:</span> <span class="p">[</span><span class="o">-</span><span class="mf">81.83639</span><span class="p">,</span> <span class="o">-</span><span class="mf">68.16361</span><span class="p">,</span> <span class="mf">32.285526</span><span class="p">,</span> <span class="mf">45.709965</span><span class="p">]</span>
<span class="n">Latest</span> <span class="n">image</span> <span class="n">available</span><span class="p">:</span> <span class="mi">2024</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mi">30</span> <span class="mi">21</span><span class="p">:</span><span class="mi">20</span><span class="p">:</span><span class="mi">55</span> <span class="p">(</span><span class="mf">0.011666666666666667</span><span class="n">hr</span> <span class="mf">0.0</span><span class="n">m</span> <span class="n">ago</span><span class="p">)</span>
<span class="n">Image</span> <span class="n">grid</span> <span class="n">size</span><span class="p">:</span> <span class="p">(</span><span class="mi">500</span><span class="p">,</span> <span class="mi">500</span><span class="p">)</span>
<span class="n">Image</span> <span class="n">grid</span> <span class="n">extent</span><span class="p">:</span> <span class="p">[</span><span class="o">-</span><span class="mf">95.20762</span><span class="p">,</span> <span class="o">-</span><span class="mf">80.19988</span><span class="p">,</span> <span class="mf">30.912949</span><span class="p">,</span> <span class="mf">44.27834</span><span class="p">]</span>
</pre></div>
</div>
<img alt="../../_images/Satellite_Imagery_26_1.png" src="../../_images/Satellite_Imagery_26_1.png" />
<img alt="../../_images/Satellite_Imagery_26_2.png" src="../../_images/Satellite_Imagery_26_2.png" />
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
</section>
<hr class="docutils" />
<section id="see-also">
<h3>6 See Also<a class="headerlink" href="#see-also" title="Permalink to this heading"></a></h3>
<section id="related-notebooks">
<h4>6.1 Related Notebooks<a class="headerlink" href="#related-notebooks" title="Permalink to this heading"></a></h4>
<ul class="simple">
<li><p><a class="reference external" href="http://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html">GOES CIRA Product
Writer</a></p></li>
</ul>
</section>
<section id="additional-documentation">
<h4>6.2 Additional Documentation<a class="headerlink" href="#additional-documentation" title="Permalink to this heading"></a></h4>
<p><strong>python-awips</strong></p>
<ul class="simple">
<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.changeEDEXHost">DataAccessLayer.changeEDEXHost()</a></p></li>
<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.newDataRequest">DataAccessLayer.newDataRequest()</a></p></li>
<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableLocationNames">DataAccessLayer.getAvailableLocationNames()</a></p></li>
<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getOptionalIdentifiers">DataAccessLayer.getOptionalIdentifiers()</a></p></li>
<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getIdentifierValues">DataAccessLayer.getIdentifierValues()</a></p></li>
<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableTimes">DataAccessLayer.getAvailableTimes()</a></p></li>
<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/IDataRequest.html">IDataRequest</a></p></li>
</ul>
<p><strong>matplotlib</strong></p>
<ul class="simple">
<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.html">matplotlib.pyplot()</a></p></li>
<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axes.html">matplotlib.pyplot.axes()</a></p></li>
<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.figure.html">matplotlib.pyplot.figure()</a></p></li>
</ul>
<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
<hr class="docutils" />
</section>
</section>
</section>
</section>
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