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===================================
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GOES Geostationary Lightning Mapper
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===================================
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`Notebook <http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb>`_
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The Geostationary Lightning Mapper, or GLM, on board GOES-R Series
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spacecraft, is the first operational lightning mapper flown in
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geostationary orbit. GLM detects the light emitted by lightning at the
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tops of clouds day and night and collects information such as the
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frequency, location and extent of lightning discharges. The instrument
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measures total lightning, both in-cloud and cloud-to-ground, to aid in
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forecasting developing severe storms and a wide range of high-impact
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environmental phenomena including hailstorms, microburst winds,
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tornadoes, hurricanes, flash floods, snowstorms and fires.
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AWIPS GLM point data are available in three formats
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- ``GLMev`` Events
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- ``GLMfl`` Flashes
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- ``GLMgr`` Groups
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and with seven attributes:
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- height
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- intensity
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- msgType
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- pulseCount
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- pulseIndex
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- sensorCount
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- strikeType
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GLM Sources and Parameters
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--------------------------
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.. code:: ipython3
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from awips.dataaccess import DataAccessLayer
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import cartopy.crs as ccrs
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import cartopy.feature as cfeat
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import matplotlib.pyplot as plt
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from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER
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import numpy as np
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import datetime
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%matplotlib inline
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# Create an EDEX data request
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edexServer = "edex-cloud.unidata.ucar.edu"
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datatype = "binlightning"
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DataAccessLayer.changeEDEXHost(edexServer)
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request = DataAccessLayer.newDataRequest(datatype)
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# Show available sources
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sources = DataAccessLayer.getIdentifierValues(request, "source")
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print("available sources:")
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print(list(sources))
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print("")
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availableParms = DataAccessLayer.getAvailableParameters(request)
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availableParms.sort()
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print("available parameters:")
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print(list(availableParms))
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.. parsed-literal::
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available sources:
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['GLMgr', 'GLMfl', 'GLMev']
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available parameters:
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['height', 'intensity', 'msgType', 'pulseCount', 'pulseIndex', 'sensorCount', 'strikeType']
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.. code:: ipython3
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request.addIdentifier("source", "GLMgr")
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request.setParameters("intensity")
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times = DataAccessLayer.getAvailableTimes(request)
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response = DataAccessLayer.getGeometryData(request, [times[-1]])
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glm_points = []
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for data in response:
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glm_points.append(data.getGeometry())
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ob = response[0]
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.. code:: ipython3
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# Plot markers
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fig, ax = plt.subplots(figsize=(16,16),subplot_kw=dict(projection=ccrs.Orthographic(central_longitude=-90.0)))
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ax.coastlines(resolution='50m')
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ax.gridlines()
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ax.scatter([point.x for point in glm_points],
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[point.y for point in glm_points],
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transform=ccrs.PlateCarree(),marker="+",facecolor='red')
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ax.set_title(str(response[-1].getDataTime().getRefTime()) + " | " + ob.getAttribute('source') + " | " + edexServer)
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.. parsed-literal::
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Text(0.5,1,'Oct 15 18 22:15:07 GMT | GLMgr | edex-cloud.unidata.ucar.edu')
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.. image:: GOES_Geostationary_Lightning_Mapper_files/GOES_Geostationary_Lightning_Mapper_3_1.png
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@ -65,7 +65,6 @@
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||||||
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
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||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
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||||||
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@ -64,7 +64,6 @@
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||||||
</li>
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</li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
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||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
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||||||
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@ -56,7 +56,6 @@
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</ul>
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</li>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
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@ -18,7 +18,7 @@
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<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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<section id="goes-geostationary-lightning-mapper">
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<h1>GOES Geostationary Lightning Mapper<a class="headerlink" href="#goes-geostationary-lightning-mapper" title="Permalink to this heading"></a></h1>
|
|
||||||
<p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb">Notebook</a>
|
|
||||||
The Geostationary Lightning Mapper, or GLM, on board GOES-R Series
|
|
||||||
spacecraft, is the first operational lightning mapper flown in
|
|
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geostationary orbit. GLM detects the light emitted by lightning at the
|
|
||||||
tops of clouds day and night and collects information such as the
|
|
||||||
frequency, location and extent of lightning discharges. The instrument
|
|
||||||
measures total lightning, both in-cloud and cloud-to-ground, to aid in
|
|
||||||
forecasting developing severe storms and a wide range of high-impact
|
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environmental phenomena including hailstorms, microburst winds,
|
|
||||||
tornadoes, hurricanes, flash floods, snowstorms and fires.</p>
|
|
||||||
<p>AWIPS GLM point data are available in three formats</p>
|
|
||||||
<ul class="simple">
|
|
||||||
<li><p><code class="docutils literal notranslate"><span class="pre">GLMev</span></code> Events</p></li>
|
|
||||||
<li><p><code class="docutils literal notranslate"><span class="pre">GLMfl</span></code> Flashes</p></li>
|
|
||||||
<li><p><code class="docutils literal notranslate"><span class="pre">GLMgr</span></code> Groups</p></li>
|
|
||||||
</ul>
|
|
||||||
<p>and with seven attributes:</p>
|
|
||||||
<ul class="simple">
|
|
||||||
<li><p>height</p></li>
|
|
||||||
<li><p>intensity</p></li>
|
|
||||||
<li><p>msgType</p></li>
|
|
||||||
<li><p>pulseCount</p></li>
|
|
||||||
<li><p>pulseIndex</p></li>
|
|
||||||
<li><p>sensorCount</p></li>
|
|
||||||
<li><p>strikeType</p></li>
|
|
||||||
</ul>
|
|
||||||
<section id="glm-sources-and-parameters">
|
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||||||
<h2>GLM Sources and Parameters<a class="headerlink" href="#glm-sources-and-parameters" title="Permalink to this heading"></a></h2>
|
|
||||||
<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">numpy</span> <span class="k">as</span> <span class="nn">np</span>
|
|
||||||
<span class="kn">import</span> <span class="nn">datetime</span>
|
|
||||||
|
|
||||||
<span class="o">%</span><span class="k">matplotlib</span> inline
|
|
||||||
|
|
||||||
<span class="c1"># Create an EDEX data request</span>
|
|
||||||
<span class="n">edexServer</span> <span class="o">=</span> <span class="s2">"edex-cloud.unidata.ucar.edu"</span>
|
|
||||||
<span class="n">datatype</span> <span class="o">=</span> <span class="s2">"binlightning"</span>
|
|
||||||
<span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">changeEDEXHost</span><span class="p">(</span><span class="n">edexServer</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">datatype</span><span class="p">)</span>
|
|
||||||
|
|
||||||
<span class="c1"># Show available sources</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="s2">"source"</span><span class="p">)</span>
|
|
||||||
<span class="nb">print</span><span class="p">(</span><span class="s2">"available sources:"</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>
|
|
||||||
<span class="nb">print</span><span class="p">(</span><span class="s2">""</span><span class="p">)</span>
|
|
||||||
<span class="n">availableParms</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">availableParms</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
|
|
||||||
<span class="nb">print</span><span class="p">(</span><span class="s2">"available parameters:"</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">availableParms</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">sources</span><span class="p">:</span>
|
|
||||||
<span class="p">[</span><span class="s1">'GLMgr'</span><span class="p">,</span> <span class="s1">'GLMfl'</span><span class="p">,</span> <span class="s1">'GLMev'</span><span class="p">]</span>
|
|
||||||
|
|
||||||
<span class="n">available</span> <span class="n">parameters</span><span class="p">:</span>
|
|
||||||
<span class="p">[</span><span class="s1">'height'</span><span class="p">,</span> <span class="s1">'intensity'</span><span class="p">,</span> <span class="s1">'msgType'</span><span class="p">,</span> <span class="s1">'pulseCount'</span><span class="p">,</span> <span class="s1">'pulseIndex'</span><span class="p">,</span> <span class="s1">'sensorCount'</span><span class="p">,</span> <span class="s1">'strikeType'</span><span class="p">]</span>
|
|
||||||
</pre></div>
|
|
||||||
</div>
|
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">request</span><span class="o">.</span><span class="n">addIdentifier</span><span class="p">(</span><span class="s2">"source"</span><span class="p">,</span> <span class="s2">"GLMgr"</span><span class="p">)</span>
|
|
||||||
<span class="n">request</span><span class="o">.</span><span class="n">setParameters</span><span class="p">(</span><span class="s2">"intensity"</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">response</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getGeometryData</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">glm_points</span> <span class="o">=</span> <span class="p">[]</span>
|
|
||||||
<span class="k">for</span> <span class="n">data</span> <span class="ow">in</span> <span class="n">response</span><span class="p">:</span>
|
|
||||||
<span class="n">glm_points</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">getGeometry</span><span class="p">())</span>
|
|
||||||
<span class="n">ob</span> <span class="o">=</span> <span class="n">response</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
|
|
||||||
</pre></div>
|
|
||||||
</div>
|
|
||||||
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Plot markers</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">16</span><span class="p">,</span><span class="mi">16</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">ccrs</span><span class="o">.</span><span class="n">Orthographic</span><span class="p">(</span><span class="n">central_longitude</span><span class="o">=-</span><span class="mf">90.0</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">'50m'</span><span class="p">)</span>
|
|
||||||
<span class="n">ax</span><span class="o">.</span><span class="n">gridlines</span><span class="p">()</span>
|
|
||||||
<span class="n">ax</span><span class="o">.</span><span class="n">scatter</span><span class="p">([</span><span class="n">point</span><span class="o">.</span><span class="n">x</span> <span class="k">for</span> <span class="n">point</span> <span class="ow">in</span> <span class="n">glm_points</span><span class="p">],</span>
|
|
||||||
<span class="p">[</span><span class="n">point</span><span class="o">.</span><span class="n">y</span> <span class="k">for</span> <span class="n">point</span> <span class="ow">in</span> <span class="n">glm_points</span><span class="p">],</span>
|
|
||||||
<span class="n">transform</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">marker</span><span class="o">=</span><span class="s2">"+"</span><span class="p">,</span><span class="n">facecolor</span><span class="o">=</span><span class="s1">'red'</span><span class="p">)</span>
|
|
||||||
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">response</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</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> <span class="o">+</span> <span class="s2">" | "</span> <span class="o">+</span> <span class="n">ob</span><span class="o">.</span><span class="n">getAttribute</span><span class="p">(</span><span class="s1">'source'</span><span class="p">)</span> <span class="o">+</span> <span class="s2">" | "</span> <span class="o">+</span> <span class="n">edexServer</span><span class="p">)</span>
|
|
||||||
</pre></div>
|
|
||||||
</div>
|
|
||||||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Text</span><span class="p">(</span><span class="mf">0.5</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="s1">'Oct 15 18 22:15:07 GMT | GLMgr | edex-cloud.unidata.ucar.edu'</span><span class="p">)</span>
|
|
||||||
</pre></div>
|
|
||||||
</div>
|
|
||||||
<img alt="../../_images/GOES_Geostationary_Lightning_Mapper_3_1.png" src="../../_images/GOES_Geostationary_Lightning_Mapper_3_1.png" />
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|
||||||
</section>
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</section>
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<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
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<li class="toctree-l2 current"><a class="current reference internal" href="#">Grid Levels and Parameters</a><ul>
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<li class="toctree-l2 current"><a class="current reference internal" href="#">Grid Levels and Parameters</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="#objectives">Objectives</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="#objectives">Objectives</a><ul>
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@ -1050,7 +1049,7 @@ Topography</a></p></li>
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@ -52,7 +52,6 @@
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<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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@ -52,7 +52,6 @@
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
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|
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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|
||||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">Map Resources and Topography</a><ul>
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||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
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||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
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||||||
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||||||
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
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||||||
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||||||
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
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||||||
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||||||
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
||||||
|
|
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@ -52,7 +52,6 @@
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
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|
||||||
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|
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
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|
||||||
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|
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
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|
||||||
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|
||||||
<li class="toctree-l2"><a class="reference internal" href="generated/Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="generated/Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="generated/Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="generated/Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="generated/GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="generated/GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="generated/GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
|
||||||
<li class="toctree-l2"><a class="reference internal" href="generated/Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="generated/Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="generated/METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l2"><a class="reference internal" href="generated/METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l2"><a class="reference internal" href="generated/Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
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|
||||||
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|
||||||
<li class="toctree-l1"><a class="reference internal" href="generated/Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
<li class="toctree-l1"><a class="reference internal" href="generated/Colorized_Grid_Data.html">Colorized Grid Data</a></li>
|
||||||
<li class="toctree-l1"><a class="reference internal" href="generated/Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
<li class="toctree-l1"><a class="reference internal" href="generated/Forecast_Model_Vertical_Sounding.html">Forecast Model Vertical Sounding</a></li>
|
||||||
<li class="toctree-l1"><a class="reference internal" href="generated/GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
<li class="toctree-l1"><a class="reference internal" href="generated/GOES_CIRA_Product_Writer.html">GOES CIRA Product Writer</a></li>
|
||||||
<li class="toctree-l1"><a class="reference internal" href="generated/GOES_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
|
|
||||||
<li class="toctree-l1"><a class="reference internal" href="generated/Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
<li class="toctree-l1"><a class="reference internal" href="generated/Grid_Levels_and_Parameters.html">Grid Levels and Parameters</a></li>
|
||||||
<li class="toctree-l1"><a class="reference internal" href="generated/METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
<li class="toctree-l1"><a class="reference internal" href="generated/METAR_Station_Plot_with_MetPy.html">METAR Station Plot with MetPy</a></li>
|
||||||
<li class="toctree-l1"><a class="reference internal" href="generated/Map_Resources_and_Topography.html">Map Resources and Topography</a></li>
|
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|
||||||
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Add table
Reference in a new issue