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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 headline"></a></h1>
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<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>
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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.</p>
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<p>AWIPS GLM point data are available in three formats</p>
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<ul class="simple">
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<li><p><code class="docutils literal notranslate"><span class="pre">GLMev</span></code> Events</p></li>
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<li><p><code class="docutils literal notranslate"><span class="pre">GLMfl</span></code> Flashes</p></li>
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<li><p><code class="docutils literal notranslate"><span class="pre">GLMgr</span></code> Groups</p></li>
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</ul>
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<p>and with seven attributes:</p>
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<ul class="simple">
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<li><p>height</p></li>
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<li><p>intensity</p></li>
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<li><p>msgType</p></li>
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<li><p>pulseCount</p></li>
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<li><p>pulseIndex</p></li>
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<li><p>sensorCount</p></li>
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<li><p>strikeType</p></li>
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</ul>
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2021-09-20 20:37:21 +00:00
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<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 headline"></a></h2>
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<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>
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<span class="kn">import</span> <span class="nn">cartopy.crs</span> <span class="k">as</span> <span class="nn">ccrs</span>
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<span class="kn">import</span> <span class="nn">cartopy.feature</span> <span class="k">as</span> <span class="nn">cfeat</span>
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<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
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<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>
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<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
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<span class="kn">import</span> <span class="nn">datetime</span>
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<span class="o">%</span><span class="k">matplotlib</span> inline
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<span class="c1"># Create an EDEX data request</span>
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<span class="n">edexServer</span> <span class="o">=</span> <span class="s2">"edex-cloud.unidata.ucar.edu"</span>
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<span class="n">datatype</span> <span class="o">=</span> <span class="s2">"binlightning"</span>
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<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>
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<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>
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<span class="c1"># Show available sources</span>
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<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>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"available sources:"</span><span class="p">)</span>
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<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>
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<span class="nb">print</span><span class="p">(</span><span class="s2">""</span><span class="p">)</span>
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<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>
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<span class="n">availableParms</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"available parameters:"</span><span class="p">)</span>
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<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>
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</pre></div>
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</div>
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<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>
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<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>
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<span class="n">available</span> <span class="n">parameters</span><span class="p">:</span>
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<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>
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</pre></div>
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</div>
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<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>
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<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>
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<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>
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<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>
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<span class="n">glm_points</span> <span class="o">=</span> <span class="p">[]</span>
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<span class="k">for</span> <span class="n">data</span> <span class="ow">in</span> <span class="n">response</span><span class="p">:</span>
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<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>
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<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>
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</pre></div>
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</div>
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<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Plot markers</span>
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<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>
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<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>
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<span class="n">ax</span><span class="o">.</span><span class="n">gridlines</span><span class="p">()</span>
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<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>
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<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>
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<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>
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<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>
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</pre></div>
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</div>
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<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>
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</pre></div>
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