deploy: 5ccbb7e95e

_sources/examples/generated/GOES_CIRA_Product_Writer.rst.txt

@@ -0,0 +1,470 @@
+========================
+GOES CIRA Product Writer
+========================
+`Notebook <http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/GOES_CIRA_Product_Writer.ipynb>`_
+Python-AWIPS Tutorial Notebook
+
+--------------
+
+Objectives
+==========
+
+-  Use python-awips to connect to an EDEX server
+-  Define and filter the data request specifically for new `CIRA GOES16
+   data
+   products <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#additional-documentation>`__
+-  Resize the products to their native resolution
+-  Write the individual bands (channels) locally
+-  Combine and write the RGB product locally
+
+--------------
+
+Table of Contents
+-----------------
+
+| `1
+  Imports <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#imports>`__\ 
+| `2 Initial
+  Setup <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#initial-setup>`__\ 
+|     `2.1 EDEX
+  Connection <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#edex-connection>`__\ 
+|     `2.2 Parameter
+  Definition <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#parameter-definition>`__\ 
+| `3 Function:
+  set_size() <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#function-set_size>`__\ 
+| `4 Function:
+  write_img() <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#function-write-img>`__\ 
+| `5 Get the Data and Write it
+  Out! <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#get-the-data-and-write-it-out>`__\ 
+|     `5.1 Filter the
+  Data <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#filter-the-data>`__\ 
+|     `5.2 Define Output
+  Location <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#define-output-location>`__\ 
+|     `5.3 Write Out GOES
+  Images <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#write-out-goes-images>`__\ 
+| `6 See
+  Also <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#see-also>`__\ 
+|     `6.1 Related
+  Notebooks <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#related-notebooks>`__\ 
+|     `6.2 Additional
+  Documentation <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#additional-documentation>`__\ 
+
+--------------
+
+1 Imports
+---------
+
+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.
+
+.. code:: ipython3
+
+    from awips.dataaccess import DataAccessLayer
+    import cartopy.crs as ccrs
+    import cartopy.feature as cfeat
+    import matplotlib.pyplot as plt
+    from datetime import datetime
+    import numpy as np
+    import os
+
+`Top <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html>`__
+
+--------------
+
+2 Initial Setup
+---------------
+
+2.1 EDEX Connection
+~~~~~~~~~~~~~~~~~~~
+
+First we establish a connection to Unidata’s public EDEX server. With
+that connection made, we can create a `new data request
+object <http://unidata.github.io/python-awips/api/IDataRequest.html>`__
+and set the data type to **satellite**.
+
+.. code:: ipython3
+
+    # Create an EDEX data request
+    DataAccessLayer.changeEDEXHost("edex-cloud.unidata.ucar.edu")
+    request = DataAccessLayer.newDataRequest()
+    request.setDatatype("satellite")
+
+2.2 Parameter Definition
+~~~~~~~~~~~~~~~~~~~~~~~~
+
+After establishing the python-awips specific objects, we create a few
+other parameters that will be used for the data query based off of known
+values: projection, and extent.
+
+.. code:: ipython3
+
+    # Create a projection for ECONUS and WCONUS
+    # Set up the projection using known parameters (from the netcdf of GOES products)
+    globe = ccrs.Globe(semimajor_axis=6378137.0, semiminor_axis=6356752.5, ellipse=None)
+    sat_h = 35785830.0
+    proj = ccrs.Geostationary(globe=globe, central_longitude=-75.0, satellite_height=sat_h, sweep_axis='x')
+    
+    # Define the extents for ECONUS and WCONUS in goes native coords
+    # (originally taken from netcdf GOES data)
+    extent = (-3626751., 1382263.5, 1583666.1, 4588674.)
+
+`Top <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html>`__
+
+--------------
+
+3 Function: set_size()
+----------------------
+
+Here we’re defining a function that will allow us to pass in the
+dimensions of the output file we desire in pixels. Default Python
+methods require the size to be set in inches, which is confusing in our
+case, since we know what the size of GOES images are in pixels. Also,
+default Python functions add a padding when creating figures, and we
+don’t want that.
+
+This function allows the exact final image to be specified based in
+pixels, with no padding or buffers.
+
+.. code:: ipython3
+
+    def set_size(w,h, plt):
+        """ w, h: width, height in pixels """
+        
+        # Convert from pixels to inches
+        DPI = plt.figure().get_dpi()
+        w = w/float(DPI)
+        h = h/float(DPI)
+        
+        # Get the axes
+        ax=plt.gca()
+    
+        # Remove the padding
+        l = ax.figure.subplotpars.left
+        r = ax.figure.subplotpars.right
+        t = ax.figure.subplotpars.top
+        b = ax.figure.subplotpars.bottom
+        figw = float(w)/(r-l)
+        figh = float(h)/(t-b)
+        
+        # Set the final size
+        ax.figure.set_size_inches(figw, figh)
+        
+        # Return the DPI, this is used when in the 
+        # write_image() function
+        return DPI
+
+`Top <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html>`__
+
+--------------
+
+4 Function: write_img()
+-----------------------
+
+Next, we’re defining another function which takes the image data, file
+name, projection, extent, reference time, and whether or not to print
+out a footnote.
+
+This method specifies the size of the output image and creates a plot
+object to draw all our data into. Then it draws the GOES data,
+coastlines, state boundaries, and lat/lon lines onto the image.
+Additionally, if we want, it writes out a short footnote describing what
+product we’re looking at. Finally, it writes out the figure to disk.
+
+By default we’re specifying the output dimensions to be 5000x4000
+pixels, because that is the native GOES image size, but feel free to
+modify these values if you wish to print out an image of another size
+(you may want to keep the w:h ratio the same though).
+
+.. code:: ipython3
+
+    def write_img(data, name, proj, extent, reftime, footnote):
+        
+        # Specify the desired size, in pixels
+        px_width = 5000.0
+        px_height = 3000.0
+    
+        # Create the plot with proper projection, and set the figure size
+        fig = plt.figure()
+        DPI = set_size(px_width, px_height, plt)
+        ax = plt.axes(projection=proj)
+         
+        # Draw GOES data
+        ax.imshow(data, cmap='gray', transform=proj, extent=extent)
+    
+        # Add Coastlines and States
+        ax.coastlines(resolution='50m', color='magenta', linewidth=1.0)
+        ax.add_feature(cfeat.STATES, edgecolor='magenta', linewidth=1.0)
+        ax.gridlines(color='cyan', linewidth=2.0, xlocs=np.arange(-180, 180, 10), linestyle=(0,(5,10)))
+    
+        # Create and draw the footnote if needed
+        if footnote: 
+            footnoteStr = '   CIRA-'+name[7:-4]+'-'+str(reftime)
+            plt.annotate(str(footnoteStr), (0,0), (0, 0), xycoords='axes fraction', textcoords='offset points', va='top')
+        
+        # Write out the figure
+        plt.savefig(name, dpi=DPI, bbox_inches='tight', pad_inches=0)
+
+`Top <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html>`__
+
+--------------
+
+5 Get the Data and Write it Out!
+--------------------------------
+
+5.1 Filter the Data
+~~~~~~~~~~~~~~~~~~~
+
+Define exactly what data we want to be printing out. This notebook is
+designed to loop through and print out multiple images, so here we can
+pick which images we’re wanting to print out. We’re specifying
+**ECONUS** (for East CONUS), **CLDSNOW**, **DBRDUST**, and **GEOCOLR**
+(for the new CIRA products) and the **three channels** for the RBG
+composites.
+
+.. container:: alert-info
+
+   | Tip:
+   | More information could be gathered by looking at all the available
+     location names (sectors), identifiers (entities), and parameters
+     (channels). To see those run the following lines of code after the
+     dataType has been set to satellite on the request object:
+
+::
+
+   ## Print Available Location Names
+   print((DataAccessLayer.getAvailableLocationNames(request))
+      
+   ## Print Available Identifiers and Values
+   ids = DataAccessLayer.getOptionalIdentifiers(request)
+   print(ids)
+   for id in ids:
+       print(id, DataAccessLayer.getIdentifierValues(request, id))
+
+.. code:: ipython3
+
+    # Define Location names
+    sectors = ["ECONUS"]
+    
+    # Define creatingEntity Identifiers
+    entities = ["CLDSNOW", "DBRDUST", "GEOCOLR"]
+    
+    # Define parameters
+    ch1 = "CH-01-0.47um"
+    ch2 = "CH-02-0.64um"
+    ch3 = "CH-03-0.87um"
+    channels = [ch1, ch2, ch3]
+
+5.2 Define Output Location
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Here we define a folder for where the satellite images will be written
+to. The default directory is a new folder called ‘output’ that lives
+whereever this notebook lives.
+
+.. container:: alert-info
+
+   | Tip:
+   | If you specify the fully qualified path, it will no longer depend
+     on where this notebook is located. For example (for a Mac):
+
+::
+
+   outputDir = '/Users/scarter/test_dir/output/'
+
+.. code:: ipython3
+
+    # Define name of the desired end directory
+    outputDir = 'output/'
+    
+    # Check to see if this folder exists
+    if not os.path.exists(outputDir):
+        # If not, create the directory
+        print('Creating new output directory: ',outputDir)
+        os.makedirs(outputDir)
+    else:
+        # If so, let the user know
+        print('Output directory exists!')
+
+
+.. parsed-literal::
+
+    Output directory exists!
+
+
+5.3 Write Out GOES Images
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. code:: ipython3
+
+    # First loop through the sectors (location names)
+    for sector in sectors:
+        
+        # Set the location on the request
+        request.setLocationNames(sector)
+        
+        # Next loop through the Products (entities)
+        for entity in entities:
+            # Reset the time and channel variables since we're on a new product
+            time = None
+            R = None
+            G = None
+            B = None
+            
+            # Set the product
+            request.addIdentifier("creatingEntity", entity)
+            
+            # Cycle through the channels (parameters)
+            for channel in channels:
+                request.setParameters(channel)
+                
+                # Set the time for this product if it hasn't been set
+                # If it has been set, then we proceed with that value
+                # so that all bands in for the one product are pulled
+                # from the same time
+                if(time is None):
+                    times = DataAccessLayer.getAvailableTimes(request)
+                    time = [times[-1]]
+                    print("selected time:", time)
+    
+                # Request the data from EDEX
+                response = DataAccessLayer.getGridData(request, time)
+                # Grab the actual data from the response
+                grid = response[0]
+                # Get the raw data from the response
+                data = grid.getRawData()
+                reftime = grid.getDataTime().getRefTime()
+                
+                # Set the R,G,B channel
+                if(channel == ch1):
+                    B = data
+                elif (channel == ch2):
+                    R = data
+                elif (channel == ch3):
+                    G = data
+                
+                # Create the single channel name
+                name = outputDir+entity+'-'+sector+'-'+channel+'.png'
+    
+                # Write out the single channel
+                print('writing',name)
+                write_img(data, name, proj, extent, reftime, False)
+           
+            # --- End of channel loop    
+                
+            # Create the RGB product
+            # Apply range limits for each channel. RGB values must be between 0 and 1
+            R = np.clip(R, 0, 1)
+            G = np.clip(G, 0, 1)
+            B = np.clip(B, 0, 1)
+            RGB = np.dstack([R, G, B])
+            
+            # Create RGB name
+            rgbName = outputDir+entity+'-'+sector+'-RGB.png'
+            # Write out the RGB image
+            print('writing', rgbName)
+            write_img(RGB, rgbName, proj, extent, time, False)
+            
+        # --- End of entity loop
+    #--- End of sector loop
+            
+    print('Done!')
+
+
+.. parsed-literal::
+
+    selected time: [<DataTime instance: 2021-05-28 06:51:14 >]
+    writing output/CLDSNOW-ECONUS-CH-01-0.47um.png
+    writing output/CLDSNOW-ECONUS-CH-02-0.64um.png
+    writing output/CLDSNOW-ECONUS-CH-03-0.87um.png
+    writing output/CLDSNOW-ECONUS-RGB.png
+    selected time: [<DataTime instance: 2021-05-28 06:51:14 >]
+    writing output/DBRDUST-ECONUS-CH-01-0.47um.png
+    writing output/DBRDUST-ECONUS-CH-02-0.64um.png
+    writing output/DBRDUST-ECONUS-CH-03-0.87um.png
+    writing output/DBRDUST-ECONUS-RGB.png
+    selected time: [<DataTime instance: 2021-05-28 06:56:14 >]
+    writing output/GEOCOLR-ECONUS-CH-01-0.47um.png
+    writing output/GEOCOLR-ECONUS-CH-02-0.64um.png
+    writing output/GEOCOLR-ECONUS-CH-03-0.87um.png
+    writing output/GEOCOLR-ECONUS-RGB.png
+    Done!
+
+
+
+.. parsed-literal::
+
+    <Figure size 432x288 with 0 Axes>
+
+
+
+.. image:: GOES_CIRA_Product_Writer_files/GOES_CIRA_Product_Writer_25_2.png
+
+
+
+.. parsed-literal::
+
+    <Figure size 432x288 with 0 Axes>
+
+
+
+.. image:: GOES_CIRA_Product_Writer_files/GOES_CIRA_Product_Writer_25_4.png
+
+
+
+.. parsed-literal::
+
+    <Figure size 432x288 with 0 Axes>
+
+
+
+.. image:: GOES_CIRA_Product_Writer_files/GOES_CIRA_Product_Writer_25_6.png
+
+
+`Top <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html>`__
+
+--------------
+
+6 See Also
+----------
+
+6.1 Related Notebooks
+~~~~~~~~~~~~~~~~~~~~~
+
+-  `Satellite
+   Imagery <http://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html>`__
+
+6.2 Additional Documentation
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+**CIRA Quick Guides**
+
+-  `DEBRA-Dust <https://rammb.cira.colostate.edu/training/visit/quick_guides/QuickGuide_DEBRA-Dust_20210217.pdf>`__
+-  `Cloud-Snow <https://rammb.cira.colostate.edu/training/visit/quick_guides/GOES_Cloud_Snow_Discriminator_Quick_Guide_20190814.pdf>`__
+-  `GEOCOLOR <https://rammb.cira.colostate.edu/training/visit/quick_guides/QuickGuide_CIRA_Geocolor_20171019.pdf>`__
+
+**python-awips**
+
+-  `DataAccessLayer.changeEDEXHost() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.changeEDEXHost>`__
+-  `DataAccessLayer.newDataRequest() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.newDataRequest>`__
+-  `DataAccessLayer.getAvailableLocationNames() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableLocationNames>`__
+-  `DataAccessLayer.getOptionalIdentifiers() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getOptionalIdentifiers>`__
+-  `DataAccessLayer.getIdentifierValues() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getIdentifierValues>`__
+-  `DataAccessLayer.getAvailableTimes() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableTimes>`__
+-  `IDataRequest <http://unidata.github.io/python-awips/api/IDataRequest.html>`__
+
+**matplotlib**
+
+-  `matplotlib.pyplot() <https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.html>`__
+-  `matplotlib.pyplot.axes() <https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axes.html>`__
+-  `matplotlib.pyplot.figure() <https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.figure.html>`__
+
+**numpy**
+
+-  `numpy.clip() <https://numpy.org/doc/stable/reference/generated/numpy.clip.html>`__
+-  `numpy.dstack() <https://numpy.org/doc/stable/reference/generated/numpy.dstack.html>`__
+
+`Top <https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html>`__
+
+--------------

_static/basic.css

@@ -819,7 +819,7 @@ div.code-block-caption code {
 
 table.highlighttable td.linenos,
 span.linenos,
-div.doctest > div.highlight span.gp {  /* gp: Generic.Prompt */
+div.highlight span.gp {  /* gp: Generic.Prompt */
   user-select: none;
   -webkit-user-select: text; /* Safari fallback only */
   -webkit-user-select: none; /* Chrome/Safari */

_static/doctools.js

@@ -301,12 +301,14 @@ var Documentation = {
               window.location.href = prevHref;
               return false;
             }
+            break;
           case 39: // right
             var nextHref = $('link[rel="next"]').prop('href');
             if (nextHref) {
               window.location.href = nextHref;
               return false;
             }
+            break;
         }
       }
     });

_static/searchtools.js

@@ -276,7 +276,7 @@ var Search = {
           setTimeout(function() {
             displayNextItem();
           }, 5);
-        } else if (DOCUMENTATION_OPTIONS.HAS_SOURCE) {
+        } else {
           $.ajax({url: requestUrl,
                   dataType: "text",
                   complete: function(jqxhr, textstatus) {
@@ -289,12 +289,6 @@ var Search = {
                       displayNextItem();
                     }, 5);
                   }});
-        } else {
-          // no source available, just display title
-          Search.output.append(listItem);
-          setTimeout(function() {
-            displayNextItem();
-          }, 5);
         }
       }
       // search finished, update title and status message

examples/generated/Colored_Surface_Temperature_Plot.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/generated/Forecast_Model_Vertical_Sounding.html

@@ -42,7 +42,7 @@
     <link rel="author" title="About these documents" href="../../about.html" />
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="GOES Geostationary Lightning Mapper" href="GOES_Geostationary_Lightning_Mapper.html" />
+    <link rel="next" title="GOES CIRA Product Writer" href="GOES_CIRA_Product_Writer.html" />
     <link rel="prev" title="Colored Surface Temperature Plot" href="Colored_Surface_Temperature_Plot.html" /> 
 </head>
 
@@ -102,6 +102,7 @@
 <li class="toctree-l3"><a class="reference internal" href="#model-sounding-comparison">Model Sounding Comparison</a></li>
 </ul>
 </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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>
@@ -483,7 +484,7 @@ are returned as Kelvin and wind components as m/s.</p></li>
           </div>
           <footer>
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
-        <a href="GOES_Geostationary_Lightning_Mapper.html" class="btn btn-neutral float-right" title="GOES Geostationary Lightning Mapper" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+        <a href="GOES_CIRA_Product_Writer.html" class="btn btn-neutral float-right" title="GOES CIRA Product Writer" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
         <a href="Colored_Surface_Temperature_Plot.html" class="btn btn-neutral float-left" title="Colored Surface Temperature Plot" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
     </div>
 

examples/generated/GOES_CIRA_Product_Writer.html

@@ -0,0 +1,665 @@
+
+
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+  <meta charset="utf-8" />
+  
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  
+  <title>GOES CIRA Product Writer &mdash; python-awips  documentation</title>
+  
+
+  
+  <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+
+  
+  
+
+  
+  
+
+  
+
+  
+  <!--[if lt IE 9]>
+    <script src="../../_static/js/html5shiv.min.js"></script>
+  <![endif]-->
+  
+    
+      <script type="text/javascript" id="documentation_options" data-url_root="../../" src="../../_static/documentation_options.js"></script>
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+<li class="toctree-l2 current"><a class="current reference internal" href="#">GOES CIRA Product Writer</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#objectives">Objectives</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="#table-of-contents">Table of Contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#imports">1 Imports</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#initial-setup">2 Initial Setup</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#function-set-size">3 Function: set_size()</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#function-write-img">4 Function: write_img()</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#get-the-data-and-write-it-out">5 Get the Data and Write it Out!</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#see-also">6 See Also</a></li>
+</ul>
+</li>
+</ul>
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+  <div class="section" id="goes-cira-product-writer">
+<h1>GOES CIRA Product Writer<a class="headerlink" href="#goes-cira-product-writer" title="Permalink to this headline">¶</a></h1>
+<p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/GOES_CIRA_Product_Writer.ipynb">Notebook</a>
+Python-AWIPS Tutorial Notebook</p>
+<hr class="docutils" />
+<div class="section" id="objectives">
+<h2>Objectives<a class="headerlink" href="#objectives" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li><p>Use python-awips to connect to an EDEX server</p></li>
+<li><p>Define and filter the data request specifically for new <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#additional-documentation">CIRA GOES16
+data
+products</a></p></li>
+<li><p>Resize the products to their native resolution</p></li>
+<li><p>Write the individual bands (channels) locally</p></li>
+<li><p>Combine and write the RGB product locally</p></li>
+</ul>
+<hr class="docutils" />
+<div class="section" id="table-of-contents">
+<h3>Table of Contents<a class="headerlink" href="#table-of-contents" title="Permalink to this headline">¶</a></h3>
+<div class="line-block">
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#imports">1
+Imports</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#initial-setup">2 Initial
+Setup</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#edex-connection">2.1 EDEX
+Connection</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#parameter-definition">2.2 Parameter
+Definition</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#function-set_size">3 Function:
+set_size()</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#function-write-img">4 Function:
+write_img()</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#get-the-data-and-write-it-out">5 Get the Data and Write it
+Out!</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#filter-the-data">5.1 Filter the
+Data</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#define-output-location">5.2 Define Output
+Location</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#write-out-goes-images">5.3 Write Out GOES
+Images</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html#see-also">6 See
+Also</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.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/GOES_CIRA_Product_Writer.html#additional-documentation">6.2 Additional
+Documentation</a></div>
+</div>
+</div>
+<hr class="docutils" />
+<div class="section" id="imports">
+<h3>1 Imports<a class="headerlink" href="#imports" title="Permalink to this headline">¶</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">datetime</span> <span class="kn">import</span> <span class="n">datetime</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">os</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html">Top</a></p>
+</div>
+<hr class="docutils" />
+<div class="section" id="initial-setup">
+<h3>2 Initial Setup<a class="headerlink" href="#initial-setup" title="Permalink to this headline">¶</a></h3>
+<div class="section" id="edex-connection">
+<h4>2.1 EDEX Connection<a class="headerlink" href="#edex-connection" title="Permalink to this headline">¶</a></h4>
+<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>
+</div>
+<div class="section" id="parameter-definition">
+<h4>2.2 Parameter Definition<a class="headerlink" href="#parameter-definition" title="Permalink to this headline">¶</a></h4>
+<p>After establishing the python-awips specific objects, we create a few
+other parameters that will be used for the data query based off of known
+values: projection, and extent.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create a projection for ECONUS and WCONUS</span>
+<span class="c1"># Set up the projection using known parameters (from the netcdf of GOES products)</span>
+<span class="n">globe</span> <span class="o">=</span> <span class="n">ccrs</span><span class="o">.</span><span class="n">Globe</span><span class="p">(</span><span class="n">semimajor_axis</span><span class="o">=</span><span class="mf">6378137.0</span><span class="p">,</span> <span class="n">semiminor_axis</span><span class="o">=</span><span class="mf">6356752.5</span><span class="p">,</span> <span class="n">ellipse</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+<span class="n">sat_h</span> <span class="o">=</span> <span class="mf">35785830.0</span>
+<span class="n">proj</span> <span class="o">=</span> <span class="n">ccrs</span><span class="o">.</span><span class="n">Geostationary</span><span class="p">(</span><span class="n">globe</span><span class="o">=</span><span class="n">globe</span><span class="p">,</span> <span class="n">central_longitude</span><span class="o">=-</span><span class="mf">75.0</span><span class="p">,</span> <span class="n">satellite_height</span><span class="o">=</span><span class="n">sat_h</span><span class="p">,</span> <span class="n">sweep_axis</span><span class="o">=</span><span class="s1">&#39;x&#39;</span><span class="p">)</span>
+
+<span class="c1"># Define the extents for ECONUS and WCONUS in goes native coords</span>
+<span class="c1"># (originally taken from netcdf GOES data)</span>
+<span class="n">extent</span> <span class="o">=</span> <span class="p">(</span><span class="o">-</span><span class="mf">3626751.</span><span class="p">,</span> <span class="mf">1382263.5</span><span class="p">,</span> <span class="mf">1583666.1</span><span class="p">,</span> <span class="mf">4588674.</span><span class="p">)</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html">Top</a></p>
+</div>
+</div>
+<hr class="docutils" />
+<div class="section" id="function-set-size">
+<h3>3 Function: set_size()<a class="headerlink" href="#function-set-size" title="Permalink to this headline">¶</a></h3>
+<p>Here we’re defining a function that will allow us to pass in the
+dimensions of the output file we desire in pixels. Default Python
+methods require the size to be set in inches, which is confusing in our
+case, since we know what the size of GOES images are in pixels. Also,
+default Python functions add a padding when creating figures, and we
+don’t want that.</p>
+<p>This function allows the exact final image to be specified based in
+pixels, with no padding or buffers.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">set_size</span><span class="p">(</span><span class="n">w</span><span class="p">,</span><span class="n">h</span><span class="p">,</span> <span class="n">plt</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot; w, h: width, height in pixels &quot;&quot;&quot;</span>
+
+    <span class="c1"># Convert from pixels to inches</span>
+    <span class="n">DPI</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span><span class="o">.</span><span class="n">get_dpi</span><span class="p">()</span>
+    <span class="n">w</span> <span class="o">=</span> <span class="n">w</span><span class="o">/</span><span class="nb">float</span><span class="p">(</span><span class="n">DPI</span><span class="p">)</span>
+    <span class="n">h</span> <span class="o">=</span> <span class="n">h</span><span class="o">/</span><span class="nb">float</span><span class="p">(</span><span class="n">DPI</span><span class="p">)</span>
+
+    <span class="c1"># Get the axes</span>
+    <span class="n">ax</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">gca</span><span class="p">()</span>
+
+    <span class="c1"># Remove the padding</span>
+    <span class="n">l</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">figure</span><span class="o">.</span><span class="n">subplotpars</span><span class="o">.</span><span class="n">left</span>
+    <span class="n">r</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">figure</span><span class="o">.</span><span class="n">subplotpars</span><span class="o">.</span><span class="n">right</span>
+    <span class="n">t</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">figure</span><span class="o">.</span><span class="n">subplotpars</span><span class="o">.</span><span class="n">top</span>
+    <span class="n">b</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">figure</span><span class="o">.</span><span class="n">subplotpars</span><span class="o">.</span><span class="n">bottom</span>
+    <span class="n">figw</span> <span class="o">=</span> <span class="nb">float</span><span class="p">(</span><span class="n">w</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">r</span><span class="o">-</span><span class="n">l</span><span class="p">)</span>
+    <span class="n">figh</span> <span class="o">=</span> <span class="nb">float</span><span class="p">(</span><span class="n">h</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">t</span><span class="o">-</span><span class="n">b</span><span class="p">)</span>
+
+    <span class="c1"># Set the final size</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">figure</span><span class="o">.</span><span class="n">set_size_inches</span><span class="p">(</span><span class="n">figw</span><span class="p">,</span> <span class="n">figh</span><span class="p">)</span>
+
+    <span class="c1"># Return the DPI, this is used when in the</span>
+    <span class="c1"># write_image() function</span>
+    <span class="k">return</span> <span class="n">DPI</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html">Top</a></p>
+</div>
+<hr class="docutils" />
+<div class="section" id="function-write-img">
+<h3>4 Function: write_img()<a class="headerlink" href="#function-write-img" title="Permalink to this headline">¶</a></h3>
+<p>Next, we’re defining another function which takes the image data, file
+name, projection, extent, reference time, and whether or not to print
+out a footnote.</p>
+<p>This method specifies the size of the output image and creates a plot
+object to draw all our data into. Then it draws the GOES data,
+coastlines, state boundaries, and lat/lon lines onto the image.
+Additionally, if we want, it writes out a short footnote describing what
+product we’re looking at. Finally, it writes out the figure to disk.</p>
+<p>By default we’re specifying the output dimensions to be 5000x4000
+pixels, because that is the native GOES image size, but feel free to
+modify these values if you wish to print out an image of another size
+(you may want to keep the w:h ratio the same though).</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">write_img</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">proj</span><span class="p">,</span> <span class="n">extent</span><span class="p">,</span> <span class="n">reftime</span><span class="p">,</span> <span class="n">footnote</span><span class="p">):</span>
+
+    <span class="c1"># Specify the desired size, in pixels</span>
+    <span class="n">px_width</span> <span class="o">=</span> <span class="mf">5000.0</span>
+    <span class="n">px_height</span> <span class="o">=</span> <span class="mf">3000.0</span>
+
+    <span class="c1"># Create the plot with proper projection, and set the figure size</span>
+    <span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span>
+    <span class="n">DPI</span> <span class="o">=</span> <span class="n">set_size</span><span class="p">(</span><span class="n">px_width</span><span class="p">,</span> <span class="n">px_height</span><span class="p">,</span> <span class="n">plt</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">axes</span><span class="p">(</span><span class="n">projection</span><span class="o">=</span><span class="n">proj</span><span class="p">)</span>
+
+    <span class="c1"># Draw GOES data</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">imshow</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;gray&#39;</span><span class="p">,</span> <span class="n">transform</span><span class="o">=</span><span class="n">proj</span><span class="p">,</span> <span class="n">extent</span><span class="o">=</span><span class="n">extent</span><span class="p">)</span>
+
+    <span class="c1"># Add Coastlines and States</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">color</span><span class="o">=</span><span class="s1">&#39;magenta&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">1.0</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">cfeat</span><span class="o">.</span><span class="n">STATES</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;magenta&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">1.0</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">color</span><span class="o">=</span><span class="s1">&#39;cyan&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">2.0</span><span class="p">,</span> <span class="n">xlocs</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="o">-</span><span class="mi">180</span><span class="p">,</span> <span class="mi">180</span><span class="p">,</span> <span class="mi">10</span><span class="p">),</span> <span class="n">linestyle</span><span class="o">=</span><span class="p">(</span><span class="mi">0</span><span class="p">,(</span><span class="mi">5</span><span class="p">,</span><span class="mi">10</span><span class="p">)))</span>
+
+    <span class="c1"># Create and draw the footnote if needed</span>
+    <span class="k">if</span> <span class="n">footnote</span><span class="p">:</span>
+        <span class="n">footnoteStr</span> <span class="o">=</span> <span class="s1">&#39;   CIRA-&#39;</span><span class="o">+</span><span class="n">name</span><span class="p">[</span><span class="mi">7</span><span class="p">:</span><span class="o">-</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="s1">&#39;-&#39;</span><span class="o">+</span><span class="nb">str</span><span class="p">(</span><span class="n">reftime</span><span class="p">)</span>
+        <span class="n">plt</span><span class="o">.</span><span class="n">annotate</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">footnoteStr</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="n">xycoords</span><span class="o">=</span><span class="s1">&#39;axes fraction&#39;</span><span class="p">,</span> <span class="n">textcoords</span><span class="o">=</span><span class="s1">&#39;offset points&#39;</span><span class="p">,</span> <span class="n">va</span><span class="o">=</span><span class="s1">&#39;top&#39;</span><span class="p">)</span>
+
+    <span class="c1"># Write out the figure</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="n">dpi</span><span class="o">=</span><span class="n">DPI</span><span class="p">,</span> <span class="n">bbox_inches</span><span class="o">=</span><span class="s1">&#39;tight&#39;</span><span class="p">,</span> <span class="n">pad_inches</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html">Top</a></p>
+</div>
+<hr class="docutils" />
+<div class="section" id="get-the-data-and-write-it-out">
+<h3>5 Get the Data and Write it Out!<a class="headerlink" href="#get-the-data-and-write-it-out" title="Permalink to this headline">¶</a></h3>
+<div class="section" id="filter-the-data">
+<h4>5.1 Filter the Data<a class="headerlink" href="#filter-the-data" title="Permalink to this headline">¶</a></h4>
+<p>Define exactly what data we want to be printing out. This notebook is
+designed to loop through and print out multiple images, so here we can
+pick which images we’re wanting to print out. We’re specifying
+<strong>ECONUS</strong> (for East CONUS), <strong>CLDSNOW</strong>, <strong>DBRDUST</strong>, and <strong>GEOCOLR</strong>
+(for the new CIRA products) and the <strong>three channels</strong> for the RBG
+composites.</p>
+<div class="alert-info docutils container">
+<div class="line-block">
+<div class="line">Tip:</div>
+<div class="line">More information could be gathered by looking at all the available
+location names (sectors), identifiers (entities), and parameters
+(channels). To see those run the following lines of code after the
+dataType has been set to satellite on the request object:</div>
+</div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1">## Print Available Location Names</span>
+<span class="nb">print</span><span class="p">((</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="c1">## Print Available Identifiers and Values</span>
+<span class="n">ids</span> <span class="o">=</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="n">ids</span><span class="p">)</span>
+<span class="k">for</span> <span class="nb">id</span> <span class="ow">in</span> <span class="n">ids</span><span class="p">:</span>
+    <span class="nb">print</span><span class="p">(</span><span class="nb">id</span><span class="p">,</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="nb">id</span><span class="p">))</span>
+</pre></div>
+</div>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Define Location names</span>
+<span class="n">sectors</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;ECONUS&quot;</span><span class="p">]</span>
+
+<span class="c1"># Define creatingEntity Identifiers</span>
+<span class="n">entities</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;CLDSNOW&quot;</span><span class="p">,</span> <span class="s2">&quot;DBRDUST&quot;</span><span class="p">,</span> <span class="s2">&quot;GEOCOLR&quot;</span><span class="p">]</span>
+
+<span class="c1"># Define parameters</span>
+<span class="n">ch1</span> <span class="o">=</span> <span class="s2">&quot;CH-01-0.47um&quot;</span>
+<span class="n">ch2</span> <span class="o">=</span> <span class="s2">&quot;CH-02-0.64um&quot;</span>
+<span class="n">ch3</span> <span class="o">=</span> <span class="s2">&quot;CH-03-0.87um&quot;</span>
+<span class="n">channels</span> <span class="o">=</span> <span class="p">[</span><span class="n">ch1</span><span class="p">,</span> <span class="n">ch2</span><span class="p">,</span> <span class="n">ch3</span><span class="p">]</span>
+</pre></div>
+</div>
+</div>
+<div class="section" id="define-output-location">
+<h4>5.2 Define Output Location<a class="headerlink" href="#define-output-location" title="Permalink to this headline">¶</a></h4>
+<p>Here we define a folder for where the satellite images will be written
+to. The default directory is a new folder called ‘output’ that lives
+whereever this notebook lives.</p>
+<div class="alert-info docutils container">
+<div class="line-block">
+<div class="line">Tip:</div>
+<div class="line">If you specify the fully qualified path, it will no longer depend
+on where this notebook is located. For example (for a Mac):</div>
+</div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">outputDir</span> <span class="o">=</span> <span class="s1">&#39;/Users/scarter/test_dir/output/&#39;</span>
+</pre></div>
+</div>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Define name of the desired end directory</span>
+<span class="n">outputDir</span> <span class="o">=</span> <span class="s1">&#39;output/&#39;</span>
+
+<span class="c1"># Check to see if this folder exists</span>
+<span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">outputDir</span><span class="p">):</span>
+    <span class="c1"># If not, create the directory</span>
+    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Creating new output directory: &#39;</span><span class="p">,</span><span class="n">outputDir</span><span class="p">)</span>
+    <span class="n">os</span><span class="o">.</span><span class="n">makedirs</span><span class="p">(</span><span class="n">outputDir</span><span class="p">)</span>
+<span class="k">else</span><span class="p">:</span>
+    <span class="c1"># If so, let the user know</span>
+    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Output directory exists!&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>Output directory exists!
+</pre></div>
+</div>
+</div>
+<div class="section" id="write-out-goes-images">
+<h4>5.3 Write Out GOES Images<a class="headerlink" href="#write-out-goes-images" title="Permalink to this headline">¶</a></h4>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># First loop through the sectors (location names)</span>
+<span class="k">for</span> <span class="n">sector</span> <span class="ow">in</span> <span class="n">sectors</span><span class="p">:</span>
+
+    <span class="c1"># Set the location on the request</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"># Next loop through the Products (entities)</span>
+    <span class="k">for</span> <span class="n">entity</span> <span class="ow">in</span> <span class="n">entities</span><span class="p">:</span>
+        <span class="c1"># Reset the time and channel variables since we&#39;re on a new product</span>
+        <span class="n">time</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="n">R</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="n">G</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="n">B</span> <span class="o">=</span> <span class="kc">None</span>
+
+        <span class="c1"># Set the product</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="c1"># Cycle through the channels (parameters)</span>
+        <span class="k">for</span> <span class="n">channel</span> <span class="ow">in</span> <span class="n">channels</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="n">channel</span><span class="p">)</span>
+
+            <span class="c1"># Set the time for this product if it hasn&#39;t been set</span>
+            <span class="c1"># If it has been set, then we proceed with that value</span>
+            <span class="c1"># so that all bands in for the one product are pulled</span>
+            <span class="c1"># from the same time</span>
+            <span class="k">if</span><span class="p">(</span><span class="n">time</span> <span class="ow">is</span> <span class="kc">None</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">time</span> <span class="o">=</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="nb">print</span><span class="p">(</span><span class="s2">&quot;selected time:&quot;</span><span class="p">,</span> <span class="n">time</span><span class="p">)</span>
+
+            <span class="c1"># Request the data from EDEX</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="n">time</span><span class="p">)</span>
+            <span class="c1"># Grab the actual data from the response</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="c1"># Get the raw data from the response</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="n">reftime</span> <span class="o">=</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>
+
+            <span class="c1"># Set the R,G,B channel</span>
+            <span class="k">if</span><span class="p">(</span><span class="n">channel</span> <span class="o">==</span> <span class="n">ch1</span><span class="p">):</span>
+                <span class="n">B</span> <span class="o">=</span> <span class="n">data</span>
+            <span class="k">elif</span> <span class="p">(</span><span class="n">channel</span> <span class="o">==</span> <span class="n">ch2</span><span class="p">):</span>
+                <span class="n">R</span> <span class="o">=</span> <span class="n">data</span>
+            <span class="k">elif</span> <span class="p">(</span><span class="n">channel</span> <span class="o">==</span> <span class="n">ch3</span><span class="p">):</span>
+                <span class="n">G</span> <span class="o">=</span> <span class="n">data</span>
+
+            <span class="c1"># Create the single channel name</span>
+            <span class="n">name</span> <span class="o">=</span> <span class="n">outputDir</span><span class="o">+</span><span class="n">entity</span><span class="o">+</span><span class="s1">&#39;-&#39;</span><span class="o">+</span><span class="n">sector</span><span class="o">+</span><span class="s1">&#39;-&#39;</span><span class="o">+</span><span class="n">channel</span><span class="o">+</span><span class="s1">&#39;.png&#39;</span>
+
+            <span class="c1"># Write out the single channel</span>
+            <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;writing&#39;</span><span class="p">,</span><span class="n">name</span><span class="p">)</span>
+            <span class="n">write_img</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">proj</span><span class="p">,</span> <span class="n">extent</span><span class="p">,</span> <span class="n">reftime</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span>
+
+        <span class="c1"># --- End of channel loop</span>
+
+        <span class="c1"># Create the RGB product</span>
+        <span class="c1"># Apply range limits for each channel. RGB values must be between 0 and 1</span>
+        <span class="n">R</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">clip</span><span class="p">(</span><span class="n">R</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+        <span class="n">G</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">clip</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+        <span class="n">B</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">clip</span><span class="p">(</span><span class="n">B</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+        <span class="n">RGB</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">dstack</span><span class="p">([</span><span class="n">R</span><span class="p">,</span> <span class="n">G</span><span class="p">,</span> <span class="n">B</span><span class="p">])</span>
+
+        <span class="c1"># Create RGB name</span>
+        <span class="n">rgbName</span> <span class="o">=</span> <span class="n">outputDir</span><span class="o">+</span><span class="n">entity</span><span class="o">+</span><span class="s1">&#39;-&#39;</span><span class="o">+</span><span class="n">sector</span><span class="o">+</span><span class="s1">&#39;-RGB.png&#39;</span>
+        <span class="c1"># Write out the RGB image</span>
+        <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;writing&#39;</span><span class="p">,</span> <span class="n">rgbName</span><span class="p">)</span>
+        <span class="n">write_img</span><span class="p">(</span><span class="n">RGB</span><span class="p">,</span> <span class="n">rgbName</span><span class="p">,</span> <span class="n">proj</span><span class="p">,</span> <span class="n">extent</span><span class="p">,</span> <span class="n">time</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span>
+
+    <span class="c1"># --- End of entity loop</span>
+<span class="c1">#--- End of sector loop</span>
+
+<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Done!&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>selected time: [&lt;DataTime instance: 2021-05-28 06:51:14 &gt;]
+writing output/CLDSNOW-ECONUS-CH-01-0.47um.png
+writing output/CLDSNOW-ECONUS-CH-02-0.64um.png
+writing output/CLDSNOW-ECONUS-CH-03-0.87um.png
+writing output/CLDSNOW-ECONUS-RGB.png
+selected time: [&lt;DataTime instance: 2021-05-28 06:51:14 &gt;]
+writing output/DBRDUST-ECONUS-CH-01-0.47um.png
+writing output/DBRDUST-ECONUS-CH-02-0.64um.png
+writing output/DBRDUST-ECONUS-CH-03-0.87um.png
+writing output/DBRDUST-ECONUS-RGB.png
+selected time: [&lt;DataTime instance: 2021-05-28 06:56:14 &gt;]
+writing output/GEOCOLR-ECONUS-CH-01-0.47um.png
+writing output/GEOCOLR-ECONUS-CH-02-0.64um.png
+writing output/GEOCOLR-ECONUS-CH-03-0.87um.png
+writing output/GEOCOLR-ECONUS-RGB.png
+Done!
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&lt;</span><span class="n">Figure</span> <span class="n">size</span> <span class="mi">432</span><span class="n">x288</span> <span class="k">with</span> <span class="mi">0</span> <span class="n">Axes</span><span class="o">&gt;</span>
+</pre></div>
+</div>
+<img alt="../../_images/GOES_CIRA_Product_Writer_25_2.png" src="../../_images/GOES_CIRA_Product_Writer_25_2.png" />
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&lt;</span><span class="n">Figure</span> <span class="n">size</span> <span class="mi">432</span><span class="n">x288</span> <span class="k">with</span> <span class="mi">0</span> <span class="n">Axes</span><span class="o">&gt;</span>
+</pre></div>
+</div>
+<img alt="../../_images/GOES_CIRA_Product_Writer_25_4.png" src="../../_images/GOES_CIRA_Product_Writer_25_4.png" />
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&lt;</span><span class="n">Figure</span> <span class="n">size</span> <span class="mi">432</span><span class="n">x288</span> <span class="k">with</span> <span class="mi">0</span> <span class="n">Axes</span><span class="o">&gt;</span>
+</pre></div>
+</div>
+<img alt="../../_images/GOES_CIRA_Product_Writer_25_6.png" src="../../_images/GOES_CIRA_Product_Writer_25_6.png" />
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html">Top</a></p>
+</div>
+</div>
+<hr class="docutils" />
+<div class="section" id="see-also">
+<h3>6 See Also<a class="headerlink" href="#see-also" title="Permalink to this headline">¶</a></h3>
+<div class="section" id="related-notebooks">
+<h4>6.1 Related Notebooks<a class="headerlink" href="#related-notebooks" title="Permalink to this headline">¶</a></h4>
+<ul class="simple">
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Satellite
+Imagery</a></p></li>
+</ul>
+</div>
+<div class="section" id="additional-documentation">
+<h4>6.2 Additional Documentation<a class="headerlink" href="#additional-documentation" title="Permalink to this headline">¶</a></h4>
+<p><strong>CIRA Quick Guides</strong></p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://rammb.cira.colostate.edu/training/visit/quick_guides/QuickGuide_DEBRA-Dust_20210217.pdf">DEBRA-Dust</a></p></li>
+<li><p><a class="reference external" href="https://rammb.cira.colostate.edu/training/visit/quick_guides/GOES_Cloud_Snow_Discriminator_Quick_Guide_20190814.pdf">Cloud-Snow</a></p></li>
+<li><p><a class="reference external" href="https://rammb.cira.colostate.edu/training/visit/quick_guides/QuickGuide_CIRA_Geocolor_20171019.pdf">GEOCOLOR</a></p></li>
+</ul>
+<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><strong>numpy</strong></p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.clip.html">numpy.clip()</a></p></li>
+<li><p><a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.dstack.html">numpy.dstack()</a></p></li>
+</ul>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html">Top</a></p>
+<hr class="docutils" />
+</div>
+</div>
+</div>
+</div>
+
+
+           </div>
+           
+          </div>
+          <footer>
+    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+        <a href="GOES_Geostationary_Lightning_Mapper.html" class="btn btn-neutral float-right" title="GOES Geostationary Lightning Mapper" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+        <a href="Forecast_Model_Vertical_Sounding.html" class="btn btn-neutral float-left" title="Forecast Model Vertical Sounding" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+    </div>
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+          SphinxRtdTheme.Navigation.enable(true);
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examples/generated/GOES_Geostationary_Lightning_Mapper.html

@@ -43,7 +43,7 @@
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Grid Levels and Parameters" href="Grid_Levels_and_Parameters.html" />
-    <link rel="prev" title="Forecast Model Vertical Sounding" href="Forecast_Model_Vertical_Sounding.html" /> 
+    <link rel="prev" title="GOES CIRA Product Writer" href="GOES_CIRA_Product_Writer.html" /> 
 </head>
 
 <body class="wy-body-for-nav">
@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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 current"><a class="current reference internal" href="#">GOES Geostationary Lightning Mapper</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#glm-sources-and-parameters">GLM Sources and Parameters</a></li>
 </ul>
@@ -285,7 +286,7 @@ tornadoes, hurricanes, flash floods, snowstorms and fires.</p>
           <footer>
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
         <a href="Grid_Levels_and_Parameters.html" class="btn btn-neutral float-right" title="Grid Levels and Parameters" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
-        <a href="Forecast_Model_Vertical_Sounding.html" class="btn btn-neutral float-left" title="Forecast Model Vertical Sounding" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="GOES_CIRA_Product_Writer.html" class="btn btn-neutral float-left" title="GOES CIRA Product Writer" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
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   <hr/>

examples/generated/Grid_Levels_and_Parameters.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_Geostationary_Lightning_Mapper.html">GOES Geostationary Lightning Mapper</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Grid Levels and Parameters</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#objectives">Objectives</a><ul>

examples/generated/Grids_and_Cartopy.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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 current"><a class="current reference internal" href="#">Grids and Cartopy</a><ul>

examples/generated/METAR_Station_Plot_with_MetPy.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/generated/Map_Resources_and_Topography.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/generated/Model_Sounding_Data.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/generated/NEXRAD_Level3_Radar.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/generated/Precip_Accumulation-Region_Of_Interest.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/generated/Regional_Surface_Obs_Plot.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/generated/Satellite_Imagery.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/generated/Upper_Air_BUFR_Soundings.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/generated/Watch_and_Warning_Polygons.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Data Plotting Examples</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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="Grids_and_Cartopy.html">Grids and Cartopy</a></li>

examples/index.html

@@ -98,6 +98,7 @@
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Data Plotting Examples</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="generated/Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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/Grids_and_Cartopy.html">Grids and Cartopy</a></li>
@@ -188,6 +189,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="generated/Colored_Surface_Temperature_Plot.html">Colored Surface Temperature Plot</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_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/Grids_and_Cartopy.html">Grids and Cartopy</a></li>