From cc50eceebd5bdf7ef00bdaf27e410ad9b1c8756d Mon Sep 17 00:00:00 2001
From: srcarter3 <srcarter3@users.noreply.github.com>
Date: Fri, 2 Feb 2024 23:25:33 +0000
Subject: [PATCH] deploy: 4f55b3d4e61fd30cdddb115ab19bf95bc7994fea

---
 _images/Satellite_Imagery_26_1.png            |  Bin 0 -> 364064 bytes
 _images/Satellite_Imagery_26_2.png            |  Bin 0 -> 262982 bytes
 _images/Satellite_Imagery_7_2.png             |  Bin 378709 -> 0 bytes
 _images/Satellite_Imagery_7_3.png             |  Bin 322447 -> 0 bytes
 .../generated/Satellite_Imagery.rst.txt       | 1024 +++++++++++------
 _sources/index.rst.txt                        |    2 +-
 examples/generated/Satellite_Imagery.html     | 1015 ++++++++++------
 index.html                                    |    2 +-
 objects.inv                                   |  Bin 6564 -> 6655 bytes
 searchindex.js                                |    2 +-
 10 files changed, 1340 insertions(+), 705 deletions(-)
 create mode 100644 _images/Satellite_Imagery_26_1.png
 create mode 100644 _images/Satellite_Imagery_26_2.png
 delete mode 100644 _images/Satellite_Imagery_7_2.png
 delete mode 100644 _images/Satellite_Imagery_7_3.png

diff --git a/_images/Satellite_Imagery_26_1.png b/_images/Satellite_Imagery_26_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..37c43f9e841f23cb6891b42fb18ab3d286fbb03a
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diff --git a/_sources/examples/generated/Satellite_Imagery.rst.txt b/_sources/examples/generated/Satellite_Imagery.rst.txt
index 5f6ee52..b97f4c8 100644
--- a/_sources/examples/generated/Satellite_Imagery.rst.txt
+++ b/_sources/examples/generated/Satellite_Imagery.rst.txt
@@ -2,12 +2,58 @@
 Satellite Imagery
 =================
 `Notebook <http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Satellite_Imagery.ipynb>`_
-Satellite images are returned by Python AWIPS as grids, and can be
-rendered with Cartopy pcolormesh the same as gridded forecast models in
-other python-awips examples.
+Python-AWIPS Tutorial Notebook
 
-Available Sources, Creating Entities, Sectors, and Products
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+--------------
+
+Objectives
+==========
+
+-  Use python-awips to connect to an EDEX server
+-  Investigate available satellite imagery
+-  Define and filter request specifically for GOES mesoscale imagery
+-  Access satellite data in gridded format
+-  Create rendered images using `Matplotlib <https://matplotlib.org>`__
+
+--------------
+
+Table of Contents
+-----------------
+
+| `1
+  Imports <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#imports>`__\ 
+| `2 EDEX
+  Connection <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#edex-connection>`__\ 
+| `3 Function:
+  make_map() <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#function-make-map>`__\ 
+| `4 Investigate Available
+  Data <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#investigate-available-data>`__\ 
+|     `4.1
+  Sources <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#sources>`__\ 
+|     `4.2 Physical
+  Elements <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#physical-elements>`__\ 
+|     `4.3 Creating
+  Entities <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#creating-entities>`__\ 
+|     `4.4
+  Sectors <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#sectors>`__\ 
+|     `4.5 All
+  Products <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#all-products>`__\ 
+| `5 Render GOES East Mesoscale
+  Sectors <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#render-goes-east-mesoscale-sectors>`__\ 
+| `6 See
+  Also <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#see-also>`__\ 
+|     `6.1 Related
+  Notebooks <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#related-notebooks>`__\ 
+|     `6.2 Additional
+  Documentation <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.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
 
@@ -16,15 +62,67 @@ Available Sources, Creating Entities, Sectors, and Products
     import cartopy.feature as cfeat
     import matplotlib.pyplot as plt
     from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER
-    import numpy as np
     import datetime
-    
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html>`__
+
+--------------
+
+2 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")
-    
-    # get optional identifiers for satellite datatype
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html>`__
+
+--------------
+
+3 Function: make_map()
+----------------------
+
+In order to plot more than one image, it’s easiest to define common
+logic in a function. Here, a new function called **make_map** is
+defined. This function uses the `matplotlib.pyplot package
+(plt) <https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.html>`__
+to create a figure and axis. The coastlines (continental boundaries) are
+added, along with lat/lon grids.
+
+.. code:: ipython3
+
+    def make_map(bbox, projection=ccrs.PlateCarree()):
+        fig, ax = plt.subplots(figsize=(10,12),
+                subplot_kw=dict(projection=projection))
+        ax.set_extent(bbox)
+        ax.coastlines(resolution='50m')
+        gl = ax.gridlines(draw_labels=True)
+        gl.top_labels = gl.right_labels = False
+        gl.xformatter = LONGITUDE_FORMATTER
+        gl.yformatter = LATITUDE_FORMATTER
+        return fig, ax
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html>`__
+
+--------------
+
+4 Investigate Available Data
+----------------------------
+
+To see what data are all available, let’s look at which optional
+identifiers satellite data uses.
+
+.. code:: ipython3
+
+    # Get optional identifiers for satellite datatype
     identifiers = set(DataAccessLayer.getOptionalIdentifiers(request))
     
     print("Available Identifiers:")
@@ -37,12 +135,15 @@ Available Sources, Creating Entities, Sectors, and Products
 .. parsed-literal::
 
     Available Identifiers:
+     - source
      - physicalElement
      - creatingEntity
-     - source
      - sectorID
 
 
+4.1 Sources
+~~~~~~~~~~~
+
 .. code:: ipython3
 
     # Show available sources
@@ -55,9 +156,30 @@ Available Sources, Creating Entities, Sectors, and Products
 .. parsed-literal::
 
     source:
-    ['NESDIS', 'WCDAS', 'NSOF', 'UCAR', 'McIDAS']
+    ['GTDO1', 'RAMMB', 'WCDAS', 'RBU', 'UCAR', 'NSOF', 'McIDAS']
 
 
+4.2 Physical Elements
+~~~~~~~~~~~~~~~~~~~~~
+
+.. code:: ipython3
+
+    # Show available physicalElements
+    identifier = "physicalElement"
+    elements = DataAccessLayer.getIdentifierValues(request, identifier)
+    print(identifier + ":")
+    print(list(elements))
+
+
+.. parsed-literal::
+
+    physicalElement:
+    ['Imager 6.7-6.5 micron IR (WV)', 'CH-02-0.64um', 'VMP-151.30hPa', 'CTT', 'CH-07-3.90um', 'VTP-878.60hPa', 'VMP-706.60hPa', 'CH-12-9.61um', 'VMP-496.60hPa', 'SI', 'CH-06-2.25um', 'NTP', 'DVL', 'CL', 'VMP-71.50hPa', 'DustLow', 'VTP-931.50hPa', 'VTP-103.00hPa', 'LI', 'VMP-555.20hPa', 'Imager 12 micron IR', 'IceTemp', 'CF2', 'VMP-729.90hPa', 'VTP-407.50hPa', 'CAPE', 'HHC', 'VMP-1014.00hPa', 'VMP-535.20hPa', 'VTP-777.80hPa', 'VTP-535.20hPa', 'VTP-904.90hPa', 'CH-10-7.34um', 'VTP-1014.00hPa', 'ACTP', 'VTP-661.20hPa', 'IceAge3', 'VTP-9.51hPa', 'GLM_Flash_Extent_Density', 'GLM_Flash_Extent_Density_w5u1', 'CF3', 'VMP-852.80hPa', 'CSM', 'TT', 'IceAge8', 'VTP-706.60hPa', 'GLM_Minimum_Flash_Area_w5u1', 'SmokeMed', 'CH-09-6.95um', 'VMP-753.60hPa', 'VMP-878.60hPa', 'VTP-459.70hPa', 'DustMed', 'VMP-103.00hPa', 'CH-08-6.19um', 'VTP-151.30hPa', 'VTP-575.50hPa', 'VMP-407.50hPa', 'VMP-661.20hPa', 'VMP-777.80hPa', 'FDC Temp', 'DHR', 'IceMask', 'GLM_Total_Optical_Energy_w5u1_tile', 'CH-15-12.30um', 'VTP-29.12hPa', 'MVFR_Fog_Prob', 'CF5', 'VMP-359.00hPa', 'VMP-827.40hPa', 'VMP-986.10hPa', 'CTH', 'SSTF', 'VMP-201.00hPa', 'VMP-300.00hPa', 'FDC Power', 'VTP-852.80hPa', 'VMP-575.50hPa', 'CH-13-10.35um', 'Fog_Depth', 'TCF', 'CH-04-1.38um', 'DustHigh', 'VTP-683.70hPa', 'Imager Visible', 'GLM_Minimum_Flash_Area', 'VTP-729.90hPa', 'IFR_Fog_Prob', 'VMP-958.60hPa', 'VTP-753.60hPa', 'VMP-931.50hPa', 'VTP-555.20hPa', 'CH-05-1.61um', 'VTP-201.00hPa', 'RRQPE', 'LST', 'AOD', 'FSC', 'COD', 'VTP-827.40hPa', 'IceThickness', 'N1P', 'LIFR_Fog_Prob', 'VMP-596.30hPa', 'VTP-496.60hPa', 'TPW', 'VMP-904.90hPa', 'VMP-683.70hPa', 'VTP-802.40hPa', 'VTP-958.60hPa', 'VTP-596.30hPa', 'Fire_Mask', 'FDC Area', 'CH-11-8.50um', 'VMP-51.53hPa', 'EET', 'VTP-247.40hPa', 'VMP-802.40hPa', 'CTP', 'CH-01-0.47um', 'CH-16-13.30um', 'VMP-617.50hPa', 'VTP-51.53hPa', 'SST', 'VTP-617.50hPa', 'CF1', 'GLM_Total_Optical_Energy_tile', 'VMP-9.51hPa', 'VMP-247.40hPa', 'CF4', 'Imager 3.5-4.0 micron IR (Fog)', 'IceConc', 'SmokeHigh', 'KI', 'VTP-300.00hPa', 'VTP-20.92hPa', 'VTP-359.00hPa', 'Imager 11 micron IR', 'SmokeLow', 'VMP-20.92hPa', 'VMP-29.12hPa', 'VMP-459.70hPa', 'CH-03-0.87um', 'VTP-71.50hPa', 'CH-14-11.20um', 'VTP-986.10hPa']
+
+
+4.3 Creating Entities
+~~~~~~~~~~~~~~~~~~~~~
+
 .. code:: ipython3
 
     # Show available creatingEntities
@@ -70,9 +192,12 @@ Available Sources, Creating Entities, Sectors, and Products
 .. parsed-literal::
 
     creatingEntity:
-    ['GOES-16', 'Composite', 'GOES-15(P)', 'POES-NPOESS', 'UNIWISC', 'GOES-11(L)', 'Miscellaneous', 'GOES-17', 'NEXRCOMP']
+    ['GOES-18', 'GEOCOLR', 'GOES-16', 'NEXRCOMP', 'UNIWISC', 'CLDSNOW', 'DBRDUST']
 
 
+4.4 Sectors
+~~~~~~~~~~~
+
 .. code:: ipython3
 
     # Show available sectorIDs
@@ -85,12 +210,15 @@ Available Sources, Creating Entities, Sectors, and Products
 .. parsed-literal::
 
     sectorID:
-    ['EMESO-2', 'Northern Hemisphere Composite', 'EFD', 'TCONUS', 'Arctic', 'TFD', 'PRREGI', 'GOES-Sounder', 'EMESO-1', 'NEXRCOMP', 'ECONUS', 'GOES-West', 'Antarctic', 'GOES-East', 'Supernational', 'West CONUS', 'NH Composite - Meteosat-GOES E-GOES W-GMS']
+    ['EMESO-2', 'WCONUS', 'AKREGI', 'WMESO-1', 'WMESO-2', 'WFD', 'NEXRCOMP', 'ECONUS', 'AREA3100', 'Antarctic', 'PRREGI', 'EMESO-1', 'AREA3101', 'AREA0700', 'Arctic', 'AREA0600', 'EFD']
 
 
+4.5 All Products
+~~~~~~~~~~~~~~~~
+
 .. code:: ipython3
 
-    # Contrust a full satellite product tree
+    # Construct a full satellite product tree
     for entity in creatingEntities:
         print(entity)
         request = DataAccessLayer.newDataRequest("satellite")
@@ -104,16 +232,14 @@ Available Sources, Creating Entities, Sectors, and Products
             availableProducts.sort()
             for product in availableProducts:
                 print("    - " + product)
+    
+
 
 
 .. parsed-literal::
 
-    GOES-16
-     - ECONUS
-        - ACTP
-        - ADP
-        - AOD
-        - CAPE
+    GOES-18
+     - AKREGI
         - CH-01-0.47um
         - CH-02-0.64um
         - CH-03-0.87um
@@ -130,224 +256,132 @@ Available Sources, Creating Entities, Sectors, and Products
         - CH-14-11.20um
         - CH-15-12.30um
         - CH-16-13.30um
+     - WCONUS
+        - ACTP
+        - AOD
+        - CAPE
+        - CF1
+        - CF2
+        - CF3
+        - CF4
+        - CF5
+        - CH-01-0.47um
+        - CH-02-0.64um
+        - CH-03-0.87um
+        - CH-04-1.38um
+        - CH-05-1.61um
+        - CH-06-2.25um
+        - CH-07-3.90um
+        - CH-08-6.19um
+        - CH-09-6.95um
+        - CH-10-7.34um
+        - CH-11-8.50um
+        - CH-12-9.61um
+        - CH-13-10.35um
+        - CH-14-11.20um
+        - CH-15-12.30um
+        - CH-16-13.30um
+        - CL
         - CSM
         - CTH
+        - DustHigh
+        - DustLow
+        - DustMed
         - FDC Area
         - FDC Power
         - FDC Temp
+        - Fire_Mask
+        - Fog_Depth
+        - IFR_Fog_Prob
         - KI
         - LI
+        - LIFR_Fog_Prob
         - LST
+        - MVFR_Fog_Prob
         - SI
+        - SmokeHigh
+        - SmokeLow
+        - SmokeMed
+        - TCF
         - TPW
         - TT
-        - VMP-0.00hPa
-        - VMP-0.02hPa
-        - VMP-0.04hPa
-        - VMP-0.08hPa
-        - VMP-0.14hPa
-        - VMP-0.22hPa
-        - VMP-0.35hPa
-        - VMP-0.51hPa
-        - VMP-0.71hPa
-        - VMP-0.98hPa
-        - VMP-1.30hPa
-        - VMP-1.69hPa
-        - VMP-1013.95hPa
-        - VMP-103.02hPa
-        - VMP-1042.23hPa
-        - VMP-1070.92hPa
-        - VMP-11.00hPa
-        - VMP-110.24hPa
-        - VMP-1100.00hPa
-        - VMP-117.78hPa
-        - VMP-12.65hPa
-        - VMP-125.65hPa
-        - VMP-133.85hPa
-        - VMP-14.46hPa
-        - VMP-142.38hPa
-        - VMP-151.27hPa
-        - VMP-16.43hPa
-        - VMP-160.50hPa
-        - VMP-170.08hPa
-        - VMP-18.58hPa
-        - VMP-180.02hPa
-        - VMP-190.32hPa
-        - VMP-2.15hPa
-        - VMP-2.70hPa
+        - VMP-1014.00hPa
+        - VMP-103.00hPa
+        - VMP-151.30hPa
         - VMP-20.92hPa
-        - VMP-200.99hPa
-        - VMP-212.03hPa
-        - VMP-223.44hPa
-        - VMP-23.45hPa
-        - VMP-235.23hPa
-        - VMP-247.41hPa
-        - VMP-259.97hPa
-        - VMP-26.18hPa
-        - VMP-272.92hPa
-        - VMP-286.26hPa
+        - VMP-201.00hPa
+        - VMP-247.40hPa
         - VMP-29.12hPa
-        - VMP-3.34hPa
         - VMP-300.00hPa
-        - VMP-314.14hPa
-        - VMP-32.27hPa
-        - VMP-328.68hPa
-        - VMP-343.62hPa
-        - VMP-35.65hPa
-        - VMP-358.97hPa
-        - VMP-374.72hPa
-        - VMP-39.26hPa
-        - VMP-390.89hPa
-        - VMP-4.08hPa
-        - VMP-4.92hPa
-        - VMP-407.47hPa
-        - VMP-424.47hPa
-        - VMP-43.10hPa
-        - VMP-441.88hPa
-        - VMP-459.71hPa
-        - VMP-47.19hPa
-        - VMP-477.96hPa
-        - VMP-496.63hPa
-        - VMP-5.88hPa
+        - VMP-359.00hPa
+        - VMP-407.50hPa
+        - VMP-459.70hPa
+        - VMP-496.60hPa
         - VMP-51.53hPa
-        - VMP-515.72hPa
-        - VMP-535.23hPa
-        - VMP-555.17hPa
-        - VMP-56.13hPa
-        - VMP-575.52hPa
-        - VMP-596.31hPa
-        - VMP-6.96hPa
-        - VMP-60.99hPa
-        - VMP-617.51hPa
-        - VMP-639.14hPa
-        - VMP-66.13hPa
-        - VMP-661.19hPa
-        - VMP-683.67hPa
-        - VMP-706.57hPa
-        - VMP-71.54hPa
-        - VMP-729.89hPa
-        - VMP-753.63hPa
-        - VMP-77.24hPa
-        - VMP-777.79hPa
-        - VMP-8.17hPa
-        - VMP-802.37hPa
-        - VMP-827.37hPa
-        - VMP-83.23hPa
-        - VMP-852.79hPa
-        - VMP-878.62hPa
-        - VMP-89.52hPa
+        - VMP-535.20hPa
+        - VMP-555.20hPa
+        - VMP-575.50hPa
+        - VMP-596.30hPa
+        - VMP-617.50hPa
+        - VMP-661.20hPa
+        - VMP-683.70hPa
+        - VMP-706.60hPa
+        - VMP-71.50hPa
+        - VMP-729.90hPa
+        - VMP-753.60hPa
+        - VMP-777.80hPa
+        - VMP-802.40hPa
+        - VMP-827.40hPa
+        - VMP-852.80hPa
+        - VMP-878.60hPa
         - VMP-9.51hPa
-        - VMP-904.87hPa
-        - VMP-931.52hPa
-        - VMP-958.59hPa
-        - VMP-96.11hPa
-        - VMP-986.07hPa
-        - VTP-0.00hPa
-        - VTP-0.02hPa
-        - VTP-0.04hPa
-        - VTP-0.08hPa
-        - VTP-0.14hPa
-        - VTP-0.22hPa
-        - VTP-0.35hPa
-        - VTP-0.51hPa
-        - VTP-0.71hPa
-        - VTP-0.98hPa
-        - VTP-1.30hPa
-        - VTP-1.69hPa
-        - VTP-1013.95hPa
-        - VTP-103.02hPa
-        - VTP-1042.23hPa
-        - VTP-1070.92hPa
-        - VTP-11.00hPa
-        - VTP-110.24hPa
-        - VTP-1100.00hPa
-        - VTP-117.78hPa
-        - VTP-12.65hPa
-        - VTP-125.65hPa
-        - VTP-133.85hPa
-        - VTP-14.46hPa
-        - VTP-142.38hPa
-        - VTP-151.27hPa
-        - VTP-16.43hPa
-        - VTP-160.50hPa
-        - VTP-170.08hPa
-        - VTP-18.58hPa
-        - VTP-180.02hPa
-        - VTP-190.32hPa
-        - VTP-2.15hPa
-        - VTP-2.70hPa
+        - VMP-904.90hPa
+        - VMP-931.50hPa
+        - VMP-958.60hPa
+        - VMP-986.10hPa
+        - VTP-1014.00hPa
+        - VTP-103.00hPa
+        - VTP-151.30hPa
         - VTP-20.92hPa
-        - VTP-200.99hPa
-        - VTP-212.03hPa
-        - VTP-223.44hPa
-        - VTP-23.45hPa
-        - VTP-235.23hPa
-        - VTP-247.41hPa
-        - VTP-259.97hPa
-        - VTP-26.18hPa
-        - VTP-272.92hPa
-        - VTP-286.26hPa
+        - VTP-201.00hPa
+        - VTP-247.40hPa
         - VTP-29.12hPa
-        - VTP-3.34hPa
         - VTP-300.00hPa
-        - VTP-314.14hPa
-        - VTP-32.27hPa
-        - VTP-328.68hPa
-        - VTP-343.62hPa
-        - VTP-35.65hPa
-        - VTP-358.97hPa
-        - VTP-374.72hPa
-        - VTP-39.26hPa
-        - VTP-390.89hPa
-        - VTP-4.08hPa
-        - VTP-4.92hPa
-        - VTP-407.47hPa
-        - VTP-424.47hPa
-        - VTP-43.10hPa
-        - VTP-441.88hPa
-        - VTP-459.71hPa
-        - VTP-47.19hPa
-        - VTP-477.96hPa
-        - VTP-496.63hPa
-        - VTP-5.88hPa
+        - VTP-359.00hPa
+        - VTP-407.50hPa
+        - VTP-459.70hPa
+        - VTP-496.60hPa
         - VTP-51.53hPa
-        - VTP-515.72hPa
-        - VTP-535.23hPa
-        - VTP-555.17hPa
-        - VTP-56.13hPa
-        - VTP-575.52hPa
-        - VTP-596.31hPa
-        - VTP-6.96hPa
-        - VTP-60.99hPa
-        - VTP-617.51hPa
-        - VTP-639.14hPa
-        - VTP-66.13hPa
-        - VTP-661.19hPa
-        - VTP-683.67hPa
-        - VTP-706.57hPa
-        - VTP-71.54hPa
-        - VTP-729.89hPa
-        - VTP-753.63hPa
-        - VTP-77.24hPa
-        - VTP-777.79hPa
-        - VTP-8.17hPa
-        - VTP-802.37hPa
-        - VTP-827.37hPa
-        - VTP-83.23hPa
-        - VTP-852.79hPa
-        - VTP-878.62hPa
-        - VTP-89.52hPa
+        - VTP-535.20hPa
+        - VTP-555.20hPa
+        - VTP-575.50hPa
+        - VTP-596.30hPa
+        - VTP-617.50hPa
+        - VTP-661.20hPa
+        - VTP-683.70hPa
+        - VTP-706.60hPa
+        - VTP-71.50hPa
+        - VTP-729.90hPa
+        - VTP-753.60hPa
+        - VTP-777.80hPa
+        - VTP-802.40hPa
+        - VTP-827.40hPa
+        - VTP-852.80hPa
+        - VTP-878.60hPa
         - VTP-9.51hPa
-        - VTP-904.87hPa
-        - VTP-931.52hPa
-        - VTP-958.59hPa
-        - VTP-96.11hPa
-        - VTP-986.07hPa
-     - EFD
+        - VTP-904.90hPa
+        - VTP-931.50hPa
+        - VTP-958.60hPa
+        - VTP-986.10hPa
+     - WFD
         - ACTP
-        - ADP
         - AOD
         - CAPE
+        - CF1
+        - CF2
+        - CF3
+        - CF4
+        - CF5
         - CH-01-0.47um
         - CH-02-0.64um
         - CH-03-0.87um
@@ -364,26 +398,51 @@ Available Sources, Creating Entities, Sectors, and Products
         - CH-14-11.20um
         - CH-15-12.30um
         - CH-16-13.30um
+        - CL
         - CSM
         - CTH
         - CTT
+        - DustHigh
+        - DustLow
+        - DustMed
         - FDC Area
         - FDC Power
         - FDC Temp
+        - FSC
+        - Fire_Mask
+        - GLM_Flash_Extent_Density
+        - GLM_Flash_Extent_Density_w5u1
+        - GLM_Minimum_Flash_Area
+        - GLM_Minimum_Flash_Area_w5u1
+        - GLM_Total_Optical_Energy_tile
+        - GLM_Total_Optical_Energy_w5u1_tile
+        - IceAge3
+        - IceAge8
+        - IceConc
+        - IceMask
+        - IceTemp
+        - IceThickness
         - KI
         - LI
         - LST
         - RRQPE
         - SI
         - SST
+        - SSTF
+        - SmokeHigh
+        - SmokeLow
+        - SmokeMed
+        - TCF
         - TPW
         - TT
-        - VAH
-        - VAML
-     - EMESO-1
+     - WMESO-1
         - ACTP
-        - ADP
         - CAPE
+        - CF1
+        - CF2
+        - CF3
+        - CF4
+        - CF5
         - CH-01-0.47um
         - CH-02-0.64um
         - CH-03-0.87um
@@ -400,19 +459,322 @@ Available Sources, Creating Entities, Sectors, and Products
         - CH-14-11.20um
         - CH-15-12.30um
         - CH-16-13.30um
+        - CL
         - CSM
         - CTH
         - CTT
+        - DustHigh
+        - DustLow
+        - DustMed
+        - FDC Area
+        - FDC Power
+        - FDC Temp
+        - Fire_Mask
         - KI
         - LI
         - LST
         - SI
+        - SmokeHigh
+        - SmokeLow
+        - SmokeMed
+        - TCF
+        - TPW
+        - TT
+     - WMESO-2
+        - ACTP
+        - CAPE
+        - CF1
+        - CF2
+        - CF3
+        - CF4
+        - CF5
+        - CH-01-0.47um
+        - CH-02-0.64um
+        - CH-03-0.87um
+        - CH-04-1.38um
+        - CH-05-1.61um
+        - CH-06-2.25um
+        - CH-07-3.90um
+        - CH-08-6.19um
+        - CH-09-6.95um
+        - CH-10-7.34um
+        - CH-11-8.50um
+        - CH-12-9.61um
+        - CH-13-10.35um
+        - CH-14-11.20um
+        - CH-15-12.30um
+        - CH-16-13.30um
+        - CL
+        - CSM
+        - CTH
+        - CTT
+        - DustHigh
+        - DustLow
+        - DustMed
+        - FDC Area
+        - FDC Power
+        - FDC Temp
+        - Fire_Mask
+        - KI
+        - LI
+        - LST
+        - SI
+        - SmokeHigh
+        - SmokeLow
+        - SmokeMed
+        - TCF
+        - TPW
+        - TT
+    GEOCOLR
+     - ECONUS
+        - CH-01-0.47um
+        - CH-02-0.64um
+        - CH-03-0.87um
+     - WCONUS
+        - CH-01-0.47um
+        - CH-02-0.64um
+        - CH-03-0.87um
+    GOES-16
+     - ECONUS
+        - ACTP
+        - AOD
+        - CAPE
+        - CF1
+        - CF2
+        - CF3
+        - CF4
+        - CF5
+        - CH-01-0.47um
+        - CH-02-0.64um
+        - CH-03-0.87um
+        - CH-04-1.38um
+        - CH-05-1.61um
+        - CH-06-2.25um
+        - CH-07-3.90um
+        - CH-08-6.19um
+        - CH-09-6.95um
+        - CH-10-7.34um
+        - CH-11-8.50um
+        - CH-12-9.61um
+        - CH-13-10.35um
+        - CH-14-11.20um
+        - CH-15-12.30um
+        - CH-16-13.30um
+        - CL
+        - COD
+        - CSM
+        - CTH
+        - CTP
+        - DustHigh
+        - DustLow
+        - DustMed
+        - FDC Area
+        - FDC Power
+        - FDC Temp
+        - Fire_Mask
+        - Fog_Depth
+        - IFR_Fog_Prob
+        - KI
+        - LI
+        - LIFR_Fog_Prob
+        - LST
+        - MVFR_Fog_Prob
+        - SI
+        - SmokeHigh
+        - SmokeLow
+        - SmokeMed
+        - TCF
+        - TPW
+        - TT
+        - VMP-1014.00hPa
+        - VMP-103.00hPa
+        - VMP-151.30hPa
+        - VMP-20.92hPa
+        - VMP-201.00hPa
+        - VMP-247.40hPa
+        - VMP-29.12hPa
+        - VMP-300.00hPa
+        - VMP-359.00hPa
+        - VMP-407.50hPa
+        - VMP-459.70hPa
+        - VMP-496.60hPa
+        - VMP-51.53hPa
+        - VMP-535.20hPa
+        - VMP-555.20hPa
+        - VMP-575.50hPa
+        - VMP-596.30hPa
+        - VMP-617.50hPa
+        - VMP-661.20hPa
+        - VMP-683.70hPa
+        - VMP-706.60hPa
+        - VMP-71.50hPa
+        - VMP-729.90hPa
+        - VMP-753.60hPa
+        - VMP-777.80hPa
+        - VMP-802.40hPa
+        - VMP-827.40hPa
+        - VMP-852.80hPa
+        - VMP-878.60hPa
+        - VMP-9.51hPa
+        - VMP-904.90hPa
+        - VMP-931.50hPa
+        - VMP-958.60hPa
+        - VMP-986.10hPa
+        - VTP-1014.00hPa
+        - VTP-103.00hPa
+        - VTP-151.30hPa
+        - VTP-20.92hPa
+        - VTP-201.00hPa
+        - VTP-247.40hPa
+        - VTP-29.12hPa
+        - VTP-300.00hPa
+        - VTP-359.00hPa
+        - VTP-407.50hPa
+        - VTP-459.70hPa
+        - VTP-496.60hPa
+        - VTP-51.53hPa
+        - VTP-535.20hPa
+        - VTP-555.20hPa
+        - VTP-575.50hPa
+        - VTP-596.30hPa
+        - VTP-617.50hPa
+        - VTP-661.20hPa
+        - VTP-683.70hPa
+        - VTP-706.60hPa
+        - VTP-71.50hPa
+        - VTP-729.90hPa
+        - VTP-753.60hPa
+        - VTP-777.80hPa
+        - VTP-802.40hPa
+        - VTP-827.40hPa
+        - VTP-852.80hPa
+        - VTP-878.60hPa
+        - VTP-9.51hPa
+        - VTP-904.90hPa
+        - VTP-931.50hPa
+        - VTP-958.60hPa
+        - VTP-986.10hPa
+     - EFD
+        - ACTP
+        - AOD
+        - CAPE
+        - CF1
+        - CF2
+        - CF3
+        - CF4
+        - CF5
+        - CH-01-0.47um
+        - CH-02-0.64um
+        - CH-03-0.87um
+        - CH-04-1.38um
+        - CH-05-1.61um
+        - CH-06-2.25um
+        - CH-07-3.90um
+        - CH-08-6.19um
+        - CH-09-6.95um
+        - CH-10-7.34um
+        - CH-11-8.50um
+        - CH-12-9.61um
+        - CH-13-10.35um
+        - CH-14-11.20um
+        - CH-15-12.30um
+        - CH-16-13.30um
+        - CL
+        - COD
+        - CSM
+        - CTH
+        - CTP
+        - CTT
+        - DustHigh
+        - DustLow
+        - DustMed
+        - FDC Area
+        - FDC Power
+        - FDC Temp
+        - FSC
+        - Fire_Mask
+        - GLM_Flash_Extent_Density
+        - GLM_Flash_Extent_Density_w5u1
+        - GLM_Minimum_Flash_Area
+        - GLM_Minimum_Flash_Area_w5u1
+        - GLM_Total_Optical_Energy_tile
+        - GLM_Total_Optical_Energy_w5u1_tile
+        - IceAge3
+        - IceAge8
+        - IceConc
+        - IceMask
+        - IceTemp
+        - IceThickness
+        - KI
+        - LI
+        - LST
+        - RRQPE
+        - SI
+        - SST
+        - SSTF
+        - SmokeHigh
+        - SmokeLow
+        - SmokeMed
+        - TCF
+        - TPW
+        - TT
+     - EMESO-1
+        - ACTP
+        - CAPE
+        - CF1
+        - CF2
+        - CF3
+        - CF4
+        - CF5
+        - CH-01-0.47um
+        - CH-02-0.64um
+        - CH-03-0.87um
+        - CH-04-1.38um
+        - CH-05-1.61um
+        - CH-06-2.25um
+        - CH-07-3.90um
+        - CH-08-6.19um
+        - CH-09-6.95um
+        - CH-10-7.34um
+        - CH-11-8.50um
+        - CH-12-9.61um
+        - CH-13-10.35um
+        - CH-14-11.20um
+        - CH-15-12.30um
+        - CH-16-13.30um
+        - CL
+        - CSM
+        - CTH
+        - CTT
+        - DustHigh
+        - DustLow
+        - DustMed
+        - FDC Area
+        - FDC Power
+        - FDC Temp
+        - Fire_Mask
+        - KI
+        - LI
+        - LST
+        - SI
+        - SmokeHigh
+        - SmokeLow
+        - SmokeMed
+        - TCF
         - TPW
         - TT
      - EMESO-2
+
+
+.. parsed-literal::
+
         - ACTP
-        - ADP
         - CAPE
+        - CF1
+        - CF2
+        - CF3
+        - CF4
+        - CF5
         - CH-01-0.47um
         - CH-02-0.64um
         - CH-03-0.87um
@@ -429,13 +791,25 @@ Available Sources, Creating Entities, Sectors, and Products
         - CH-14-11.20um
         - CH-15-12.30um
         - CH-16-13.30um
+        - CL
         - CSM
         - CTH
         - CTT
+        - DustHigh
+        - DustLow
+        - DustMed
+        - FDC Area
+        - FDC Power
+        - FDC Temp
+        - Fire_Mask
         - KI
         - LI
         - LST
         - SI
+        - SmokeHigh
+        - SmokeLow
+        - SmokeMed
+        - TCF
         - TPW
         - TT
      - PRREGI
@@ -449,50 +823,25 @@ Available Sources, Creating Entities, Sectors, and Products
         - CH-08-6.19um
         - CH-09-6.95um
         - CH-10-7.34um
-        - CH-11-8.50um
-        - CH-12-9.61um
         - CH-13-10.35um
-        - CH-14-11.20um
         - CH-15-12.30um
-        - CH-16-13.30um
-    Composite
-     - NH Composite - Meteosat-GOES E-GOES W-GMS
-        - Imager 11 micron IR
-        - Imager 6.7-6.5 micron IR (WV)
-        - Imager Visible
-     - Supernational
-        - Gridded Cloud Amount
-        - Gridded Cloud Top Pressure or Height
-        - Sounder Based Derived Lifted Index (LI)
-        - Sounder Based Derived Precipitable Water (PW)
-        - Sounder Based Derived Surface Skin Temp (SFC Skin)
-    GOES-15(P)
-     - Northern Hemisphere Composite
-        - Imager 11 micron IR
-        - Imager 6.7-6.5 micron IR (WV)
-        - Imager Visible
-     - Supernational
-        - Imager 11 micron IR
-        - Imager 6.7-6.5 micron IR (WV)
-        - Imager Visible
-     - West CONUS
-        - Imager 11 micron IR
-        - Imager 13 micron IR
-        - Imager 3.9 micron IR
-        - Imager 6.7-6.5 micron IR (WV)
-        - Imager Visible
-        - Sounder 11.03 micron imagery
-        - Sounder 14.06 micron imagery
-        - Sounder 3.98 micron imagery
-        - Sounder 4.45 micron imagery
-        - Sounder 6.51 micron imagery
-        - Sounder 7.02 micron imagery
-        - Sounder 7.43 micron imagery
-        - Sounder Visible imagery
-    POES-NPOESS
-     - Supernational
-        - Rain fall rate
+    NEXRCOMP
+     - NEXRCOMP
+        - DHR
+        - DVL
+        - EET
+        - HHC
+        - N1P
+        - NTP
     UNIWISC
+     - AREA0600
+        - Imager 6.7-6.5 micron IR (WV)
+     - AREA0700
+        - Imager 11 micron IR
+     - AREA3100
+        - Imager 11 micron IR
+     - AREA3101
+        - Imager 6.7-6.5 micron IR (WV)
      - Antarctic
         - Imager 11 micron IR
         - Imager 12 micron IR
@@ -505,107 +854,49 @@ Available Sources, Creating Entities, Sectors, and Products
         - Imager 3.5-4.0 micron IR (Fog)
         - Imager 6.7-6.5 micron IR (WV)
         - Imager Visible
-     - GOES-East
-        - Imager 11 micron IR
-        - Imager 13 micron IR
-        - Imager 3.5-4.0 micron IR (Fog)
-        - Imager 6.7-6.5 micron IR (WV)
-        - Imager Visible
-     - GOES-Sounder
-        - CAPE
-        - Sounder Based Derived Lifted Index (LI)
-        - Sounder Based Derived Precipitable Water (PW)
-        - Sounder Based Total Column Ozone
-     - GOES-West
-        - Imager 11 micron IR
-        - Imager 13 micron IR
-        - Imager 3.5-4.0 micron IR (Fog)
-        - Imager 6.7-6.5 micron IR (WV)
-        - Imager Visible
-    GOES-11(L)
-     - West CONUS
-        - Low cloud base imagery
-    Miscellaneous
-     - Supernational
-        - Percent of Normal TPW
-        - Sounder Based Derived Precipitable Water (PW)
-    GOES-17
-     - TCONUS
+    CLDSNOW
+     - ECONUS
         - CH-01-0.47um
         - CH-02-0.64um
         - CH-03-0.87um
-        - CH-04-1.38um
-        - CH-05-1.61um
-        - CH-06-2.25um
-        - CH-07-3.90um
-        - CH-08-6.19um
-        - CH-09-6.95um
-        - CH-10-7.34um
-        - CH-11-8.50um
-        - CH-12-9.61um
-        - CH-13-10.35um
-        - CH-14-11.20um
-        - CH-15-12.30um
-        - CH-16-13.30um
-     - TFD
+     - WCONUS
+        - CH-01-0.47um
+        - CH-02-0.64um
+        - CH-03-0.87um
+    DBRDUST
+     - ECONUS
         - CH-01-0.47um
         - CH-02-0.64um
         - CH-03-0.87um
-        - CH-04-1.38um
-        - CH-05-1.61um
-        - CH-06-2.25um
-        - CH-07-3.90um
-        - CH-08-6.19um
-        - CH-09-6.95um
-        - CH-10-7.34um
-        - CH-11-8.50um
-        - CH-12-9.61um
-        - CH-13-10.35um
-        - CH-14-11.20um
-        - CH-15-12.30um
-        - CH-16-13.30um
-    NEXRCOMP
-     - NEXRCOMP
-        - DHR
-        - DVL
-        - EET
-        - HHC
-        - N0R
-        - N1P
-        - NTP
 
 
-GOES 16 Mesoscale Sectors
--------------------------
+Top
 
-Define our imports, and define our map properties first.
+--------------
+
+5 Render GOES East Mesoscale Sectors
+------------------------------------
+
+Create specific requests defining the datatype, sector, and parameter.
+Use the data returned to create plots and print out useful information
+about the data (metadata).
 
 .. code:: ipython3
 
-    %matplotlib inline
-    
-    def make_map(bbox, projection=ccrs.PlateCarree()):
-        fig, ax = plt.subplots(figsize=(10,12),
-                subplot_kw=dict(projection=projection))
-        if bbox[0] is not np.nan:
-            ax.set_extent(bbox)
-        ax.coastlines(resolution='50m')
-        gl = ax.gridlines(draw_labels=True)
-        gl.top_labels = gl.right_labels = False
-        gl.xformatter = LONGITUDE_FORMATTER
-        gl.yformatter = LATITUDE_FORMATTER
-        return fig, ax
-    
+    # Define the sectors we want to plot -- here let's use GOES-East mesoscales
     sectors = ["EMESO-1","EMESO-2"]
-    fig = plt.figure(figsize=(16,7*len(sectors)))
     
+    # For each sector render our plot
     for i, sector in enumerate(sectors):
     
+        # Create a new request specfically for this data
         request = DataAccessLayer.newDataRequest()
         request.setDatatype("satellite")
         request.setLocationNames(sector)
+        # Use Channel 13 as the data we want to render
         request.setParameters("CH-13-10.35um")
     
+        # Filter results by time
         utc = datetime.datetime.utcnow()
         times = DataAccessLayer.getAvailableTimes(request)
         hourdiff = utc - datetime.datetime.strptime(str(times[-1]),'%Y-%m-%d %H:%M:%S')
@@ -621,13 +912,17 @@ Define our imports, and define our map properties first.
         response = DataAccessLayer.getGridData(request, [times[-1]])
         grid = response[0]
         data = grid.getRawData()
+        
+        # Define the bounding box for the plot
         lons,lats = grid.getLatLonCoords()
         bbox = [lons.min(), lons.max(), lats.min(), lats.max()]
     
+        # Print out the time of the image we're using and where the data is
         print("Latest image available: "+str(times[-1]) + " ("+offsetStr+")")
         print("Image grid size: " + str(data.shape))
         print("Image grid extent: " + str(list(bbox)))
     
+        # Create the new plots
         fig, ax = make_map(bbox=bbox)
         states = cfeat.NaturalEarthFeature(category='cultural',
                                             name='admin_1_states_provinces_lines',
@@ -635,30 +930,61 @@ Define our imports, and define our map properties first.
         ax.add_feature(states, linestyle=':')
         cs = ax.pcolormesh(lons, lats, data, cmap='coolwarm')
         cbar = fig.colorbar(cs, shrink=0.6, orientation='horizontal')
+        # Set the colorbar label
         cbar.set_label(sector + " " + grid.getParameter() + " " \
         + str(grid.getDataTime().getRefTime()))
 
 
 .. parsed-literal::
 
-    Latest image available: 2018-10-09 19:17:28 (0.021388888888888888hr 0.0m ago)
+    Latest image available: 2024-01-30 21:20:28 (0.018333333333333333hr 0.0m ago)
     Image grid size: (500, 500)
-    Image grid extent: [-92.47462, -80.657455, 20.24799, 31.116167]
-    Latest image available: 2018-10-09 14:30:58 (4.797777777777778hr 0.0m ago)
+    Image grid extent: [-81.83639, -68.16361, 32.285526, 45.709965]
+    Latest image available: 2024-01-30 21:20:55 (0.011666666666666667hr 0.0m ago)
     Image grid size: (500, 500)
-    Image grid extent: [-104.61595, -87.45227, 29.422266, 42.70851]
+    Image grid extent: [-95.20762, -80.19988, 30.912949, 44.27834]
 
 
 
-.. parsed-literal::
-
-    <Figure size 1152x1008 with 0 Axes>
+.. image:: Satellite_Imagery_files/Satellite_Imagery_26_1.png
 
 
 
-.. image:: Satellite_Imagery_files/Satellite_Imagery_7_2.png
+.. image:: Satellite_Imagery_files/Satellite_Imagery_26_2.png
 
 
+`Top <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html>`__
 
-.. image:: Satellite_Imagery_files/Satellite_Imagery_7_3.png
+--------------
 
+6 See Also
+----------
+
+6.1 Related Notebooks
+~~~~~~~~~~~~~~~~~~~~~
+
+-  `GOES CIRA Product
+   Writer <http://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html>`__
+
+6.2 Additional Documentation
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+**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>`__
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html>`__
+
+--------------
diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt
index d1c1837..7052c63 100644
--- a/_sources/index.rst.txt
+++ b/_sources/index.rst.txt
@@ -4,7 +4,7 @@ Python AWIPS Data Access Framework
 
 The python-awips package provides a data access framework for requesting meteorological and geographic datasets from an `EDEX <http://unidata.github.io/awips2/#edex>`_ server.
 
-`AWIPS <http://unidata.github.io/awips2>`_ is a weather display and analysis package developed by the National Weather Service for operational forecasting.  UCAR's `Unidata Program Center <http://www.unidata.ucar.edu/software/awips2/>`_ supports a non-operational open-source release of the AWIPS software (`EDEX <http://unidata.github.io/awips2/#edex>`_, `CAVE <http://unidata.github.io/awips2/#cave>`_, and `python-awips <https://github.com/Unidata/python-awips>`_).
+`AWIPS <http://unidata.github.io/awips2>`_ is a weather display and analysis package developed by the National Weather Service for operational forecasting. `NSF Unidata <http://www.unidata.ucar.edu/software/awips2/>`_ supports a non-operational open-source release of the AWIPS software (`EDEX <http://unidata.github.io/awips2/#edex>`_, `CAVE <http://unidata.github.io/awips2/#cave>`_, and `python-awips <https://github.com/Unidata/python-awips>`_).
 
 .. _Jupyter Notebook: http://nbviewer.jupyter.org/github/Unidata/python-awips/tree/master/examples/notebooks
 
diff --git a/examples/generated/Satellite_Imagery.html b/examples/generated/Satellite_Imagery.html
index 79989ea..200a61e 100644
--- a/examples/generated/Satellite_Imagery.html
+++ b/examples/generated/Satellite_Imagery.html
@@ -64,8 +64,14 @@
 <li class="toctree-l2"><a class="reference internal" href="Precip_Accumulation_Region_of_Interest.html">Precip Accumulation Region of Interest</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Satellite Imagery</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="#available-sources-creating-entities-sectors-and-products">Available Sources, Creating Entities, Sectors, and Products</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#goes-16-mesoscale-sectors">GOES 16 Mesoscale Sectors</a></li>
+<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="#edex-connection">2 EDEX Connection</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#function-make-map">3 Function: make_map()</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#investigate-available-data">4 Investigate Available Data</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#render-goes-east-mesoscale-sectors">5 Render GOES East Mesoscale Sectors</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#see-also">6 See Also</a></li>
 </ul>
 </li>
 </ul>
@@ -107,25 +113,109 @@
   <section id="satellite-imagery">
 <h1>Satellite Imagery<a class="headerlink" href="#satellite-imagery" title="Permalink to this heading"></a></h1>
 <p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Satellite_Imagery.ipynb">Notebook</a>
-Satellite images are returned by Python AWIPS as grids, and can be
-rendered with Cartopy pcolormesh the same as gridded forecast models in
-other python-awips examples.</p>
-<section id="available-sources-creating-entities-sectors-and-products">
-<h2>Available Sources, Creating Entities, Sectors, and Products<a class="headerlink" href="#available-sources-creating-entities-sectors-and-products" title="Permalink to this heading"></a></h2>
+Python-AWIPS Tutorial Notebook</p>
+<hr class="docutils" />
+<section id="objectives">
+<h2>Objectives<a class="headerlink" href="#objectives" title="Permalink to this heading"></a></h2>
+<ul class="simple">
+<li><p>Use python-awips to connect to an EDEX server</p></li>
+<li><p>Investigate available satellite imagery</p></li>
+<li><p>Define and filter request specifically for GOES mesoscale imagery</p></li>
+<li><p>Access satellite data in gridded format</p></li>
+<li><p>Create rendered images using <a class="reference external" href="https://matplotlib.org">Matplotlib</a></p></li>
+</ul>
+<hr class="docutils" />
+<section id="table-of-contents">
+<h3>Table of Contents<a class="headerlink" href="#table-of-contents" title="Permalink to this heading"></a></h3>
+<div class="line-block">
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#imports">1
+Imports</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#edex-connection">2 EDEX
+Connection</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#function-make-map">3 Function:
+make_map()</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#investigate-available-data">4 Investigate Available
+Data</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#sources">4.1
+Sources</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#physical-elements">4.2 Physical
+Elements</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#creating-entities">4.3 Creating
+Entities</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#sectors">4.4
+Sectors</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#all-products">4.5 All
+Products</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#render-goes-east-mesoscale-sectors">5 Render GOES East Mesoscale
+Sectors</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#see-also">6 See
+Also</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#related-notebooks">6.1 Related
+Notebooks</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html#additional-documentation">6.2 Additional
+Documentation</a></div>
+</div>
+</section>
+<section id="imports">
+<h3>1 Imports<a class="headerlink" href="#imports" title="Permalink to this heading"></a></h3>
+<p>The imports below are used throughout the notebook. Note the first
+import is coming directly from python-awips and allows us to connect to
+an EDEX server. The subsequent imports are for data manipulation and
+visualization.</p>
 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">awips.dataaccess</span> <span class="kn">import</span> <span class="n">DataAccessLayer</span>
 <span class="kn">import</span> <span class="nn">cartopy.crs</span> <span class="k">as</span> <span class="nn">ccrs</span>
 <span class="kn">import</span> <span class="nn">cartopy.feature</span> <span class="k">as</span> <span class="nn">cfeat</span>
 <span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 <span class="kn">from</span> <span class="nn">cartopy.mpl.gridliner</span> <span class="kn">import</span> <span class="n">LONGITUDE_FORMATTER</span><span class="p">,</span> <span class="n">LATITUDE_FORMATTER</span>
-<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 <span class="kn">import</span> <span class="nn">datetime</span>
-
-<span class="c1"># Create an EDEX data request</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
+</section>
+<hr class="docutils" />
+<section id="edex-connection">
+<h3>2 EDEX Connection<a class="headerlink" href="#edex-connection" title="Permalink to this heading"></a></h3>
+<p>First we establish a connection to Unidata’s public EDEX server. With
+that connection made, we can create a <a class="reference external" href="http://unidata.github.io/python-awips/api/IDataRequest.html">new data request
+object</a>
+and set the data type to <strong>satellite</strong>.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create an EDEX data request</span>
 <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">changeEDEXHost</span><span class="p">(</span><span class="s2">&quot;edex-cloud.unidata.ucar.edu&quot;</span><span class="p">)</span>
 <span class="n">request</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">newDataRequest</span><span class="p">()</span>
 <span class="n">request</span><span class="o">.</span><span class="n">setDatatype</span><span class="p">(</span><span class="s2">&quot;satellite&quot;</span><span class="p">)</span>
-
-<span class="c1"># get optional identifiers for satellite datatype</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
+</section>
+<hr class="docutils" />
+<section id="function-make-map">
+<h3>3 Function: make_map()<a class="headerlink" href="#function-make-map" title="Permalink to this heading"></a></h3>
+<p>In order to plot more than one image, it’s easiest to define common
+logic in a function. Here, a new function called <strong>make_map</strong> is
+defined. This function uses the <a class="reference external" href="https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.html">matplotlib.pyplot package
+(plt)</a>
+to create a figure and axis. The coastlines (continental boundaries) are
+added, along with lat/lon grids.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">make_map</span><span class="p">(</span><span class="n">bbox</span><span class="p">,</span> <span class="n">projection</span><span class="o">=</span><span class="n">ccrs</span><span class="o">.</span><span class="n">PlateCarree</span><span class="p">()):</span>
+    <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span><span class="mi">12</span><span class="p">),</span>
+            <span class="n">subplot_kw</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">projection</span><span class="o">=</span><span class="n">projection</span><span class="p">))</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_extent</span><span class="p">(</span><span class="n">bbox</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">coastlines</span><span class="p">(</span><span class="n">resolution</span><span class="o">=</span><span class="s1">&#39;50m&#39;</span><span class="p">)</span>
+    <span class="n">gl</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">gridlines</span><span class="p">(</span><span class="n">draw_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">gl</span><span class="o">.</span><span class="n">top_labels</span> <span class="o">=</span> <span class="n">gl</span><span class="o">.</span><span class="n">right_labels</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="n">gl</span><span class="o">.</span><span class="n">xformatter</span> <span class="o">=</span> <span class="n">LONGITUDE_FORMATTER</span>
+    <span class="n">gl</span><span class="o">.</span><span class="n">yformatter</span> <span class="o">=</span> <span class="n">LATITUDE_FORMATTER</span>
+    <span class="k">return</span> <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
+</section>
+<hr class="docutils" />
+<section id="investigate-available-data">
+<h3>4 Investigate Available Data<a class="headerlink" href="#investigate-available-data" title="Permalink to this heading"></a></h3>
+<p>To see what data are all available, let’s look at which optional
+identifiers satellite data uses.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Get optional identifiers for satellite datatype</span>
 <span class="n">identifiers</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getOptionalIdentifiers</span><span class="p">(</span><span class="n">request</span><span class="p">))</span>
 
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Available Identifiers:&quot;</span><span class="p">)</span>
@@ -136,12 +226,14 @@ other python-awips examples.</p>
 </pre></div>
 </div>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Available</span> <span class="n">Identifiers</span><span class="p">:</span>
+ <span class="o">-</span> <span class="n">source</span>
  <span class="o">-</span> <span class="n">physicalElement</span>
  <span class="o">-</span> <span class="n">creatingEntity</span>
- <span class="o">-</span> <span class="n">source</span>
  <span class="o">-</span> <span class="n">sectorID</span>
 </pre></div>
 </div>
+<section id="sources">
+<h4>4.1 Sources<a class="headerlink" href="#sources" title="Permalink to this heading"></a></h4>
 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Show available sources</span>
 <span class="n">identifier</span> <span class="o">=</span> <span class="s2">&quot;source&quot;</span>
 <span class="n">sources</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getIdentifierValues</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">identifier</span><span class="p">)</span>
@@ -150,9 +242,26 @@ other python-awips examples.</p>
 </pre></div>
 </div>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">source</span><span class="p">:</span>
-<span class="p">[</span><span class="s1">&#39;NESDIS&#39;</span><span class="p">,</span> <span class="s1">&#39;WCDAS&#39;</span><span class="p">,</span> <span class="s1">&#39;NSOF&#39;</span><span class="p">,</span> <span class="s1">&#39;UCAR&#39;</span><span class="p">,</span> <span class="s1">&#39;McIDAS&#39;</span><span class="p">]</span>
+<span class="p">[</span><span class="s1">&#39;GTDO1&#39;</span><span class="p">,</span> <span class="s1">&#39;RAMMB&#39;</span><span class="p">,</span> <span class="s1">&#39;WCDAS&#39;</span><span class="p">,</span> <span class="s1">&#39;RBU&#39;</span><span class="p">,</span> <span class="s1">&#39;UCAR&#39;</span><span class="p">,</span> <span class="s1">&#39;NSOF&#39;</span><span class="p">,</span> <span class="s1">&#39;McIDAS&#39;</span><span class="p">]</span>
 </pre></div>
 </div>
+</section>
+<section id="physical-elements">
+<h4>4.2 Physical Elements<a class="headerlink" href="#physical-elements" title="Permalink to this heading"></a></h4>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Show available physicalElements</span>
+<span class="n">identifier</span> <span class="o">=</span> <span class="s2">&quot;physicalElement&quot;</span>
+<span class="n">elements</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getIdentifierValues</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">identifier</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">identifier</span> <span class="o">+</span> <span class="s2">&quot;:&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">elements</span><span class="p">))</span>
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">physicalElement</span><span class="p">:</span>
+<span class="p">[</span><span class="s1">&#39;Imager 6.7-6.5 micron IR (WV)&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-02-0.64um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-151.30hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CTT&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-07-3.90um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-878.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-706.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-12-9.61um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-496.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;SI&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-06-2.25um&#39;</span><span class="p">,</span> <span class="s1">&#39;NTP&#39;</span><span class="p">,</span> <span class="s1">&#39;DVL&#39;</span><span class="p">,</span> <span class="s1">&#39;CL&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-71.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;DustLow&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-931.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-103.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;LI&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-555.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;Imager 12 micron IR&#39;</span><span class="p">,</span> <span class="s1">&#39;IceTemp&#39;</span><span class="p">,</span> <span class="s1">&#39;CF2&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-729.90hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-407.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CAPE&#39;</span><span class="p">,</span> <span class="s1">&#39;HHC&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-1014.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-535.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-777.80hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-535.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-904.90hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-10-7.34um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-1014.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;ACTP&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-661.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;IceAge3&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-9.51hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Flash_Extent_Density&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Flash_Extent_Density_w5u1&#39;</span><span class="p">,</span> <span class="s1">&#39;CF3&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-852.80hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CSM&#39;</span><span class="p">,</span> <span class="s1">&#39;TT&#39;</span><span class="p">,</span> <span class="s1">&#39;IceAge8&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-706.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Minimum_Flash_Area_w5u1&#39;</span><span class="p">,</span> <span class="s1">&#39;SmokeMed&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-09-6.95um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-753.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-878.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-459.70hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;DustMed&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-103.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-08-6.19um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-151.30hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-575.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-407.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-661.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-777.80hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;FDC Temp&#39;</span><span class="p">,</span> <span class="s1">&#39;DHR&#39;</span><span class="p">,</span> <span class="s1">&#39;IceMask&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Total_Optical_Energy_w5u1_tile&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-15-12.30um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-29.12hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;MVFR_Fog_Prob&#39;</span><span class="p">,</span> <span class="s1">&#39;CF5&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-359.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-827.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-986.10hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CTH&#39;</span><span class="p">,</span> <span class="s1">&#39;SSTF&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-201.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-300.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;FDC Power&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-852.80hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-575.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-13-10.35um&#39;</span><span class="p">,</span> <span class="s1">&#39;Fog_Depth&#39;</span><span class="p">,</span> <span class="s1">&#39;TCF&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-04-1.38um&#39;</span><span class="p">,</span> <span class="s1">&#39;DustHigh&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-683.70hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;Imager Visible&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Minimum_Flash_Area&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-729.90hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;IFR_Fog_Prob&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-958.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-753.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-931.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-555.20hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-05-1.61um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-201.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;RRQPE&#39;</span><span class="p">,</span> <span class="s1">&#39;LST&#39;</span><span class="p">,</span> <span class="s1">&#39;AOD&#39;</span><span class="p">,</span> <span class="s1">&#39;FSC&#39;</span><span class="p">,</span> <span class="s1">&#39;COD&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-827.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;IceThickness&#39;</span><span class="p">,</span> <span class="s1">&#39;N1P&#39;</span><span class="p">,</span> <span class="s1">&#39;LIFR_Fog_Prob&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-596.30hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-496.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;TPW&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-904.90hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-683.70hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-802.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-958.60hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-596.30hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;Fire_Mask&#39;</span><span class="p">,</span> <span class="s1">&#39;FDC Area&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-11-8.50um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-51.53hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;EET&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-247.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-802.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CTP&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-01-0.47um&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-16-13.30um&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-617.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-51.53hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;SST&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-617.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CF1&#39;</span><span class="p">,</span> <span class="s1">&#39;GLM_Total_Optical_Energy_tile&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-9.51hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-247.40hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CF4&#39;</span><span class="p">,</span> <span class="s1">&#39;Imager 3.5-4.0 micron IR (Fog)&#39;</span><span class="p">,</span> <span class="s1">&#39;IceConc&#39;</span><span class="p">,</span> <span class="s1">&#39;SmokeHigh&#39;</span><span class="p">,</span> <span class="s1">&#39;KI&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-300.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-20.92hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-359.00hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;Imager 11 micron IR&#39;</span><span class="p">,</span> <span class="s1">&#39;SmokeLow&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-20.92hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-29.12hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;VMP-459.70hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-03-0.87um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-71.50hPa&#39;</span><span class="p">,</span> <span class="s1">&#39;CH-14-11.20um&#39;</span><span class="p">,</span> <span class="s1">&#39;VTP-986.10hPa&#39;</span><span class="p">]</span>
+</pre></div>
+</div>
+</section>
+<section id="creating-entities">
+<h4>4.3 Creating Entities<a class="headerlink" href="#creating-entities" title="Permalink to this heading"></a></h4>
 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Show available creatingEntities</span>
 <span class="n">identifier</span> <span class="o">=</span> <span class="s2">&quot;creatingEntity&quot;</span>
 <span class="n">creatingEntities</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getIdentifierValues</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">identifier</span><span class="p">)</span>
@@ -161,9 +270,12 @@ other python-awips examples.</p>
 </pre></div>
 </div>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">creatingEntity</span><span class="p">:</span>
-<span class="p">[</span><span class="s1">&#39;GOES-16&#39;</span><span class="p">,</span> <span class="s1">&#39;Composite&#39;</span><span class="p">,</span> <span class="s1">&#39;GOES-15(P)&#39;</span><span class="p">,</span> <span class="s1">&#39;POES-NPOESS&#39;</span><span class="p">,</span> <span class="s1">&#39;UNIWISC&#39;</span><span class="p">,</span> <span class="s1">&#39;GOES-11(L)&#39;</span><span class="p">,</span> <span class="s1">&#39;Miscellaneous&#39;</span><span class="p">,</span> <span class="s1">&#39;GOES-17&#39;</span><span class="p">,</span> <span class="s1">&#39;NEXRCOMP&#39;</span><span class="p">]</span>
+<span class="p">[</span><span class="s1">&#39;GOES-18&#39;</span><span class="p">,</span> <span class="s1">&#39;GEOCOLR&#39;</span><span class="p">,</span> <span class="s1">&#39;GOES-16&#39;</span><span class="p">,</span> <span class="s1">&#39;NEXRCOMP&#39;</span><span class="p">,</span> <span class="s1">&#39;UNIWISC&#39;</span><span class="p">,</span> <span class="s1">&#39;CLDSNOW&#39;</span><span class="p">,</span> <span class="s1">&#39;DBRDUST&#39;</span><span class="p">]</span>
 </pre></div>
 </div>
+</section>
+<section id="sectors">
+<h4>4.4 Sectors<a class="headerlink" href="#sectors" title="Permalink to this heading"></a></h4>
 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Show available sectorIDs</span>
 <span class="n">identifier</span> <span class="o">=</span> <span class="s2">&quot;sectorID&quot;</span>
 <span class="n">sectorIDs</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getIdentifierValues</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">identifier</span><span class="p">)</span>
@@ -172,10 +284,13 @@ other python-awips examples.</p>
 </pre></div>
 </div>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">sectorID</span><span class="p">:</span>
-<span class="p">[</span><span class="s1">&#39;EMESO-2&#39;</span><span class="p">,</span> <span class="s1">&#39;Northern Hemisphere Composite&#39;</span><span class="p">,</span> <span class="s1">&#39;EFD&#39;</span><span class="p">,</span> <span class="s1">&#39;TCONUS&#39;</span><span class="p">,</span> <span class="s1">&#39;Arctic&#39;</span><span class="p">,</span> <span class="s1">&#39;TFD&#39;</span><span class="p">,</span> <span class="s1">&#39;PRREGI&#39;</span><span class="p">,</span> <span class="s1">&#39;GOES-Sounder&#39;</span><span class="p">,</span> <span class="s1">&#39;EMESO-1&#39;</span><span class="p">,</span> <span class="s1">&#39;NEXRCOMP&#39;</span><span class="p">,</span> <span class="s1">&#39;ECONUS&#39;</span><span class="p">,</span> <span class="s1">&#39;GOES-West&#39;</span><span class="p">,</span> <span class="s1">&#39;Antarctic&#39;</span><span class="p">,</span> <span class="s1">&#39;GOES-East&#39;</span><span class="p">,</span> <span class="s1">&#39;Supernational&#39;</span><span class="p">,</span> <span class="s1">&#39;West CONUS&#39;</span><span class="p">,</span> <span class="s1">&#39;NH Composite - Meteosat-GOES E-GOES W-GMS&#39;</span><span class="p">]</span>
+<span class="p">[</span><span class="s1">&#39;EMESO-2&#39;</span><span class="p">,</span> <span class="s1">&#39;WCONUS&#39;</span><span class="p">,</span> <span class="s1">&#39;AKREGI&#39;</span><span class="p">,</span> <span class="s1">&#39;WMESO-1&#39;</span><span class="p">,</span> <span class="s1">&#39;WMESO-2&#39;</span><span class="p">,</span> <span class="s1">&#39;WFD&#39;</span><span class="p">,</span> <span class="s1">&#39;NEXRCOMP&#39;</span><span class="p">,</span> <span class="s1">&#39;ECONUS&#39;</span><span class="p">,</span> <span class="s1">&#39;AREA3100&#39;</span><span class="p">,</span> <span class="s1">&#39;Antarctic&#39;</span><span class="p">,</span> <span class="s1">&#39;PRREGI&#39;</span><span class="p">,</span> <span class="s1">&#39;EMESO-1&#39;</span><span class="p">,</span> <span class="s1">&#39;AREA3101&#39;</span><span class="p">,</span> <span class="s1">&#39;AREA0700&#39;</span><span class="p">,</span> <span class="s1">&#39;Arctic&#39;</span><span class="p">,</span> <span class="s1">&#39;AREA0600&#39;</span><span class="p">,</span> <span class="s1">&#39;EFD&#39;</span><span class="p">]</span>
 </pre></div>
 </div>
-<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Contrust a full satellite product tree</span>
+</section>
+<section id="all-products">
+<h4>4.5 All Products<a class="headerlink" href="#all-products" title="Permalink to this heading"></a></h4>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Construct a full satellite product tree</span>
 <span class="k">for</span> <span class="n">entity</span> <span class="ow">in</span> <span class="n">creatingEntities</span><span class="p">:</span>
     <span class="nb">print</span><span class="p">(</span><span class="n">entity</span><span class="p">)</span>
     <span class="n">request</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">newDataRequest</span><span class="p">(</span><span class="s2">&quot;satellite&quot;</span><span class="p">)</span>
@@ -191,12 +306,8 @@ other python-awips examples.</p>
             <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;    - &quot;</span> <span class="o">+</span> <span class="n">product</span><span class="p">)</span>
 </pre></div>
 </div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">GOES</span><span class="o">-</span><span class="mi">16</span>
- <span class="o">-</span> <span class="n">ECONUS</span>
-    <span class="o">-</span> <span class="n">ACTP</span>
-    <span class="o">-</span> <span class="n">ADP</span>
-    <span class="o">-</span> <span class="n">AOD</span>
-    <span class="o">-</span> <span class="n">CAPE</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">GOES</span><span class="o">-</span><span class="mi">18</span>
+ <span class="o">-</span> <span class="n">AKREGI</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
@@ -213,224 +324,132 @@ other python-awips examples.</p>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
+ <span class="o">-</span> <span class="n">WCONUS</span>
+    <span class="o">-</span> <span class="n">ACTP</span>
+    <span class="o">-</span> <span class="n">AOD</span>
+    <span class="o">-</span> <span class="n">CAPE</span>
+    <span class="o">-</span> <span class="n">CF1</span>
+    <span class="o">-</span> <span class="n">CF2</span>
+    <span class="o">-</span> <span class="n">CF3</span>
+    <span class="o">-</span> <span class="n">CF4</span>
+    <span class="o">-</span> <span class="n">CF5</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CL</span>
     <span class="o">-</span> <span class="n">CSM</span>
     <span class="o">-</span> <span class="n">CTH</span>
+    <span class="o">-</span> <span class="n">DustHigh</span>
+    <span class="o">-</span> <span class="n">DustLow</span>
+    <span class="o">-</span> <span class="n">DustMed</span>
     <span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
     <span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
     <span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
+    <span class="o">-</span> <span class="n">Fire_Mask</span>
+    <span class="o">-</span> <span class="n">Fog_Depth</span>
+    <span class="o">-</span> <span class="n">IFR_Fog_Prob</span>
     <span class="o">-</span> <span class="n">KI</span>
     <span class="o">-</span> <span class="n">LI</span>
+    <span class="o">-</span> <span class="n">LIFR_Fog_Prob</span>
     <span class="o">-</span> <span class="n">LST</span>
+    <span class="o">-</span> <span class="n">MVFR_Fog_Prob</span>
     <span class="o">-</span> <span class="n">SI</span>
+    <span class="o">-</span> <span class="n">SmokeHigh</span>
+    <span class="o">-</span> <span class="n">SmokeLow</span>
+    <span class="o">-</span> <span class="n">SmokeMed</span>
+    <span class="o">-</span> <span class="n">TCF</span>
     <span class="o">-</span> <span class="n">TPW</span>
     <span class="o">-</span> <span class="n">TT</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.00</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.02</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.04</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.08</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.14</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.22</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.35</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.51</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.71</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">0.98</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1.30</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1.69</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1013.95</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">103.02</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1042.23</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1070.92</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">11.00</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">110.24</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1100.00</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">117.78</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">12.65</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">125.65</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">133.85</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">14.46</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">142.38</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">151.27</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">16.43</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">160.50</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">170.08</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">18.58</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">180.02</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">190.32</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">2.15</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">2.70</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1014.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">103.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">151.30</span><span class="n">hPa</span>
     <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">20.92</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">200.99</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">212.03</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">223.44</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">23.45</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">235.23</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">247.41</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">259.97</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">26.18</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">272.92</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">286.26</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">201.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">247.40</span><span class="n">hPa</span>
     <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">29.12</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">3.34</span><span class="n">hPa</span>
     <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">300.00</span><span class="n">hPa</span>
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-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">441.88</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">459.71</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">47.19</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">477.96</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">496.63</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">5.88</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">359.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">407.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">459.70</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">496.60</span><span class="n">hPa</span>
     <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">51.53</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">515.72</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">535.23</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">555.17</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">56.13</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">575.52</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">596.31</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">6.96</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">60.99</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">617.51</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">639.14</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">66.13</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">661.19</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">683.67</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">706.57</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">71.54</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">729.89</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">753.63</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">77.24</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">777.79</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">8.17</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">802.37</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">827.37</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">83.23</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">852.79</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">878.62</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">89.52</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">535.20</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">555.20</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">575.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">596.30</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">617.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">661.20</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">683.70</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">706.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">71.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">729.90</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">753.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">777.80</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">802.40</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">827.40</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">852.80</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">878.60</span><span class="n">hPa</span>
     <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">9.51</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">904.87</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">931.52</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">958.59</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">96.11</span><span class="n">hPa</span>
-    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">986.07</span><span class="n">hPa</span>
- <span class="o">-</span> <span class="n">EFD</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">904.90</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">931.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">958.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">986.10</span><span class="n">hPa</span>
+ <span class="o">-</span> <span class="n">WFD</span>
     <span class="o">-</span> <span class="n">ACTP</span>
-    <span class="o">-</span> <span class="n">ADP</span>
     <span class="o">-</span> <span class="n">AOD</span>
     <span class="o">-</span> <span class="n">CAPE</span>
+    <span class="o">-</span> <span class="n">CF1</span>
+    <span class="o">-</span> <span class="n">CF2</span>
+    <span class="o">-</span> <span class="n">CF3</span>
+    <span class="o">-</span> <span class="n">CF4</span>
+    <span class="o">-</span> <span class="n">CF5</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
@@ -447,26 +466,51 @@ other python-awips examples.</p>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CL</span>
     <span class="o">-</span> <span class="n">CSM</span>
     <span class="o">-</span> <span class="n">CTH</span>
     <span class="o">-</span> <span class="n">CTT</span>
+    <span class="o">-</span> <span class="n">DustHigh</span>
+    <span class="o">-</span> <span class="n">DustLow</span>
+    <span class="o">-</span> <span class="n">DustMed</span>
     <span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
     <span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
     <span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
+    <span class="o">-</span> <span class="n">FSC</span>
+    <span class="o">-</span> <span class="n">Fire_Mask</span>
+    <span class="o">-</span> <span class="n">GLM_Flash_Extent_Density</span>
+    <span class="o">-</span> <span class="n">GLM_Flash_Extent_Density_w5u1</span>
+    <span class="o">-</span> <span class="n">GLM_Minimum_Flash_Area</span>
+    <span class="o">-</span> <span class="n">GLM_Minimum_Flash_Area_w5u1</span>
+    <span class="o">-</span> <span class="n">GLM_Total_Optical_Energy_tile</span>
+    <span class="o">-</span> <span class="n">GLM_Total_Optical_Energy_w5u1_tile</span>
+    <span class="o">-</span> <span class="n">IceAge3</span>
+    <span class="o">-</span> <span class="n">IceAge8</span>
+    <span class="o">-</span> <span class="n">IceConc</span>
+    <span class="o">-</span> <span class="n">IceMask</span>
+    <span class="o">-</span> <span class="n">IceTemp</span>
+    <span class="o">-</span> <span class="n">IceThickness</span>
     <span class="o">-</span> <span class="n">KI</span>
     <span class="o">-</span> <span class="n">LI</span>
     <span class="o">-</span> <span class="n">LST</span>
     <span class="o">-</span> <span class="n">RRQPE</span>
     <span class="o">-</span> <span class="n">SI</span>
     <span class="o">-</span> <span class="n">SST</span>
+    <span class="o">-</span> <span class="n">SSTF</span>
+    <span class="o">-</span> <span class="n">SmokeHigh</span>
+    <span class="o">-</span> <span class="n">SmokeLow</span>
+    <span class="o">-</span> <span class="n">SmokeMed</span>
+    <span class="o">-</span> <span class="n">TCF</span>
     <span class="o">-</span> <span class="n">TPW</span>
     <span class="o">-</span> <span class="n">TT</span>
-    <span class="o">-</span> <span class="n">VAH</span>
-    <span class="o">-</span> <span class="n">VAML</span>
- <span class="o">-</span> <span class="n">EMESO</span><span class="o">-</span><span class="mi">1</span>
+ <span class="o">-</span> <span class="n">WMESO</span><span class="o">-</span><span class="mi">1</span>
     <span class="o">-</span> <span class="n">ACTP</span>
-    <span class="o">-</span> <span class="n">ADP</span>
     <span class="o">-</span> <span class="n">CAPE</span>
+    <span class="o">-</span> <span class="n">CF1</span>
+    <span class="o">-</span> <span class="n">CF2</span>
+    <span class="o">-</span> <span class="n">CF3</span>
+    <span class="o">-</span> <span class="n">CF4</span>
+    <span class="o">-</span> <span class="n">CF5</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
@@ -483,19 +527,320 @@ other python-awips examples.</p>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CL</span>
     <span class="o">-</span> <span class="n">CSM</span>
     <span class="o">-</span> <span class="n">CTH</span>
     <span class="o">-</span> <span class="n">CTT</span>
+    <span class="o">-</span> <span class="n">DustHigh</span>
+    <span class="o">-</span> <span class="n">DustLow</span>
+    <span class="o">-</span> <span class="n">DustMed</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
+    <span class="o">-</span> <span class="n">Fire_Mask</span>
     <span class="o">-</span> <span class="n">KI</span>
     <span class="o">-</span> <span class="n">LI</span>
     <span class="o">-</span> <span class="n">LST</span>
     <span class="o">-</span> <span class="n">SI</span>
+    <span class="o">-</span> <span class="n">SmokeHigh</span>
+    <span class="o">-</span> <span class="n">SmokeLow</span>
+    <span class="o">-</span> <span class="n">SmokeMed</span>
+    <span class="o">-</span> <span class="n">TCF</span>
+    <span class="o">-</span> <span class="n">TPW</span>
+    <span class="o">-</span> <span class="n">TT</span>
+ <span class="o">-</span> <span class="n">WMESO</span><span class="o">-</span><span class="mi">2</span>
+    <span class="o">-</span> <span class="n">ACTP</span>
+    <span class="o">-</span> <span class="n">CAPE</span>
+    <span class="o">-</span> <span class="n">CF1</span>
+    <span class="o">-</span> <span class="n">CF2</span>
+    <span class="o">-</span> <span class="n">CF3</span>
+    <span class="o">-</span> <span class="n">CF4</span>
+    <span class="o">-</span> <span class="n">CF5</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CL</span>
+    <span class="o">-</span> <span class="n">CSM</span>
+    <span class="o">-</span> <span class="n">CTH</span>
+    <span class="o">-</span> <span class="n">CTT</span>
+    <span class="o">-</span> <span class="n">DustHigh</span>
+    <span class="o">-</span> <span class="n">DustLow</span>
+    <span class="o">-</span> <span class="n">DustMed</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
+    <span class="o">-</span> <span class="n">Fire_Mask</span>
+    <span class="o">-</span> <span class="n">KI</span>
+    <span class="o">-</span> <span class="n">LI</span>
+    <span class="o">-</span> <span class="n">LST</span>
+    <span class="o">-</span> <span class="n">SI</span>
+    <span class="o">-</span> <span class="n">SmokeHigh</span>
+    <span class="o">-</span> <span class="n">SmokeLow</span>
+    <span class="o">-</span> <span class="n">SmokeMed</span>
+    <span class="o">-</span> <span class="n">TCF</span>
+    <span class="o">-</span> <span class="n">TPW</span>
+    <span class="o">-</span> <span class="n">TT</span>
+<span class="n">GEOCOLR</span>
+ <span class="o">-</span> <span class="n">ECONUS</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
+ <span class="o">-</span> <span class="n">WCONUS</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
+<span class="n">GOES</span><span class="o">-</span><span class="mi">16</span>
+ <span class="o">-</span> <span class="n">ECONUS</span>
+    <span class="o">-</span> <span class="n">ACTP</span>
+    <span class="o">-</span> <span class="n">AOD</span>
+    <span class="o">-</span> <span class="n">CAPE</span>
+    <span class="o">-</span> <span class="n">CF1</span>
+    <span class="o">-</span> <span class="n">CF2</span>
+    <span class="o">-</span> <span class="n">CF3</span>
+    <span class="o">-</span> <span class="n">CF4</span>
+    <span class="o">-</span> <span class="n">CF5</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CL</span>
+    <span class="o">-</span> <span class="n">COD</span>
+    <span class="o">-</span> <span class="n">CSM</span>
+    <span class="o">-</span> <span class="n">CTH</span>
+    <span class="o">-</span> <span class="n">CTP</span>
+    <span class="o">-</span> <span class="n">DustHigh</span>
+    <span class="o">-</span> <span class="n">DustLow</span>
+    <span class="o">-</span> <span class="n">DustMed</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
+    <span class="o">-</span> <span class="n">Fire_Mask</span>
+    <span class="o">-</span> <span class="n">Fog_Depth</span>
+    <span class="o">-</span> <span class="n">IFR_Fog_Prob</span>
+    <span class="o">-</span> <span class="n">KI</span>
+    <span class="o">-</span> <span class="n">LI</span>
+    <span class="o">-</span> <span class="n">LIFR_Fog_Prob</span>
+    <span class="o">-</span> <span class="n">LST</span>
+    <span class="o">-</span> <span class="n">MVFR_Fog_Prob</span>
+    <span class="o">-</span> <span class="n">SI</span>
+    <span class="o">-</span> <span class="n">SmokeHigh</span>
+    <span class="o">-</span> <span class="n">SmokeLow</span>
+    <span class="o">-</span> <span class="n">SmokeMed</span>
+    <span class="o">-</span> <span class="n">TCF</span>
+    <span class="o">-</span> <span class="n">TPW</span>
+    <span class="o">-</span> <span class="n">TT</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">1014.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">103.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">151.30</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">20.92</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">201.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">247.40</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">29.12</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">300.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">359.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">407.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">459.70</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">496.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">51.53</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">535.20</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">555.20</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">575.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">596.30</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">617.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">661.20</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">683.70</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">706.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">71.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">729.90</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">753.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">777.80</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">802.40</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">827.40</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">852.80</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">878.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">9.51</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">904.90</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">931.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">958.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VMP</span><span class="o">-</span><span class="mf">986.10</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">1014.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">103.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">151.30</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">20.92</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">201.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">247.40</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">29.12</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">300.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">359.00</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">407.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">459.70</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">496.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">51.53</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">535.20</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">555.20</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">575.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">596.30</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">617.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">661.20</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">683.70</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">706.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">71.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">729.90</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">753.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">777.80</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">802.40</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">827.40</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">852.80</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">878.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">9.51</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">904.90</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">931.50</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">958.60</span><span class="n">hPa</span>
+    <span class="o">-</span> <span class="n">VTP</span><span class="o">-</span><span class="mf">986.10</span><span class="n">hPa</span>
+ <span class="o">-</span> <span class="n">EFD</span>
+    <span class="o">-</span> <span class="n">ACTP</span>
+    <span class="o">-</span> <span class="n">AOD</span>
+    <span class="o">-</span> <span class="n">CAPE</span>
+    <span class="o">-</span> <span class="n">CF1</span>
+    <span class="o">-</span> <span class="n">CF2</span>
+    <span class="o">-</span> <span class="n">CF3</span>
+    <span class="o">-</span> <span class="n">CF4</span>
+    <span class="o">-</span> <span class="n">CF5</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CL</span>
+    <span class="o">-</span> <span class="n">COD</span>
+    <span class="o">-</span> <span class="n">CSM</span>
+    <span class="o">-</span> <span class="n">CTH</span>
+    <span class="o">-</span> <span class="n">CTP</span>
+    <span class="o">-</span> <span class="n">CTT</span>
+    <span class="o">-</span> <span class="n">DustHigh</span>
+    <span class="o">-</span> <span class="n">DustLow</span>
+    <span class="o">-</span> <span class="n">DustMed</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
+    <span class="o">-</span> <span class="n">FSC</span>
+    <span class="o">-</span> <span class="n">Fire_Mask</span>
+    <span class="o">-</span> <span class="n">GLM_Flash_Extent_Density</span>
+    <span class="o">-</span> <span class="n">GLM_Flash_Extent_Density_w5u1</span>
+    <span class="o">-</span> <span class="n">GLM_Minimum_Flash_Area</span>
+    <span class="o">-</span> <span class="n">GLM_Minimum_Flash_Area_w5u1</span>
+    <span class="o">-</span> <span class="n">GLM_Total_Optical_Energy_tile</span>
+    <span class="o">-</span> <span class="n">GLM_Total_Optical_Energy_w5u1_tile</span>
+    <span class="o">-</span> <span class="n">IceAge3</span>
+    <span class="o">-</span> <span class="n">IceAge8</span>
+    <span class="o">-</span> <span class="n">IceConc</span>
+    <span class="o">-</span> <span class="n">IceMask</span>
+    <span class="o">-</span> <span class="n">IceTemp</span>
+    <span class="o">-</span> <span class="n">IceThickness</span>
+    <span class="o">-</span> <span class="n">KI</span>
+    <span class="o">-</span> <span class="n">LI</span>
+    <span class="o">-</span> <span class="n">LST</span>
+    <span class="o">-</span> <span class="n">RRQPE</span>
+    <span class="o">-</span> <span class="n">SI</span>
+    <span class="o">-</span> <span class="n">SST</span>
+    <span class="o">-</span> <span class="n">SSTF</span>
+    <span class="o">-</span> <span class="n">SmokeHigh</span>
+    <span class="o">-</span> <span class="n">SmokeLow</span>
+    <span class="o">-</span> <span class="n">SmokeMed</span>
+    <span class="o">-</span> <span class="n">TCF</span>
+    <span class="o">-</span> <span class="n">TPW</span>
+    <span class="o">-</span> <span class="n">TT</span>
+ <span class="o">-</span> <span class="n">EMESO</span><span class="o">-</span><span class="mi">1</span>
+    <span class="o">-</span> <span class="n">ACTP</span>
+    <span class="o">-</span> <span class="n">CAPE</span>
+    <span class="o">-</span> <span class="n">CF1</span>
+    <span class="o">-</span> <span class="n">CF2</span>
+    <span class="o">-</span> <span class="n">CF3</span>
+    <span class="o">-</span> <span class="n">CF4</span>
+    <span class="o">-</span> <span class="n">CF5</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CL</span>
+    <span class="o">-</span> <span class="n">CSM</span>
+    <span class="o">-</span> <span class="n">CTH</span>
+    <span class="o">-</span> <span class="n">CTT</span>
+    <span class="o">-</span> <span class="n">DustHigh</span>
+    <span class="o">-</span> <span class="n">DustLow</span>
+    <span class="o">-</span> <span class="n">DustMed</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
+    <span class="o">-</span> <span class="n">Fire_Mask</span>
+    <span class="o">-</span> <span class="n">KI</span>
+    <span class="o">-</span> <span class="n">LI</span>
+    <span class="o">-</span> <span class="n">LST</span>
+    <span class="o">-</span> <span class="n">SI</span>
+    <span class="o">-</span> <span class="n">SmokeHigh</span>
+    <span class="o">-</span> <span class="n">SmokeLow</span>
+    <span class="o">-</span> <span class="n">SmokeMed</span>
+    <span class="o">-</span> <span class="n">TCF</span>
     <span class="o">-</span> <span class="n">TPW</span>
     <span class="o">-</span> <span class="n">TT</span>
  <span class="o">-</span> <span class="n">EMESO</span><span class="o">-</span><span class="mi">2</span>
-    <span class="o">-</span> <span class="n">ACTP</span>
-    <span class="o">-</span> <span class="n">ADP</span>
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>    <span class="o">-</span> <span class="n">ACTP</span>
     <span class="o">-</span> <span class="n">CAPE</span>
+    <span class="o">-</span> <span class="n">CF1</span>
+    <span class="o">-</span> <span class="n">CF2</span>
+    <span class="o">-</span> <span class="n">CF3</span>
+    <span class="o">-</span> <span class="n">CF4</span>
+    <span class="o">-</span> <span class="n">CF5</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
@@ -512,13 +857,25 @@ other python-awips examples.</p>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CL</span>
     <span class="o">-</span> <span class="n">CSM</span>
     <span class="o">-</span> <span class="n">CTH</span>
     <span class="o">-</span> <span class="n">CTT</span>
+    <span class="o">-</span> <span class="n">DustHigh</span>
+    <span class="o">-</span> <span class="n">DustLow</span>
+    <span class="o">-</span> <span class="n">DustMed</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Area</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Power</span>
+    <span class="o">-</span> <span class="n">FDC</span> <span class="n">Temp</span>
+    <span class="o">-</span> <span class="n">Fire_Mask</span>
     <span class="o">-</span> <span class="n">KI</span>
     <span class="o">-</span> <span class="n">LI</span>
     <span class="o">-</span> <span class="n">LST</span>
     <span class="o">-</span> <span class="n">SI</span>
+    <span class="o">-</span> <span class="n">SmokeHigh</span>
+    <span class="o">-</span> <span class="n">SmokeLow</span>
+    <span class="o">-</span> <span class="n">SmokeMed</span>
+    <span class="o">-</span> <span class="n">TCF</span>
     <span class="o">-</span> <span class="n">TPW</span>
     <span class="o">-</span> <span class="n">TT</span>
  <span class="o">-</span> <span class="n">PRREGI</span>
@@ -532,50 +889,25 @@ other python-awips examples.</p>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
-<span class="n">Composite</span>
- <span class="o">-</span> <span class="n">NH</span> <span class="n">Composite</span> <span class="o">-</span> <span class="n">Meteosat</span><span class="o">-</span><span class="n">GOES</span> <span class="n">E</span><span class="o">-</span><span class="n">GOES</span> <span class="n">W</span><span class="o">-</span><span class="n">GMS</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="n">Visible</span>
- <span class="o">-</span> <span class="n">Supernational</span>
-    <span class="o">-</span> <span class="n">Gridded</span> <span class="n">Cloud</span> <span class="n">Amount</span>
-    <span class="o">-</span> <span class="n">Gridded</span> <span class="n">Cloud</span> <span class="n">Top</span> <span class="n">Pressure</span> <span class="ow">or</span> <span class="n">Height</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="n">Based</span> <span class="n">Derived</span> <span class="n">Lifted</span> <span class="n">Index</span> <span class="p">(</span><span class="n">LI</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="n">Based</span> <span class="n">Derived</span> <span class="n">Precipitable</span> <span class="n">Water</span> <span class="p">(</span><span class="n">PW</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="n">Based</span> <span class="n">Derived</span> <span class="n">Surface</span> <span class="n">Skin</span> <span class="n">Temp</span> <span class="p">(</span><span class="n">SFC</span> <span class="n">Skin</span><span class="p">)</span>
-<span class="n">GOES</span><span class="o">-</span><span class="mi">15</span><span class="p">(</span><span class="n">P</span><span class="p">)</span>
- <span class="o">-</span> <span class="n">Northern</span> <span class="n">Hemisphere</span> <span class="n">Composite</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="n">Visible</span>
- <span class="o">-</span> <span class="n">Supernational</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="n">Visible</span>
- <span class="o">-</span> <span class="n">West</span> <span class="n">CONUS</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">13</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">3.9</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="n">Visible</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="mf">11.03</span> <span class="n">micron</span> <span class="n">imagery</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="mf">14.06</span> <span class="n">micron</span> <span class="n">imagery</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="mf">3.98</span> <span class="n">micron</span> <span class="n">imagery</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="mf">4.45</span> <span class="n">micron</span> <span class="n">imagery</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="mf">6.51</span> <span class="n">micron</span> <span class="n">imagery</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="mf">7.02</span> <span class="n">micron</span> <span class="n">imagery</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="mf">7.43</span> <span class="n">micron</span> <span class="n">imagery</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="n">Visible</span> <span class="n">imagery</span>
-<span class="n">POES</span><span class="o">-</span><span class="n">NPOESS</span>
- <span class="o">-</span> <span class="n">Supernational</span>
-    <span class="o">-</span> <span class="n">Rain</span> <span class="n">fall</span> <span class="n">rate</span>
+<span class="n">NEXRCOMP</span>
+ <span class="o">-</span> <span class="n">NEXRCOMP</span>
+    <span class="o">-</span> <span class="n">DHR</span>
+    <span class="o">-</span> <span class="n">DVL</span>
+    <span class="o">-</span> <span class="n">EET</span>
+    <span class="o">-</span> <span class="n">HHC</span>
+    <span class="o">-</span> <span class="n">N1P</span>
+    <span class="o">-</span> <span class="n">NTP</span>
 <span class="n">UNIWISC</span>
+ <span class="o">-</span> <span class="n">AREA0600</span>
+    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
+ <span class="o">-</span> <span class="n">AREA0700</span>
+    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
+ <span class="o">-</span> <span class="n">AREA3100</span>
+    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
+ <span class="o">-</span> <span class="n">AREA3101</span>
+    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
  <span class="o">-</span> <span class="n">Antarctic</span>
     <span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
     <span class="o">-</span> <span class="n">Imager</span> <span class="mi">12</span> <span class="n">micron</span> <span class="n">IR</span>
@@ -588,103 +920,45 @@ other python-awips examples.</p>
     <span class="o">-</span> <span class="n">Imager</span> <span class="mf">3.5</span><span class="o">-</span><span class="mf">4.0</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">Fog</span><span class="p">)</span>
     <span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
     <span class="o">-</span> <span class="n">Imager</span> <span class="n">Visible</span>
- <span class="o">-</span> <span class="n">GOES</span><span class="o">-</span><span class="n">East</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">13</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">3.5</span><span class="o">-</span><span class="mf">4.0</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">Fog</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="n">Visible</span>
- <span class="o">-</span> <span class="n">GOES</span><span class="o">-</span><span class="n">Sounder</span>
-    <span class="o">-</span> <span class="n">CAPE</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="n">Based</span> <span class="n">Derived</span> <span class="n">Lifted</span> <span class="n">Index</span> <span class="p">(</span><span class="n">LI</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="n">Based</span> <span class="n">Derived</span> <span class="n">Precipitable</span> <span class="n">Water</span> <span class="p">(</span><span class="n">PW</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="n">Based</span> <span class="n">Total</span> <span class="n">Column</span> <span class="n">Ozone</span>
- <span class="o">-</span> <span class="n">GOES</span><span class="o">-</span><span class="n">West</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">11</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mi">13</span> <span class="n">micron</span> <span class="n">IR</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">3.5</span><span class="o">-</span><span class="mf">4.0</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">Fog</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="mf">6.7</span><span class="o">-</span><span class="mf">6.5</span> <span class="n">micron</span> <span class="n">IR</span> <span class="p">(</span><span class="n">WV</span><span class="p">)</span>
-    <span class="o">-</span> <span class="n">Imager</span> <span class="n">Visible</span>
-<span class="n">GOES</span><span class="o">-</span><span class="mi">11</span><span class="p">(</span><span class="n">L</span><span class="p">)</span>
- <span class="o">-</span> <span class="n">West</span> <span class="n">CONUS</span>
-    <span class="o">-</span> <span class="n">Low</span> <span class="n">cloud</span> <span class="n">base</span> <span class="n">imagery</span>
-<span class="n">Miscellaneous</span>
- <span class="o">-</span> <span class="n">Supernational</span>
-    <span class="o">-</span> <span class="n">Percent</span> <span class="n">of</span> <span class="n">Normal</span> <span class="n">TPW</span>
-    <span class="o">-</span> <span class="n">Sounder</span> <span class="n">Based</span> <span class="n">Derived</span> <span class="n">Precipitable</span> <span class="n">Water</span> <span class="p">(</span><span class="n">PW</span><span class="p">)</span>
-<span class="n">GOES</span><span class="o">-</span><span class="mi">17</span>
- <span class="o">-</span> <span class="n">TCONUS</span>
+<span class="n">CLDSNOW</span>
+ <span class="o">-</span> <span class="n">ECONUS</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
- <span class="o">-</span> <span class="n">TFD</span>
+ <span class="o">-</span> <span class="n">WCONUS</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
+    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
+<span class="n">DBRDUST</span>
+ <span class="o">-</span> <span class="n">ECONUS</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mf">0.47</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">02</span><span class="o">-</span><span class="mf">0.64</span><span class="n">um</span>
     <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">03</span><span class="o">-</span><span class="mf">0.87</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">04</span><span class="o">-</span><span class="mf">1.38</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">05</span><span class="o">-</span><span class="mf">1.61</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">06</span><span class="o">-</span><span class="mf">2.25</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mf">3.90</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mf">6.19</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mf">6.95</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mf">7.34</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mf">8.50</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">12</span><span class="o">-</span><span class="mf">9.61</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">13</span><span class="o">-</span><span class="mf">10.35</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">14</span><span class="o">-</span><span class="mf">11.20</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">15</span><span class="o">-</span><span class="mf">12.30</span><span class="n">um</span>
-    <span class="o">-</span> <span class="n">CH</span><span class="o">-</span><span class="mi">16</span><span class="o">-</span><span class="mf">13.30</span><span class="n">um</span>
-<span class="n">NEXRCOMP</span>
- <span class="o">-</span> <span class="n">NEXRCOMP</span>
-    <span class="o">-</span> <span class="n">DHR</span>
-    <span class="o">-</span> <span class="n">DVL</span>
-    <span class="o">-</span> <span class="n">EET</span>
-    <span class="o">-</span> <span class="n">HHC</span>
-    <span class="o">-</span> <span class="n">N0R</span>
-    <span class="o">-</span> <span class="n">N1P</span>
-    <span class="o">-</span> <span class="n">NTP</span>
 </pre></div>
 </div>
-<section id="goes-16-mesoscale-sectors">
-<h3>GOES 16 Mesoscale Sectors<a class="headerlink" href="#goes-16-mesoscale-sectors" title="Permalink to this heading"></a></h3>
-<p>Define our imports, and define our map properties first.</p>
-<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline
-
-<span class="k">def</span> <span class="nf">make_map</span><span class="p">(</span><span class="n">bbox</span><span class="p">,</span> <span class="n">projection</span><span class="o">=</span><span class="n">ccrs</span><span class="o">.</span><span class="n">PlateCarree</span><span class="p">()):</span>
-    <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span><span class="mi">12</span><span class="p">),</span>
-            <span class="n">subplot_kw</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">projection</span><span class="o">=</span><span class="n">projection</span><span class="p">))</span>
-    <span class="k">if</span> <span class="n">bbox</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="ow">is</span> <span class="ow">not</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">:</span>
-        <span class="n">ax</span><span class="o">.</span><span class="n">set_extent</span><span class="p">(</span><span class="n">bbox</span><span class="p">)</span>
-    <span class="n">ax</span><span class="o">.</span><span class="n">coastlines</span><span class="p">(</span><span class="n">resolution</span><span class="o">=</span><span class="s1">&#39;50m&#39;</span><span class="p">)</span>
-    <span class="n">gl</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">gridlines</span><span class="p">(</span><span class="n">draw_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
-    <span class="n">gl</span><span class="o">.</span><span class="n">top_labels</span> <span class="o">=</span> <span class="n">gl</span><span class="o">.</span><span class="n">right_labels</span> <span class="o">=</span> <span class="kc">False</span>
-    <span class="n">gl</span><span class="o">.</span><span class="n">xformatter</span> <span class="o">=</span> <span class="n">LONGITUDE_FORMATTER</span>
-    <span class="n">gl</span><span class="o">.</span><span class="n">yformatter</span> <span class="o">=</span> <span class="n">LATITUDE_FORMATTER</span>
-    <span class="k">return</span> <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span>
-
+<p>Top</p>
+</section>
+</section>
+<hr class="docutils" />
+<section id="render-goes-east-mesoscale-sectors">
+<h3>5 Render GOES East Mesoscale Sectors<a class="headerlink" href="#render-goes-east-mesoscale-sectors" title="Permalink to this heading"></a></h3>
+<p>Create specific requests defining the datatype, sector, and parameter.
+Use the data returned to create plots and print out useful information
+about the data (metadata).</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Define the sectors we want to plot -- here let&#39;s use GOES-East mesoscales</span>
 <span class="n">sectors</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;EMESO-1&quot;</span><span class="p">,</span><span class="s2">&quot;EMESO-2&quot;</span><span class="p">]</span>
-<span class="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">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">16</span><span class="p">,</span><span class="mi">7</span><span class="o">*</span><span class="nb">len</span><span class="p">(</span><span class="n">sectors</span><span class="p">)))</span>
 
+<span class="c1"># For each sector render our plot</span>
 <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">sector</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">sectors</span><span class="p">):</span>
 
+    <span class="c1"># Create a new request specfically for this data</span>
     <span class="n">request</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">newDataRequest</span><span class="p">()</span>
     <span class="n">request</span><span class="o">.</span><span class="n">setDatatype</span><span class="p">(</span><span class="s2">&quot;satellite&quot;</span><span class="p">)</span>
     <span class="n">request</span><span class="o">.</span><span class="n">setLocationNames</span><span class="p">(</span><span class="n">sector</span><span class="p">)</span>
+    <span class="c1"># Use Channel 13 as the data we want to render</span>
     <span class="n">request</span><span class="o">.</span><span class="n">setParameters</span><span class="p">(</span><span class="s2">&quot;CH-13-10.35um&quot;</span><span class="p">)</span>
 
+    <span class="c1"># Filter results by time</span>
     <span class="n">utc</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">utcnow</span><span class="p">()</span>
     <span class="n">times</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getAvailableTimes</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
     <span class="n">hourdiff</span> <span class="o">=</span> <span class="n">utc</span> <span class="o">-</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">times</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]),</span><span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1"> %H:%M:%S&#39;</span><span class="p">)</span>
@@ -700,13 +974,17 @@ other python-awips examples.</p>
     <span class="n">response</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getGridData</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="p">[</span><span class="n">times</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]])</span>
     <span class="n">grid</span> <span class="o">=</span> <span class="n">response</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
     <span class="n">data</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">getRawData</span><span class="p">()</span>
+
+    <span class="c1"># Define the bounding box for the plot</span>
     <span class="n">lons</span><span class="p">,</span><span class="n">lats</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">getLatLonCoords</span><span class="p">()</span>
     <span class="n">bbox</span> <span class="o">=</span> <span class="p">[</span><span class="n">lons</span><span class="o">.</span><span class="n">min</span><span class="p">(),</span> <span class="n">lons</span><span class="o">.</span><span class="n">max</span><span class="p">(),</span> <span class="n">lats</span><span class="o">.</span><span class="n">min</span><span class="p">(),</span> <span class="n">lats</span><span class="o">.</span><span class="n">max</span><span class="p">()]</span>
 
+    <span class="c1"># Print out the time of the image we&#39;re using and where the data is</span>
     <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Latest image available: &quot;</span><span class="o">+</span><span class="nb">str</span><span class="p">(</span><span class="n">times</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">+</span> <span class="s2">&quot; (&quot;</span><span class="o">+</span><span class="n">offsetStr</span><span class="o">+</span><span class="s2">&quot;)&quot;</span><span class="p">)</span>
     <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Image grid size: &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">shape</span><span class="p">))</span>
     <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Image grid extent: &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">bbox</span><span class="p">)))</span>
 
+    <span class="c1"># Create the new plots</span>
     <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">make_map</span><span class="p">(</span><span class="n">bbox</span><span class="o">=</span><span class="n">bbox</span><span class="p">)</span>
     <span class="n">states</span> <span class="o">=</span> <span class="n">cfeat</span><span class="o">.</span><span class="n">NaturalEarthFeature</span><span class="p">(</span><span class="n">category</span><span class="o">=</span><span class="s1">&#39;cultural&#39;</span><span class="p">,</span>
                                         <span class="n">name</span><span class="o">=</span><span class="s1">&#39;admin_1_states_provinces_lines&#39;</span><span class="p">,</span>
@@ -714,23 +992,54 @@ other python-awips examples.</p>
     <span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">states</span><span class="p">,</span> <span class="n">linestyle</span><span class="o">=</span><span class="s1">&#39;:&#39;</span><span class="p">)</span>
     <span class="n">cs</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">pcolormesh</span><span class="p">(</span><span class="n">lons</span><span class="p">,</span> <span class="n">lats</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;coolwarm&#39;</span><span class="p">)</span>
     <span class="n">cbar</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">colorbar</span><span class="p">(</span><span class="n">cs</span><span class="p">,</span> <span class="n">shrink</span><span class="o">=</span><span class="mf">0.6</span><span class="p">,</span> <span class="n">orientation</span><span class="o">=</span><span class="s1">&#39;horizontal&#39;</span><span class="p">)</span>
+    <span class="c1"># Set the colorbar label</span>
     <span class="n">cbar</span><span class="o">.</span><span class="n">set_label</span><span class="p">(</span><span class="n">sector</span> <span class="o">+</span> <span class="s2">&quot; &quot;</span> <span class="o">+</span> <span class="n">grid</span><span class="o">.</span><span class="n">getParameter</span><span class="p">()</span> <span class="o">+</span> <span class="s2">&quot; &quot;</span> \
     <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">()))</span>
 </pre></div>
 </div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Latest</span> <span class="n">image</span> <span class="n">available</span><span class="p">:</span> <span class="mi">2018</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mi">09</span> <span class="mi">19</span><span class="p">:</span><span class="mi">17</span><span class="p">:</span><span class="mi">28</span> <span class="p">(</span><span class="mf">0.021388888888888888</span><span class="n">hr</span> <span class="mf">0.0</span><span class="n">m</span> <span class="n">ago</span><span class="p">)</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Latest</span> <span class="n">image</span> <span class="n">available</span><span class="p">:</span> <span class="mi">2024</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mi">30</span> <span class="mi">21</span><span class="p">:</span><span class="mi">20</span><span class="p">:</span><span class="mi">28</span> <span class="p">(</span><span class="mf">0.018333333333333333</span><span class="n">hr</span> <span class="mf">0.0</span><span class="n">m</span> <span class="n">ago</span><span class="p">)</span>
 <span class="n">Image</span> <span class="n">grid</span> <span class="n">size</span><span class="p">:</span> <span class="p">(</span><span class="mi">500</span><span class="p">,</span> <span class="mi">500</span><span class="p">)</span>
-<span class="n">Image</span> <span class="n">grid</span> <span class="n">extent</span><span class="p">:</span> <span class="p">[</span><span class="o">-</span><span class="mf">92.47462</span><span class="p">,</span> <span class="o">-</span><span class="mf">80.657455</span><span class="p">,</span> <span class="mf">20.24799</span><span class="p">,</span> <span class="mf">31.116167</span><span class="p">]</span>
-<span class="n">Latest</span> <span class="n">image</span> <span class="n">available</span><span class="p">:</span> <span class="mi">2018</span><span class="o">-</span><span class="mi">10</span><span class="o">-</span><span class="mi">09</span> <span class="mi">14</span><span class="p">:</span><span class="mi">30</span><span class="p">:</span><span class="mi">58</span> <span class="p">(</span><span class="mf">4.797777777777778</span><span class="n">hr</span> <span class="mf">0.0</span><span class="n">m</span> <span class="n">ago</span><span class="p">)</span>
+<span class="n">Image</span> <span class="n">grid</span> <span class="n">extent</span><span class="p">:</span> <span class="p">[</span><span class="o">-</span><span class="mf">81.83639</span><span class="p">,</span> <span class="o">-</span><span class="mf">68.16361</span><span class="p">,</span> <span class="mf">32.285526</span><span class="p">,</span> <span class="mf">45.709965</span><span class="p">]</span>
+<span class="n">Latest</span> <span class="n">image</span> <span class="n">available</span><span class="p">:</span> <span class="mi">2024</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mi">30</span> <span class="mi">21</span><span class="p">:</span><span class="mi">20</span><span class="p">:</span><span class="mi">55</span> <span class="p">(</span><span class="mf">0.011666666666666667</span><span class="n">hr</span> <span class="mf">0.0</span><span class="n">m</span> <span class="n">ago</span><span class="p">)</span>
 <span class="n">Image</span> <span class="n">grid</span> <span class="n">size</span><span class="p">:</span> <span class="p">(</span><span class="mi">500</span><span class="p">,</span> <span class="mi">500</span><span class="p">)</span>
-<span class="n">Image</span> <span class="n">grid</span> <span class="n">extent</span><span class="p">:</span> <span class="p">[</span><span class="o">-</span><span class="mf">104.61595</span><span class="p">,</span> <span class="o">-</span><span class="mf">87.45227</span><span class="p">,</span> <span class="mf">29.422266</span><span class="p">,</span> <span class="mf">42.70851</span><span class="p">]</span>
+<span class="n">Image</span> <span class="n">grid</span> <span class="n">extent</span><span class="p">:</span> <span class="p">[</span><span class="o">-</span><span class="mf">95.20762</span><span class="p">,</span> <span class="o">-</span><span class="mf">80.19988</span><span class="p">,</span> <span class="mf">30.912949</span><span class="p">,</span> <span class="mf">44.27834</span><span class="p">]</span>
 </pre></div>
 </div>
-<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">1152</span><span class="n">x1008</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/Satellite_Imagery_7_2.png" src="../../_images/Satellite_Imagery_7_2.png" />
-<img alt="../../_images/Satellite_Imagery_7_3.png" src="../../_images/Satellite_Imagery_7_3.png" />
+<img alt="../../_images/Satellite_Imagery_26_1.png" src="../../_images/Satellite_Imagery_26_1.png" />
+<img alt="../../_images/Satellite_Imagery_26_2.png" src="../../_images/Satellite_Imagery_26_2.png" />
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
+</section>
+<hr class="docutils" />
+<section id="see-also">
+<h3>6 See Also<a class="headerlink" href="#see-also" title="Permalink to this heading"></a></h3>
+<section id="related-notebooks">
+<h4>6.1 Related Notebooks<a class="headerlink" href="#related-notebooks" title="Permalink to this heading"></a></h4>
+<ul class="simple">
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/examples/generated/GOES_CIRA_Product_Writer.html">GOES CIRA Product
+Writer</a></p></li>
+</ul>
+</section>
+<section id="additional-documentation">
+<h4>6.2 Additional Documentation<a class="headerlink" href="#additional-documentation" title="Permalink to this heading"></a></h4>
+<p><strong>python-awips</strong></p>
+<ul class="simple">
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.changeEDEXHost">DataAccessLayer.changeEDEXHost()</a></p></li>
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.newDataRequest">DataAccessLayer.newDataRequest()</a></p></li>
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableLocationNames">DataAccessLayer.getAvailableLocationNames()</a></p></li>
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getOptionalIdentifiers">DataAccessLayer.getOptionalIdentifiers()</a></p></li>
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getIdentifierValues">DataAccessLayer.getIdentifierValues()</a></p></li>
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableTimes">DataAccessLayer.getAvailableTimes()</a></p></li>
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/IDataRequest.html">IDataRequest</a></p></li>
+</ul>
+<p><strong>matplotlib</strong></p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.html">matplotlib.pyplot()</a></p></li>
+<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axes.html">matplotlib.pyplot.axes()</a></p></li>
+<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.figure.html">matplotlib.pyplot.figure()</a></p></li>
+</ul>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Satellite_Imagery.html">Top</a></p>
+<hr class="docutils" />
+</section>
 </section>
 </section>
 </section>
diff --git a/index.html b/index.html
index 6d0fafa..75a40a4 100644
--- a/index.html
+++ b/index.html
@@ -83,7 +83,7 @@
   <section id="python-awips-data-access-framework">
 <h1>Python AWIPS Data Access Framework<a class="headerlink" href="#python-awips-data-access-framework" title="Permalink to this heading"></a></h1>
 <p>The python-awips package provides a data access framework for requesting meteorological and geographic datasets from an <a class="reference external" href="http://unidata.github.io/awips2/#edex">EDEX</a> server.</p>
-<p><a class="reference external" href="http://unidata.github.io/awips2">AWIPS</a> is a weather display and analysis package developed by the National Weather Service for operational forecasting.  UCAR’s <a class="reference external" href="http://www.unidata.ucar.edu/software/awips2/">Unidata Program Center</a> supports a non-operational open-source release of the AWIPS software (<a class="reference external" href="http://unidata.github.io/awips2/#edex">EDEX</a>, <a class="reference external" href="http://unidata.github.io/awips2/#cave">CAVE</a>, and <a class="reference external" href="https://github.com/Unidata/python-awips">python-awips</a>).</p>
+<p><a class="reference external" href="http://unidata.github.io/awips2">AWIPS</a> is a weather display and analysis package developed by the National Weather Service for operational forecasting. <a class="reference external" href="http://www.unidata.ucar.edu/software/awips2/">NSF Unidata</a> supports a non-operational open-source release of the AWIPS software (<a class="reference external" href="http://unidata.github.io/awips2/#edex">EDEX</a>, <a class="reference external" href="http://unidata.github.io/awips2/#cave">CAVE</a>, and <a class="reference external" href="https://github.com/Unidata/python-awips">python-awips</a>).</p>
 <section id="pre-requisite-software">
 <h2>Pre-requisite Software<a class="headerlink" href="#pre-requisite-software" title="Permalink to this heading"></a></h2>
 <dl class="simple">
diff --git a/objects.inv b/objects.inv
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diff --git a/searchindex.js b/searchindex.js
index 4bc3eee..48f92e0 100644
--- a/searchindex.js
+++ b/searchindex.js
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"sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.viewcode": 1, "sphinx": 58}, "alltitles": {"About Unidata AWIPS": [[0, "about-unidata-awips"]], "License": [[0, "license"]], "About AWIPS": [[0, "about-awips"]], "EDEX": [[0, "edex"]], "CAVE": [[0, "cave"]], "Alertviz": [[0, "alertviz"]], "LDM": [[0, "id1"]], "edexBridge": [[0, "edexbridge"]], "Qpid": [[0, "id2"]], "PostgreSQL": [[0, "postgresql"]], "HDF5": [[0, "hdf5"]], "PyPIES (httpd-pypies)": [[0, "pypies-httpd-pypies"]], "CombinedTimeQuery": [[1, "module-awips.dataaccess.CombinedTimeQuery"]], "DataAccessLayer": [[2, "module-awips.dataaccess.DataAccessLayer"]], "DateTimeConverter": [[3, "module-awips.DateTimeConverter"]], "IDataRequest (newDataRequest())": [[4, "idatarequest-newdatarequest"]], "IFPClient": [[5, "module-awips.gfe.IFPClient"]], "ModelSounding": [[6, "module-awips.dataaccess.ModelSounding"]], "PyData": [[7, "module-awips.dataaccess.PyData"]], "PyGeometryData": [[8, "module-awips.dataaccess.PyGeometryData"]], "PyGridData": [[9, "module-awips.dataaccess.PyGridData"]], "RadarCommon": [[10, "module-awips.RadarCommon"]], "ThriftClient": [[11, "module-awips.ThriftClient"]], "ThriftClientRouter": [[12, "module-awips.dataaccess.ThriftClientRouter"]], "TimeUtil": [[13, "module-awips.TimeUtil"]], "API Documentation": [[14, "api-documentation"]], "Available Data Types": [[15, "available-data-types"]], "satellite": [[15, "satellite"]], "binlightning": [[15, "binlightning"]], "grid": [[15, "grid"]], "warning": [[15, "warning"]], "radar": [[15, "radar"]], "Development Guide": [[16, "development-guide"]], "Writing a New Factory": [[16, "writing-a-new-factory"]], "Registering the Factory with the Framework": [[16, "registering-the-factory-with-the-framework"]], "Retrieving Data Using the Factory": [[16, "retrieving-data-using-the-factory"]], "Development Background": [[16, "development-background"]], "Design/Implementation": [[16, "design-implementation"]], "How users of the framework retrieve and use the data": [[16, "how-users-of-the-framework-retrieve-and-use-the-data"]], "How plugin developers contribute support for new datatypes": [[16, "how-plugin-developers-contribute-support-for-new-datatypes"]], "How the framework works when it receives a request": [[16, "how-the-framework-works-when-it-receives-a-request"]], "Request interfaces": [[16, "request-interfaces"]], "Data Interfaces": [[16, "data-interfaces"]], "Factory Interfaces (Java only)": [[16, "factory-interfaces-java-only"]], "Colored Surface Temperature Plot": [[17, "colored-surface-temperature-plot"]], "Objectives": [[17, "objectives"], [18, "objectives"], [19, "objectives"], [20, "objectives"], [21, "objectives"], [22, "objectives"], [23, "objectives"], [24, "objectives"], [26, "objectives"], [27, "objectives"], [29, "objectives"], [30, "objectives"]], "Table of Contents": [[17, "table-of-contents"], [18, "table-of-contents"], [19, "table-of-contents"], [20, "table-of-contents"], [21, "table-of-contents"], [22, "table-of-contents"], [23, "table-of-contents"], [24, "table-of-contents"], [26, "table-of-contents"], [27, "table-of-contents"], [29, "table-of-contents"], [30, "table-of-contents"]], "1 Imports": [[17, "imports"], [18, "imports"], [19, "imports"], [20, "imports"], [21, "imports"], [22, "imports"], [23, "imports"], [24, "imports"], [26, "imports"], [29, "imports"], [30, "imports"]], "2 Initial Setup": [[17, "initial-setup"], [20, "initial-setup"], [26, "initial-setup"]], "2.1 Geographic Filter": [[17, "geographic-filter"], [26, "geographic-filter"]], "2.2 EDEX Connection": [[17, "edex-connection"], [26, "edex-connection"]], "3 Filter by Time": [[17, "filter-by-time"]], "4 Access and Convert Temp Data": [[17, "access-and-convert-temp-data"]], "5 Define Temperature Thresholds": [[17, "define-temperature-thresholds"]], "6 Plot the Data!": [[17, "plot-the-data"], [22, "plot-the-data"], [26, "plot-the-data"], [29, "plot-the-data"]], "7 See Also": [[17, "see-also"], [22, "see-also"], [29, "see-also"]], "7.1 Additional Documention": [[17, "additional-documention"]], "Colorized Grid Data": [[18, "colorized-grid-data"]], "2 Define Data Request": [[18, "define-data-request"]], "3 Limit Results Based on Time": [[18, "limit-results-based-on-time"]], "4 Function: make_map()": [[18, "function-make-map"]], "5 Use the Grid Data!": [[18, "use-the-grid-data"]], "5.1 Plot Using pcolormesh": [[18, "plot-using-pcolormesh"]], "5.2 Plot Using contourf": [[18, "plot-using-contourf"]], "6 See Also": [[18, "see-also"], [20, "see-also"]], "6.1 Related Notebooks": [[18, "related-notebooks"], [20, "related-notebooks"]], "6.2 Additional Documentation": [[18, "additional-documentation"], [20, "additional-documentation"]], "Forecast Model Vertical Sounding": [[19, "forecast-model-vertical-sounding"]], "2 EDEX Connection": [[19, "edex-connection"], [24, "edex-connection"], [29, "edex-connection"]], "3 Define Useful Variables": [[19, "define-useful-variables"]], "4 Function: get_surface_data()": [[19, "function-get-surface-data"]], "5 Function: get_levels_data()": [[19, "function-get-levels-data"]], "6 Function: plot_skewT()": [[19, "function-plot-skewt"]], "7 Retrieve Necessary Plotting Data": [[19, "retrieve-necessary-plotting-data"]], "8 Skew-T/Log-P": [[19, "skew-t-log-p"]], "9 Model Sounding Comparison": [[19, "model-sounding-comparison"]], "10 See Also": [[19, "see-also"], [21, "see-also"]], "10.1 Related Notebooks": [[19, "related-notebooks"], [21, "related-notebooks"]], "10.2 Additional Documentation": [[19, "additional-documentation"]], "GOES CIRA Product Writer": [[20, "goes-cira-product-writer"]], "2.1 EDEX Connection": [[20, "edex-connection"]], "2.2 Parameter Definition": [[20, "parameter-definition"]], "3 Function: set_size()": [[20, "function-set-size"]], "4 Function: write_img()": [[20, "function-write-img"]], "5 Get the Data and Write it Out!": [[20, "get-the-data-and-write-it-out"]], "5.1 Filter the Data": [[20, "filter-the-data"]], "5.2 Define Output Location": [[20, "define-output-location"]], "5.3 Write Out GOES Images": [[20, "write-out-goes-images"]], "Grid Levels and Parameters": [[21, "grid-levels-and-parameters"]], "2 Connect to EDEX": [[21, "connect-to-edex"], [23, "connect-to-edex"]], "3 Get a List of Supported Data Types": [[21, "get-a-list-of-supported-data-types"]], "4 Create a New Data Request and Set the Type": [[21, "create-a-new-data-request-and-set-the-type"]], "5 Get Available Locations": [[21, "get-available-locations"]], "6 Get Available Parameters": [[21, "get-available-parameters"]], "7 Get Available Levels": [[21, "get-available-levels"]], "8 Get Available Times": [[21, "get-available-times"]], "9 Get the Data!": [[21, "get-the-data"]], "METAR Station Plot with MetPy": [[22, "metar-station-plot-with-metpy"]], "2 Function: get_cloud_cover()": [[22, "function-get-cloud-cover"]], "3 Initial Setup": [[22, "initial-setup"]], "3.1 Initial EDEX Connection": [[22, "initial-edex-connection"]], "3.2 Setting Connection Location Names": [[22, "setting-connection-location-names"]], "4 Filter by Time": [[22, "filter-by-time"]], "5 Use the Data!": [[22, "use-the-data"], [29, "use-the-data"]], "5.1 Get the Data!": [[22, "get-the-data"]], "5.2 Extract all Parameters": [[22, "extract-all-parameters"]], "5.3 Populate the Data Dictionary": [[22, "populate-the-data-dictionary"]], "7.1 Related Notebooks": [[22, "related-notebooks"], [29, "related-notebooks"]], "7.2 Additional Documentation": [[22, "additional-documentation"], [29, "additional-documentation"]], "Map Resources and Topography": [[23, "map-resources-and-topography"]], "3 Function: make_map()": [[23, "function-make-map"]], "4 Create Initial Map From CWA": [[23, "create-initial-map-from-cwa"]], "5 Draw Merged CWA": [[23, "draw-merged-cwa"]], "6 Draw Interstates using Boundary Filter": [[23, "draw-interstates-using-boundary-filter"]], "7 Draw Nearby Cities": [[23, "draw-nearby-cities"]], "8 Draw Nearby Lakes": [[23, "draw-nearby-lakes"]], "9 Draw Major Rivers": [[23, "draw-major-rivers"]], "10 Draw Topography": [[23, "draw-topography"]], "11 See Also": [[23, "see-also"]], "11.1 Additional Documentation": [[23, "additional-documentation"]], "Model Sounding Data": [[24, "model-sounding-data"]], "3 Setting Location": [[24, "setting-location"]], "3.1 Available Location Names": [[24, "available-location-names"]], "3.2 Setting the Location Name": [[24, "setting-the-location-name"]], "4 Filtering by Time": [[24, "filtering-by-time"]], "5 Get the Data!": [[24, "get-the-data"], [26, "get-the-data"]], "6 Use the Data!": [[24, "use-the-data"]], "6.1 Prepare Data Objects": [[24, "prepare-data-objects"]], "6.2 Calculate Dewpoint from Specific Humidity": [[24, "calculate-dewpoint-from-specific-humidity"]], "6.2.1 Method 1": [[24, "method-1"]], "6.2.2 Method 2": [[24, "method-2"]], "6.2.3 Method 3": [[24, "method-3"]], "7 Plot the Data!": [[24, "plot-the-data"]], "8 See Also": [[24, "see-also"], [26, "see-also"]], "8.1 Related Notebooks": [[24, "related-notebooks"], [26, "related-notebooks"]], "8.2 Additional Documentation": [[24, "additional-documentation"], [26, "additional-documentation"]], "NEXRAD Level3 Radar": [[25, "nexrad-level3-radar"]], "Precip Accumulation Region of Interest": [[26, "precip-accumulation-region-of-interest"]], "2.3 Refine the Request": [[26, "refine-the-request"]], "2.4 Get Times": [[26, "get-times"]], "3 Function: calculate_accumulated_precip()": [[26, "function-calculate-accumulated-precip"]], "4 Fuction: make_map()": [[26, "fuction-make-map"]], "6.1 Create CONUS Image": [[26, "create-conus-image"]], "6.2 Create Region of Interest Image": [[26, "create-region-of-interest-image"]], "7 High Resolution ROI": [[26, "high-resolution-roi"]], "7.1 New Data Request": [[26, "new-data-request"]], "7.2 Calculate Data": [[26, "calculate-data"]], "7.3 Plot ROI": [[26, "plot-roi"]], "Regional Surface Obs Plot": [[27, "regional-surface-obs-plot"]], "Imports": [[27, "imports"]], "Function: get_cloud_cover()": [[27, "function-get-cloud-cover"]], "Function: make_map()": [[27, "function-make-map"]], "Function: extract_plotting_data()": [[27, "function-extract-plotting-data"]], "Function: plot_data()": [[27, "function-plot-data"]], "Initial Setup": [[27, "initial-setup"]], "Initial EDEX Connection": [[27, "initial-edex-connection"]], "Maps Request and Response": [[27, "maps-request-and-response"]], "Define Geographic Filter": [[27, "define-geographic-filter"]], "Define Time Filter": [[27, "define-time-filter"]], "Define Common Parameters for Data Requests": [[27, "define-common-parameters-for-data-requests"]], "Define METAR Request": [[27, "define-metar-request"]], "Define Synoptic Request": [[27, "define-synoptic-request"]], "Get the Data!": [[27, "get-the-data"]], "Get the EDEX Responses": [[27, "get-the-edex-responses"]], "Extract Plotting Data": [[27, "extract-plotting-data"]], "Plot the Data": [[27, "plot-the-data"]], "Draw the Region": [[27, "draw-the-region"]], "Plot METAR Data": [[27, "plot-metar-data"]], "Plot Synoptic Data": [[27, "plot-synoptic-data"]], "Plot both METAR and Synoptic Data": [[27, "plot-both-metar-and-synoptic-data"]], "See Also": [[27, "see-also"]], "Related Notebooks": [[27, "related-notebooks"]], "Additional Documentation": [[27, "additional-documentation"]], "Satellite Imagery": [[28, "satellite-imagery"]], "Available Sources, Creating Entities, Sectors, and Products": [[28, "available-sources-creating-entities-sectors-and-products"]], "GOES 16 Mesoscale Sectors": [[28, "goes-16-mesoscale-sectors"]], "Upper Air BUFR Soundings": [[29, "upper-air-bufr-soundings"]], "2.1 Initial EDEX Connection": [[29, "initial-edex-connection"]], "2.2 Setting Additional Request Parameters": [[29, "setting-additional-request-parameters"]], "2.3 Available Location Names": [[29, "available-location-names"]], "2.4 Setting the Location Name": [[29, "setting-the-location-name"]], "3 Filtering by Time": [[29, "filtering-by-time"]], "4 Get the Data!": [[29, "get-the-data"]], "5.1 Prepare Data Objects": [[29, "prepare-data-objects"]], "5.2 Convert Units": [[29, "convert-units"]], "Watch Warning and Advisory Plotting": [[30, "watch-warning-and-advisory-plotting"]], "2 Function: make_map()": [[30, "function-make-map"]], "3 Function: get_color()": [[30, "function-get-color"]], "4 Function get_title()": [[30, "function-get-title"]], "5 Initial Setup": [[30, "initial-setup"]], "5.1 EDEX Connection": [[30, "edex-connection"]], "5.2 Significance (Sig) Constants": [[30, "significance-sig-constants"]], "6 Filter by Time": [[30, "filter-by-time"]], "7 Use the Data!": [[30, "use-the-data"]], "7.1 Get the Data": [[30, "get-the-data"]], "7.2 Extract Phensigs, Geometries, and Times": [[30, "extract-phensigs-geometries-and-times"]], "8 Plot the Data!": [[30, "plot-the-data"]], "8.1 Create State and Political Boundaries": [[30, "create-state-and-political-boundaries"]], "8.2 Draw the Plot and Legend for WWAs": [[30, "draw-the-plot-and-legend-for-wwas"]], "9 See Also": [[30, "see-also"]], "9.1 Related Notebooks": [[30, "related-notebooks"]], "9.2 Additional Documentation": [[30, "additional-documentation"]], "Data Plotting Examples": [[31, "data-plotting-examples"]], "Python AWIPS Data Access Framework": [[32, "python-awips-data-access-framework"]], "Pre-requisite Software": [[32, "pre-requisite-software"]], "Package-Only Install": [[32, "package-only-install"]], "Pip Install": [[32, "pip-install"]], "Conda Install": [[32, "conda-install"]], "Source Code with Examples Install": [[32, "source-code-with-examples-install"]], "Questions \u2013 Contact Us!": [[32, "questions-contact-us"]]}, "indexentries": {"awips.dataaccess.combinedtimequery": [[1, "module-awips.dataaccess.CombinedTimeQuery"]], "getavailabletimes() (in module awips.dataaccess.combinedtimequery)": [[1, "awips.dataaccess.CombinedTimeQuery.getAvailableTimes"]], "module": [[1, "module-awips.dataaccess.CombinedTimeQuery"], [2, "module-awips.dataaccess.DataAccessLayer"], [3, "module-awips.DateTimeConverter"], [5, "module-awips.gfe.IFPClient"], [6, "module-awips.dataaccess.ModelSounding"], [7, "module-awips.dataaccess.PyData"], [8, "module-awips.dataaccess.PyGeometryData"], [9, "module-awips.dataaccess.PyGridData"], [10, "module-awips.RadarCommon"], [11, "module-awips.ThriftClient"], [12, "module-awips.dataaccess.ThriftClientRouter"], [13, "module-awips.TimeUtil"]], "awips.dataaccess.dataaccesslayer": [[2, "module-awips.dataaccess.DataAccessLayer"]], "changeedexhost() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.changeEDEXHost"]], "getavailablelevels() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableLevels"]], "getavailablelocationnames() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableLocationNames"]], "getavailableparameters() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableParameters"]], "getavailabletimes() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableTimes"]], "getforecastrun() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getForecastRun"]], "getgeometrydata() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getGeometryData"]], "getgriddata() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getGridData"]], "getidentifiervalues() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getIdentifierValues"]], "getmetarobs() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getMetarObs"]], "getoptionalidentifiers() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getOptionalIdentifiers"]], "getradarproductids() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRadarProductIDs"]], "getradarproductnames() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRadarProductNames"]], "getrequiredidentifiers() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRequiredIdentifiers"]], "getsupporteddatatypes() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getSupportedDatatypes"]], "getsynopticobs() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getSynopticObs"]], "newdatarequest() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.newDataRequest"]], "setlazyloadgridlatlon() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.setLazyLoadGridLatLon"]], "awips.datetimeconverter": [[3, "module-awips.DateTimeConverter"]], "constructtimerange() (in module awips.datetimeconverter)": [[3, "awips.DateTimeConverter.constructTimeRange"]], "converttodatetime() (in module awips.datetimeconverter)": [[3, "awips.DateTimeConverter.convertToDateTime"]], "idatarequest (class in awips.dataaccess)": [[4, "awips.dataaccess.IDataRequest"]], "__weakref__ (awips.dataaccess.idatarequest attribute)": [[4, "awips.dataaccess.IDataRequest.__weakref__"]], "addidentifier() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.addIdentifier"]], "getdatatype() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getDatatype"]], "getenvelope() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getEnvelope"]], "getidentifiers() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getIdentifiers"]], "getlevels() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getLevels"]], "getlocationnames() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getLocationNames"]], "setdatatype() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setDatatype"]], "setenvelope() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setEnvelope"]], "setlevels() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setLevels"]], "setlocationnames() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setLocationNames"]], "setparameters() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setParameters"]], "ifpclient (class in awips.gfe.ifpclient)": [[5, "awips.gfe.IFPClient.IFPClient"]], "awips.gfe.ifpclient": [[5, "module-awips.gfe.IFPClient"]], "commitgrid() (awips.gfe.ifpclient.ifpclient method)": [[5, 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\ No newline at end of file
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"examples/generated/Watch_Warning_and_Advisory_Plotting", "examples/index", "index"], "filenames": ["about.rst", "api/CombinedTimeQuery.rst", "api/DataAccessLayer.rst", "api/DateTimeConverter.rst", "api/IDataRequest.rst", "api/IFPClient.rst", "api/ModelSounding.rst", "api/PyData.rst", "api/PyGeometryData.rst", "api/PyGridData.rst", "api/RadarCommon.rst", "api/ThriftClient.rst", "api/ThriftClientRouter.rst", "api/TimeUtil.rst", "api/index.rst", "datatypes.rst", "dev.rst", "examples/generated/Colored_Surface_Temperature_Plot.rst", "examples/generated/Colorized_Grid_Data.rst", "examples/generated/Forecast_Model_Vertical_Sounding.rst", "examples/generated/GOES_CIRA_Product_Writer.rst", "examples/generated/Grid_Levels_and_Parameters.rst", "examples/generated/METAR_Station_Plot_with_MetPy.rst", "examples/generated/Map_Resources_and_Topography.rst", "examples/generated/Model_Sounding_Data.rst", "examples/generated/NEXRAD_Level3_Radar.rst", "examples/generated/Precip_Accumulation_Region_of_Interest.rst", "examples/generated/Regional_Surface_Obs_Plot.rst", "examples/generated/Satellite_Imagery.rst", "examples/generated/Upper_Air_BUFR_Soundings.rst", "examples/generated/Watch_Warning_and_Advisory_Plotting.rst", "examples/index.rst", "index.rst"], "titles": ["About Unidata AWIPS", "CombinedTimeQuery", "DataAccessLayer", "DateTimeConverter", "IDataRequest (newDataRequest())", "IFPClient", "ModelSounding", "PyData", "PyGeometryData", "PyGridData", "RadarCommon", "ThriftClient", "ThriftClientRouter", "TimeUtil", "API Documentation", "Available Data Types", "Development Guide", "Colored Surface Temperature Plot", "Colorized Grid Data", "Forecast Model Vertical Sounding", "GOES CIRA Product Writer", "Grid Levels and Parameters", "METAR Station Plot with MetPy", "Map Resources and Topography", "Model Sounding Data", "NEXRAD Level3 Radar", "Precip Accumulation Region of Interest", "Regional Surface Obs Plot", "Satellite Imagery", 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"module-awips.dataaccess.ThriftClientRouter"]], "TimeUtil": [[13, "module-awips.TimeUtil"]], "API Documentation": [[14, "api-documentation"]], "Available Data Types": [[15, "available-data-types"]], "satellite": [[15, "satellite"]], "binlightning": [[15, "binlightning"]], "grid": [[15, "grid"]], "warning": [[15, "warning"]], "radar": [[15, "radar"]], "Development Guide": [[16, "development-guide"]], "Writing a New Factory": [[16, "writing-a-new-factory"]], "Registering the Factory with the Framework": [[16, "registering-the-factory-with-the-framework"]], "Retrieving Data Using the Factory": [[16, "retrieving-data-using-the-factory"]], "Development Background": [[16, "development-background"]], "Design/Implementation": [[16, "design-implementation"]], "How users of the framework retrieve and use the data": [[16, "how-users-of-the-framework-retrieve-and-use-the-data"]], "How plugin developers contribute support for new datatypes": [[16, "how-plugin-developers-contribute-support-for-new-datatypes"]], "How the framework works when it receives a request": [[16, "how-the-framework-works-when-it-receives-a-request"]], "Request interfaces": [[16, "request-interfaces"]], "Data Interfaces": [[16, "data-interfaces"]], "Factory Interfaces (Java only)": [[16, "factory-interfaces-java-only"]], "Colored Surface Temperature Plot": [[17, "colored-surface-temperature-plot"]], "Objectives": [[17, "objectives"], [18, "objectives"], [19, "objectives"], [20, "objectives"], [21, "objectives"], [22, "objectives"], [23, "objectives"], [24, "objectives"], [26, "objectives"], [27, "objectives"], [28, "objectives"], [29, "objectives"], [30, "objectives"]], "Table of Contents": [[17, "table-of-contents"], [18, "table-of-contents"], [19, "table-of-contents"], [20, "table-of-contents"], [21, "table-of-contents"], [22, "table-of-contents"], [23, "table-of-contents"], [24, "table-of-contents"], [26, "table-of-contents"], [27, "table-of-contents"], [28, "table-of-contents"], [29, "table-of-contents"], [30, "table-of-contents"]], "1 Imports": [[17, "imports"], [18, "imports"], [19, "imports"], [20, "imports"], [21, "imports"], [22, "imports"], [23, "imports"], [24, "imports"], [26, "imports"], [28, "imports"], [29, "imports"], [30, "imports"]], "2 Initial Setup": [[17, "initial-setup"], [20, "initial-setup"], [26, "initial-setup"]], "2.1 Geographic Filter": [[17, "geographic-filter"], [26, "geographic-filter"]], "2.2 EDEX Connection": [[17, "edex-connection"], [26, "edex-connection"]], "3 Filter by Time": [[17, "filter-by-time"]], "4 Access and Convert Temp Data": [[17, "access-and-convert-temp-data"]], "5 Define Temperature Thresholds": [[17, "define-temperature-thresholds"]], "6 Plot the Data!": [[17, "plot-the-data"], [22, "plot-the-data"], [26, "plot-the-data"], [29, "plot-the-data"]], "7 See Also": [[17, "see-also"], [22, "see-also"], [29, "see-also"]], "7.1 Additional Documention": [[17, "additional-documention"]], "Colorized Grid Data": [[18, "colorized-grid-data"]], "2 Define Data Request": [[18, "define-data-request"]], "3 Limit Results Based on Time": [[18, "limit-results-based-on-time"]], "4 Function: make_map()": [[18, "function-make-map"]], "5 Use the Grid Data!": [[18, "use-the-grid-data"]], "5.1 Plot Using pcolormesh": [[18, "plot-using-pcolormesh"]], "5.2 Plot Using contourf": [[18, "plot-using-contourf"]], "6 See Also": [[18, "see-also"], [20, "see-also"], [28, "see-also"]], "6.1 Related Notebooks": [[18, "related-notebooks"], [20, "related-notebooks"], [28, "related-notebooks"]], "6.2 Additional Documentation": [[18, "additional-documentation"], [20, "additional-documentation"], [28, "additional-documentation"]], "Forecast Model Vertical Sounding": [[19, "forecast-model-vertical-sounding"]], "2 EDEX Connection": [[19, "edex-connection"], [24, "edex-connection"], [28, "edex-connection"], [29, "edex-connection"]], "3 Define Useful Variables": [[19, "define-useful-variables"]], "4 Function: get_surface_data()": [[19, "function-get-surface-data"]], "5 Function: get_levels_data()": [[19, "function-get-levels-data"]], "6 Function: plot_skewT()": [[19, "function-plot-skewt"]], "7 Retrieve Necessary Plotting Data": [[19, "retrieve-necessary-plotting-data"]], "8 Skew-T/Log-P": [[19, "skew-t-log-p"]], "9 Model Sounding Comparison": [[19, "model-sounding-comparison"]], "10 See Also": [[19, "see-also"], [21, "see-also"]], "10.1 Related Notebooks": [[19, "related-notebooks"], [21, "related-notebooks"]], "10.2 Additional Documentation": [[19, "additional-documentation"]], "GOES CIRA Product Writer": [[20, "goes-cira-product-writer"]], "2.1 EDEX Connection": [[20, "edex-connection"]], "2.2 Parameter Definition": [[20, "parameter-definition"]], "3 Function: set_size()": [[20, "function-set-size"]], "4 Function: write_img()": [[20, "function-write-img"]], "5 Get the Data and Write it Out!": [[20, "get-the-data-and-write-it-out"]], "5.1 Filter the Data": [[20, "filter-the-data"]], "5.2 Define Output Location": [[20, "define-output-location"]], "5.3 Write Out GOES Images": [[20, "write-out-goes-images"]], "Grid Levels and Parameters": [[21, "grid-levels-and-parameters"]], "2 Connect to EDEX": [[21, "connect-to-edex"], [23, "connect-to-edex"]], "3 Get a List of Supported Data Types": [[21, "get-a-list-of-supported-data-types"]], "4 Create a New Data Request and Set the Type": [[21, "create-a-new-data-request-and-set-the-type"]], "5 Get Available Locations": [[21, "get-available-locations"]], "6 Get Available Parameters": [[21, "get-available-parameters"]], "7 Get Available Levels": [[21, "get-available-levels"]], "8 Get Available Times": [[21, "get-available-times"]], "9 Get the Data!": [[21, "get-the-data"]], "METAR Station Plot with MetPy": [[22, "metar-station-plot-with-metpy"]], "2 Function: get_cloud_cover()": [[22, "function-get-cloud-cover"]], "3 Initial Setup": [[22, "initial-setup"]], "3.1 Initial EDEX Connection": [[22, "initial-edex-connection"]], "3.2 Setting Connection Location Names": [[22, "setting-connection-location-names"]], "4 Filter by Time": [[22, "filter-by-time"]], "5 Use the Data!": [[22, "use-the-data"], [29, "use-the-data"]], "5.1 Get the Data!": [[22, "get-the-data"]], "5.2 Extract all Parameters": [[22, "extract-all-parameters"]], "5.3 Populate the Data Dictionary": [[22, "populate-the-data-dictionary"]], "7.1 Related Notebooks": [[22, "related-notebooks"], [29, "related-notebooks"]], "7.2 Additional Documentation": [[22, "additional-documentation"], [29, "additional-documentation"]], "Map Resources and Topography": [[23, "map-resources-and-topography"]], "3 Function: make_map()": [[23, "function-make-map"], [28, "function-make-map"]], "4 Create Initial Map From CWA": [[23, "create-initial-map-from-cwa"]], "5 Draw Merged CWA": [[23, "draw-merged-cwa"]], "6 Draw Interstates using Boundary Filter": [[23, "draw-interstates-using-boundary-filter"]], "7 Draw Nearby Cities": [[23, "draw-nearby-cities"]], "8 Draw Nearby Lakes": [[23, "draw-nearby-lakes"]], "9 Draw Major Rivers": [[23, "draw-major-rivers"]], "10 Draw Topography": [[23, "draw-topography"]], "11 See Also": [[23, "see-also"]], "11.1 Additional Documentation": [[23, "additional-documentation"]], "Model Sounding Data": [[24, "model-sounding-data"]], "3 Setting Location": [[24, "setting-location"]], "3.1 Available Location Names": [[24, "available-location-names"]], "3.2 Setting the Location Name": [[24, "setting-the-location-name"]], "4 Filtering by Time": [[24, "filtering-by-time"]], "5 Get the Data!": [[24, "get-the-data"], [26, "get-the-data"]], "6 Use the Data!": [[24, "use-the-data"]], "6.1 Prepare Data Objects": [[24, "prepare-data-objects"]], "6.2 Calculate Dewpoint from Specific Humidity": [[24, "calculate-dewpoint-from-specific-humidity"]], "6.2.1 Method 1": [[24, "method-1"]], "6.2.2 Method 2": [[24, "method-2"]], "6.2.3 Method 3": [[24, "method-3"]], "7 Plot the Data!": [[24, "plot-the-data"]], "8 See Also": [[24, "see-also"], [26, "see-also"]], "8.1 Related Notebooks": [[24, "related-notebooks"], [26, "related-notebooks"]], "8.2 Additional Documentation": [[24, "additional-documentation"], [26, "additional-documentation"]], "NEXRAD Level3 Radar": [[25, "nexrad-level3-radar"]], "Precip Accumulation Region of Interest": [[26, "precip-accumulation-region-of-interest"]], "2.3 Refine the Request": [[26, "refine-the-request"]], "2.4 Get Times": [[26, "get-times"]], "3 Function: calculate_accumulated_precip()": [[26, "function-calculate-accumulated-precip"]], "4 Fuction: make_map()": [[26, "fuction-make-map"]], "6.1 Create CONUS Image": [[26, "create-conus-image"]], "6.2 Create Region of Interest Image": [[26, "create-region-of-interest-image"]], "7 High Resolution ROI": [[26, "high-resolution-roi"]], "7.1 New Data Request": [[26, "new-data-request"]], "7.2 Calculate Data": [[26, "calculate-data"]], "7.3 Plot ROI": [[26, "plot-roi"]], "Regional Surface Obs Plot": [[27, "regional-surface-obs-plot"]], "Imports": [[27, "imports"]], "Function: get_cloud_cover()": [[27, "function-get-cloud-cover"]], "Function: make_map()": [[27, "function-make-map"]], "Function: extract_plotting_data()": [[27, "function-extract-plotting-data"]], "Function: plot_data()": [[27, "function-plot-data"]], "Initial Setup": [[27, "initial-setup"]], "Initial EDEX Connection": [[27, "initial-edex-connection"]], "Maps Request and Response": [[27, "maps-request-and-response"]], "Define Geographic Filter": [[27, "define-geographic-filter"]], "Define Time Filter": [[27, "define-time-filter"]], "Define Common Parameters for Data Requests": [[27, "define-common-parameters-for-data-requests"]], "Define METAR Request": [[27, "define-metar-request"]], "Define Synoptic Request": [[27, "define-synoptic-request"]], "Get the Data!": [[27, "get-the-data"]], "Get the EDEX Responses": [[27, "get-the-edex-responses"]], "Extract Plotting Data": [[27, "extract-plotting-data"]], "Plot the Data": [[27, "plot-the-data"]], "Draw the Region": [[27, "draw-the-region"]], "Plot METAR Data": [[27, "plot-metar-data"]], "Plot Synoptic Data": [[27, "plot-synoptic-data"]], "Plot both METAR and Synoptic Data": [[27, "plot-both-metar-and-synoptic-data"]], "See Also": [[27, "see-also"]], "Related Notebooks": [[27, "related-notebooks"]], "Additional Documentation": [[27, "additional-documentation"]], "Satellite Imagery": [[28, "satellite-imagery"]], "4 Investigate Available Data": [[28, "investigate-available-data"]], "4.1 Sources": [[28, "sources"]], "4.2 Physical Elements": [[28, "physical-elements"]], "4.3 Creating Entities": [[28, "creating-entities"]], "4.4 Sectors": [[28, "sectors"]], "4.5 All Products": [[28, "all-products"]], "5 Render GOES East Mesoscale Sectors": [[28, "render-goes-east-mesoscale-sectors"]], "Upper Air BUFR Soundings": [[29, "upper-air-bufr-soundings"]], "2.1 Initial EDEX Connection": [[29, "initial-edex-connection"]], "2.2 Setting Additional Request Parameters": [[29, "setting-additional-request-parameters"]], "2.3 Available Location Names": [[29, "available-location-names"]], "2.4 Setting the Location Name": [[29, "setting-the-location-name"]], "3 Filtering by Time": [[29, "filtering-by-time"]], "4 Get the Data!": [[29, "get-the-data"]], "5.1 Prepare Data Objects": [[29, "prepare-data-objects"]], "5.2 Convert Units": [[29, "convert-units"]], "Watch Warning and Advisory Plotting": [[30, "watch-warning-and-advisory-plotting"]], "2 Function: make_map()": [[30, "function-make-map"]], "3 Function: get_color()": [[30, "function-get-color"]], "4 Function get_title()": [[30, "function-get-title"]], "5 Initial Setup": [[30, "initial-setup"]], "5.1 EDEX Connection": [[30, "edex-connection"]], "5.2 Significance (Sig) Constants": [[30, "significance-sig-constants"]], "6 Filter by Time": [[30, "filter-by-time"]], "7 Use the Data!": [[30, "use-the-data"]], "7.1 Get the Data": [[30, "get-the-data"]], "7.2 Extract Phensigs, Geometries, and Times": [[30, "extract-phensigs-geometries-and-times"]], "8 Plot the Data!": [[30, "plot-the-data"]], "8.1 Create State and Political Boundaries": [[30, "create-state-and-political-boundaries"]], "8.2 Draw the Plot and Legend for WWAs": [[30, "draw-the-plot-and-legend-for-wwas"]], "9 See Also": [[30, "see-also"]], "9.1 Related Notebooks": [[30, "related-notebooks"]], "9.2 Additional Documentation": [[30, "additional-documentation"]], "Data Plotting Examples": [[31, "data-plotting-examples"]], "Python AWIPS Data Access Framework": [[32, "python-awips-data-access-framework"]], "Pre-requisite Software": [[32, "pre-requisite-software"]], "Package-Only Install": [[32, "package-only-install"]], "Pip Install": [[32, "pip-install"]], "Conda Install": [[32, "conda-install"]], "Source Code with Examples Install": [[32, "source-code-with-examples-install"]], "Questions \u2013 Contact Us!": [[32, "questions-contact-us"]]}, "indexentries": {"awips.dataaccess.combinedtimequery": [[1, "module-awips.dataaccess.CombinedTimeQuery"]], "getavailabletimes() (in module awips.dataaccess.combinedtimequery)": [[1, "awips.dataaccess.CombinedTimeQuery.getAvailableTimes"]], "module": [[1, "module-awips.dataaccess.CombinedTimeQuery"], [2, "module-awips.dataaccess.DataAccessLayer"], [3, "module-awips.DateTimeConverter"], [5, "module-awips.gfe.IFPClient"], [6, "module-awips.dataaccess.ModelSounding"], [7, "module-awips.dataaccess.PyData"], [8, "module-awips.dataaccess.PyGeometryData"], [9, "module-awips.dataaccess.PyGridData"], [10, "module-awips.RadarCommon"], [11, "module-awips.ThriftClient"], [12, "module-awips.dataaccess.ThriftClientRouter"], [13, "module-awips.TimeUtil"]], "awips.dataaccess.dataaccesslayer": [[2, "module-awips.dataaccess.DataAccessLayer"]], "changeedexhost() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.changeEDEXHost"]], "getavailablelevels() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableLevels"]], "getavailablelocationnames() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableLocationNames"]], "getavailableparameters() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableParameters"]], "getavailabletimes() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getAvailableTimes"]], "getforecastrun() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getForecastRun"]], "getgeometrydata() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getGeometryData"]], "getgriddata() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getGridData"]], "getidentifiervalues() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getIdentifierValues"]], "getmetarobs() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getMetarObs"]], "getoptionalidentifiers() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getOptionalIdentifiers"]], "getradarproductids() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRadarProductIDs"]], "getradarproductnames() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRadarProductNames"]], "getrequiredidentifiers() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getRequiredIdentifiers"]], "getsupporteddatatypes() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getSupportedDatatypes"]], "getsynopticobs() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.getSynopticObs"]], "newdatarequest() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.newDataRequest"]], "setlazyloadgridlatlon() (in module awips.dataaccess.dataaccesslayer)": [[2, "awips.dataaccess.DataAccessLayer.setLazyLoadGridLatLon"]], "awips.datetimeconverter": [[3, "module-awips.DateTimeConverter"]], "constructtimerange() (in module awips.datetimeconverter)": [[3, "awips.DateTimeConverter.constructTimeRange"]], "converttodatetime() (in module awips.datetimeconverter)": [[3, "awips.DateTimeConverter.convertToDateTime"]], "idatarequest (class in awips.dataaccess)": [[4, "awips.dataaccess.IDataRequest"]], "__weakref__ (awips.dataaccess.idatarequest attribute)": [[4, "awips.dataaccess.IDataRequest.__weakref__"]], "addidentifier() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.addIdentifier"]], "getdatatype() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getDatatype"]], "getenvelope() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getEnvelope"]], "getidentifiers() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getIdentifiers"]], "getlevels() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getLevels"]], "getlocationnames() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.getLocationNames"]], "setdatatype() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setDatatype"]], "setenvelope() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setEnvelope"]], "setlevels() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setLevels"]], "setlocationnames() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setLocationNames"]], "setparameters() (awips.dataaccess.idatarequest method)": [[4, "awips.dataaccess.IDataRequest.setParameters"]], "ifpclient (class in awips.gfe.ifpclient)": [[5, "awips.gfe.IFPClient.IFPClient"]], "awips.gfe.ifpclient": [[5, "module-awips.gfe.IFPClient"]], "commitgrid() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.commitGrid"]], "getgridinventory() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getGridInventory"]], "getparmlist() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getParmList"]], "getselecttr() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getSelectTR"]], "getsiteid() (awips.gfe.ifpclient.ifpclient method)": [[5, "awips.gfe.IFPClient.IFPClient.getSiteID"]], "awips.dataaccess.modelsounding": [[6, "module-awips.dataaccess.ModelSounding"]], "changeedexhost() (in module awips.dataaccess.modelsounding)": [[6, "awips.dataaccess.ModelSounding.changeEDEXHost"]], "getsounding() (in module awips.dataaccess.modelsounding)": [[6, "awips.dataaccess.ModelSounding.getSounding"]], "pydata (class in awips.dataaccess.pydata)": [[7, "awips.dataaccess.PyData.PyData"]], "awips.dataaccess.pydata": [[7, "module-awips.dataaccess.PyData"]], "getattribute() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getAttribute"]], "getattributes() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getAttributes"]], "getdatatime() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getDataTime"]], "getlevel() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getLevel"]], "getlocationname() (awips.dataaccess.pydata.pydata method)": [[7, "awips.dataaccess.PyData.PyData.getLocationName"]], "pygeometrydata (class in awips.dataaccess.pygeometrydata)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData"]], "awips.dataaccess.pygeometrydata": [[8, "module-awips.dataaccess.PyGeometryData"]], "getgeometry() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getGeometry"]], "getnumber() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getNumber"]], "getparameters() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getParameters"]], "getstring() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getString"]], "gettype() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getType"]], "getunit() (awips.dataaccess.pygeometrydata.pygeometrydata method)": [[8, "awips.dataaccess.PyGeometryData.PyGeometryData.getUnit"]], "pygriddata (class in awips.dataaccess.pygriddata)": [[9, "awips.dataaccess.PyGridData.PyGridData"]], "awips.dataaccess.pygriddata": [[9, "module-awips.dataaccess.PyGridData"]], "getlatloncoords() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getLatLonCoords"]], "getparameter() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getParameter"]], "getrawdata() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getRawData"]], "getunit() (awips.dataaccess.pygriddata.pygriddata method)": [[9, "awips.dataaccess.PyGridData.PyGridData.getUnit"]], "awips.radarcommon": [[10, "module-awips.RadarCommon"]], "encode_dep_vals() (in module awips.radarcommon)": [[10, "awips.RadarCommon.encode_dep_vals"]], "encode_radial() (in module awips.radarcommon)": [[10, "awips.RadarCommon.encode_radial"]], "encode_thresh_vals() (in module awips.radarcommon)": [[10, "awips.RadarCommon.encode_thresh_vals"]], "get_data_type() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_data_type"]], "get_datetime_str() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_datetime_str"]], "get_hdf5_data() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_hdf5_data"]], "get_header() (in module awips.radarcommon)": [[10, "awips.RadarCommon.get_header"]], "thriftclient (class in awips.thriftclient)": [[11, "awips.ThriftClient.ThriftClient"]], "thriftrequestexception": [[11, "awips.ThriftClient.ThriftRequestException"]], "awips.thriftclient": [[11, "module-awips.ThriftClient"]], "sendrequest() (awips.thriftclient.thriftclient method)": [[11, "awips.ThriftClient.ThriftClient.sendRequest"]], "lazygridlatlon (class in awips.dataaccess.thriftclientrouter)": [[12, "awips.dataaccess.ThriftClientRouter.LazyGridLatLon"]], "thriftclientrouter (class in awips.dataaccess.thriftclientrouter)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter"]], "awips.dataaccess.thriftclientrouter": [[12, "module-awips.dataaccess.ThriftClientRouter"]], "getavailablelevels() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableLevels"]], "getavailablelocationnames() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableLocationNames"]], "getavailableparameters() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableParameters"]], "getavailabletimes() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getAvailableTimes"]], "getgeometrydata() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getGeometryData"]], "getgriddata() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getGridData"]], "getidentifiervalues() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getIdentifierValues"]], "getnotificationfilter() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getNotificationFilter"]], "getoptionalidentifiers() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getOptionalIdentifiers"]], "getrequiredidentifiers() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getRequiredIdentifiers"]], "getsupporteddatatypes() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.getSupportedDatatypes"]], "newdatarequest() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.newDataRequest"]], "setlazyloadgridlatlon() (awips.dataaccess.thriftclientrouter.thriftclientrouter method)": [[12, "awips.dataaccess.ThriftClientRouter.ThriftClientRouter.setLazyLoadGridLatLon"]], "awips.timeutil": [[13, "module-awips.TimeUtil"]], "determinedrtoffset() (in module awips.timeutil)": [[13, "awips.TimeUtil.determineDrtOffset"]], "maketime() (in module awips.timeutil)": [[13, "awips.TimeUtil.makeTime"]]}})
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