From ee756bc4d383c46cb10709f94e015668567d0ef6 Mon Sep 17 00:00:00 2001
From: tiffanycmeyer13 <tiffanycmeyer13@users.noreply.github.com>
Date: Thu, 28 Apr 2022 16:51:48 +0000
Subject: [PATCH] deploy: 8db6e4951c3401ca1fd03436a7a9db58b55ee6a1

---
 .buildinfo                                    |   2 +-
 ...tch_Warning_and_Advisory_Plotting_34_0.png | Bin 0 -> 186842 bytes
 _images/Watch_and_Warning_Polygons_5_0.png    | Bin 111712 -> 0 bytes
 ...atch_Warning_and_Advisory_Plotting.rst.txt | 576 +++++++++++++++
 .../Watch_and_Warning_Polygons.rst.txt        | 139 ----
 _static/doctools.js                           |  72 +-
 _static/documentation_options.js              |   4 +-
 _static/searchtools.js                        |   8 +-
 dev.html                                      |   4 +-
 .../Colored_Surface_Temperature_Plot.html     |   2 +-
 examples/generated/Colorized_Grid_Data.html   |   2 +-
 .../Forecast_Model_Vertical_Sounding.html     |   2 +-
 .../generated/GOES_CIRA_Product_Writer.html   |   2 +-
 .../GOES_Geostationary_Lightning_Mapper.html  |   2 +-
 .../generated/Grid_Levels_and_Parameters.html |   2 +-
 .../METAR_Station_Plot_with_MetPy.html        |   2 +-
 .../Map_Resources_and_Topography.html         |   2 +-
 examples/generated/Model_Sounding_Data.html   |   2 +-
 examples/generated/NEXRAD_Level3_Radar.html   |   2 +-
 ...recip_Accumulation-Region_Of_Interest.html |   2 +-
 .../generated/Regional_Surface_Obs_Plot.html  |   2 +-
 examples/generated/Satellite_Imagery.html     |   2 +-
 .../generated/Upper_Air_BUFR_Soundings.html   |   6 +-
 .../Watch_Warning_and_Advisory_Plotting.html  | 657 ++++++++++++++++++
 .../generated/Watch_and_Warning_Polygons.html | 253 -------
 examples/index.html                           |   4 +-
 objects.inv                                   | Bin 5032 -> 5423 bytes
 searchindex.js                                |   2 +-
 28 files changed, 1312 insertions(+), 441 deletions(-)
 create mode 100644 _images/Watch_Warning_and_Advisory_Plotting_34_0.png
 delete mode 100644 _images/Watch_and_Warning_Polygons_5_0.png
 create mode 100644 _sources/examples/generated/Watch_Warning_and_Advisory_Plotting.rst.txt
 delete mode 100644 _sources/examples/generated/Watch_and_Warning_Polygons.rst.txt
 create mode 100644 examples/generated/Watch_Warning_and_Advisory_Plotting.html
 delete mode 100644 examples/generated/Watch_and_Warning_Polygons.html

diff --git a/.buildinfo b/.buildinfo
index 2703ea0..5deb88f 100644
--- a/.buildinfo
+++ b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: f0ebb3dbf3d9374c81a3df5a307e45ee
+config: f9ff9fe8bb30e963804480f00bc57e27
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_images/Watch_Warning_and_Advisory_Plotting_34_0.png b/_images/Watch_Warning_and_Advisory_Plotting_34_0.png
new file mode 100644
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diff --git a/_sources/examples/generated/Watch_Warning_and_Advisory_Plotting.rst.txt b/_sources/examples/generated/Watch_Warning_and_Advisory_Plotting.rst.txt
new file mode 100644
index 0000000..ca4fb5f
--- /dev/null
+++ b/_sources/examples/generated/Watch_Warning_and_Advisory_Plotting.rst.txt
@@ -0,0 +1,576 @@
+===================================
+Watch Warning and Advisory Plotting
+===================================
+`Notebook <http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Watch_Warning_and_Advisory_Plotting.ipynb>`_
+Python-AWIPS Tutorial Notebook
+
+--------------
+
+Objectives
+==========
+
+-  Create a colorized plot with `Warnings, Watches, Advisories and
+   Statements (WWAs) <https://weather.cod.edu/notes/criteria/>`__
+-  Use python-awips to connect to an EDEX server
+-  Create and filter the data request specifically for a warning data
+   type
+-  Create and use accurate time filter for data requests
+-  Define and use functions
+-  Define and use dictionaries
+-  Colorize shapes based on a dictionary
+-  Overlay warnings, watches, and advisories with state and political
+   maps
+
+--------------
+
+Table of Contents
+-----------------
+
+| `1
+  Imports <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#imports>`__\ 
+| `2 Functions:
+  make_map() <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#functions-make-map>`__\ 
+| `3 Functions:
+  get_color() <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#functions-get-color>`__\ 
+| `4 Functions:
+  get_title() <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#functions-get-title>`__\ 
+| `5 Initial
+  Setup <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#initial-setup>`__\ 
+|     `5.1 EDEX
+  Connection <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#edex-connection>`__\ 
+|     `5.2 Significance (Sig)
+  Constraints <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#significance-sig-constraints>`__\ 
+| `6 Filter by
+  Time <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#filter-by-time>`__\ 
+| `7 Use the
+  Data! <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#use-the-data>`__\ 
+|     `7.1 Get the
+  Data <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#get-the-data>`__\ 
+|     `7.2 Extract Phensigs, Geometries, and
+  Times <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#extract-phensigs-geometries-and-times>`__\ 
+| `8 Plot the
+  Data! <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#plot-the-data>`__\ 
+|     `8.1 Create State and Political
+  Boundaries <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#create-state-and-political-boundaries>`__\ 
+|     `8.2 Draw the Plot and Legend for
+  WWAs <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#draw-the-plot-and-legend-for-wwas>`__\ 
+| `9 See
+  Also <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#see-also>`__\ 
+|     `9.1 Related
+  Notebooks <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#related-notebooks>`__\ 
+|     `9.2 Additional
+  Documentation <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#additional-documentation>`__\ 
+
+1 Imports
+---------
+
+The imports below are used throughout the notebook. The python-awips
+imports allow us to connect to an EDEX server, use the warning lookup
+dictionary, and define a TimeRange. The additional imports are for data
+manipulation and visualization.
+
+.. code:: ipython3
+
+    from datetime import datetime, timedelta
+    
+    import numpy as np
+    import matplotlib.patches as mpatches
+    import matplotlib.pyplot as plt
+    import cartopy.crs as ccrs
+    import cartopy.feature as cfeature
+    from cartopy.feature import ShapelyFeature, NaturalEarthFeature
+    from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER
+    from shapely.geometry import MultiPolygon, Polygon
+    
+    from awips.dataaccess import DataAccessLayer
+    from awips.tables import vtec
+    from dynamicserialize.dstypes.com.raytheon.uf.common.time import TimeRange
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html>`__
+
+--------------
+
+2 Function: make_map()
+----------------------
+
+In order to plot more than one image, it’s easiest to define common
+logic in a function. However, for this notebook we only use it in one
+place. It is a function you will find in most of our example notebooks.
+
+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 lat/lon grids are added.
+
+.. code:: ipython3
+
+    def make_map(bbox, projection=ccrs.PlateCarree()):
+        fig, ax = plt.subplots(figsize=(20,12),
+                subplot_kw=dict(projection=projection))
+        ax.set_extent(bbox)
+        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/Watch_Warning_and_Advisory_Plotting.html>`__
+
+--------------
+
+3 Function: get_color()
+-----------------------
+
+Since we’ll be needing to access the color using the vtec lookup table
+in several places, creating an easily recognizable function is useful.
+
+.. code:: ipython3
+
+    def get_color(phensig):
+        return vtec[phensig]['color']
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html>`__
+
+--------------
+
+4 Function get_title()
+----------------------
+
+Similar to the color function just defined, accessing the full name for
+the phensig will also be necessary, so this function will be helpful.
+
+.. code:: ipython3
+
+    def get_title(phensig):
+        return vtec[phensig]['hdln']
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html>`__
+
+--------------
+
+5 Inital Setup
+--------------
+
+5.1 EDEX Connection
+~~~~~~~~~~~~~~~~~~~
+
+First we establish a connection to Unidata’s public EDEX server. With
+that connection made, we can create a `new data request
+object <http://unidata.github.io/python-awips/api/IDataRequest.html>`__
+and set the data type to **warning**, and set the Parameters to
+**phensig** and **sig**.
+
+.. container:: alert-info
+
+   Note: Remember, to see all available parameters use the
+   DataAccess.getAvailableParameters() method as shown in the Grid
+   Levels and Parameters Notebook.
+
+.. code:: ipython3
+
+    DataAccessLayer.changeEDEXHost("edex-cloud.unidata.ucar.edu")
+    request = DataAccessLayer.newDataRequest()
+    request.setDatatype("warning")
+    params = ["phensig", "sig"]
+    request.setParameters(*(params))
+
+5.2 Significance (Sig) Constants
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The two parameters we’re requesting for our warning objects are
+**phensig** and **sig** where phensig is styled “XX.Y” and sig is “Y”.
+Phen stands for “Phenomena” and sig stands for “Significance”. `A more
+detailed description of phensigs and how they’re used is provided with
+this NWS
+pamphlet <https://www.weather.gov/media/vtec/VTEC_explanation4-20.pdf>`__.
+
+The constants in this section correlate the **sig** to what type of
+message it is (what significance it is).
+
+.. code:: ipython3
+
+    WATCH_SIG = 'A'
+    WARN_SIG = 'W'
+    ADVIS_SIG = 'Y'
+    STATEM_SIG = 'S'
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html>`__
+
+--------------
+
+6 Filter by Time
+----------------
+
+Here we decide how much data we want to pull from EDEX. By default we’ll
+request 12 hours, but that value can easily be modified by `adjusting
+the
+``timedelta(hours = 12)`` <https://docs.python.org/3/library/datetime.html#timedelta-objects>`__
+in line ``2``. The more data we request, the longer the next section
+will take to run.
+
+.. code:: ipython3
+
+    # Get records from the last 12 hours
+    lastHourDateTime = datetime.utcnow() - timedelta(hours = 12)
+    start = lastHourDateTime.strftime('%Y-%m-%d %H:%M:%S')
+    end = datetime.utcnow().strftime('%Y-%m-%d %H:%M:%S')
+    
+    beginRange = datetime.strptime( start , "%Y-%m-%d %H:%M:%S")
+    endRange = datetime.strptime( end , "%Y-%m-%d %H:%M:%S")
+    timerange = TimeRange(beginRange, endRange)
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html>`__
+
+--------------
+
+7 Use the Data!
+---------------
+
+7.1 Get the Data
+~~~~~~~~~~~~~~~~
+
+Now that we have our ``request`` and TimeRange ``timerange`` objects
+ready, it’s time to request the data array from EDEX.
+
+.. container:: alert-info
+
+   Note: Above we set timerange to be 12 hours worth of data. This can
+   return on the order of ~2000 records and can take a little while to
+   run.
+
+.. code:: ipython3
+
+    # Get response
+    response = DataAccessLayer.getGeometryData(request, timerange)
+    print("Using " + str(len(response)) + " records")
+
+
+.. parsed-literal::
+
+    Using 1502 records
+
+
+7.2 Extract Phensigs, Geometries, and Times
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+In this section we start gathering all the information we’ll need to
+properly display our data. First we create an array to keep track of
+unique phensigs. This is useful summary information and will be used to
+help create the legend which we’ll display along with our plot.
+
+Next, we create arrays for each of the 4 types of significance a
+statement can have. We will group our records this way, so we can easily
+toggle which records to display or not.
+
+Then, we create two time variables to keep track of the earliest time
+from our records and the latest time, and will display that information
+in the title of our plot.
+
+This section has optional print statements at lines ``65`` and ``85``.
+The first prints out the title, phensig, ref time, and shape for each
+unique phensig, and the second prints out a sum of how many unique
+phensigs there are.
+
+We cycle through all the data produced from our ``response`` object,
+access its geometries, and create a new
+`ShapelyFeature <https://scitools.org.uk/cartopy/docs/latest/reference/generated/cartopy.feature.ShapelyFeature.html>`__
+with the corresponding color. Then we place this new feature in the
+appropriate ``shapes`` array. During this process we also populate the
+phensigs array with all unique phensig entries.
+
+Finally, after we’re done looping through all the ``response`` data, we
+create a mapping of phensigs to their corresponding titles. This will be
+used later to sort the legend alphabetically by titles (which differs
+from simply sorting by phensig). Ex. *Blizzard Warning (BZ.W)* would
+come before *Areal Flood Advisory (FA.Y)* if we simply sorted by
+phensig.
+
+.. code:: ipython3
+
+    # Keep track of unique phensigs, to use in legend
+    phensigs = []
+    
+    # Sort the geometries based on their sig
+    watch_shapes = []
+    warning_shapes = []
+    advisory_shapes = []
+    statement_shapes = []
+    
+    # Keep track of the earliest and latest reftime for title
+    # start with the first time from the first object in the response
+    time_str = str(response[0].getDataTime().getRefTime())
+    # truncate the decimal seconds for datetime parsing
+    time_str = time_str[:-4]
+    # convert to datetime object for easy comparison
+    first_time = datetime.strptime(time_str, '%Y-%m-%d %H:%M:%S')
+    last_time = datetime.strptime(time_str, '%Y-%m-%d %H:%M:%S')
+    
+    for ob in response:
+        
+        # get the geometry for the object
+        poly = ob.getGeometry()
+        # get the reftime for the object
+        ref  = ob.getDataTime().getRefTime()
+        
+        # do not plot if phensig is blank (SPS)
+        if ob.getString('phensig'):
+            
+            # look at the reftime
+            # convert reftime to a string and parse the decimal seconds
+            ref_str = str(ref)
+            ref_str = ref_str[:-4]
+            # convert reftime to a datetime object for comparison
+            ref_time = datetime.strptime(ref_str, '%Y-%m-%d %H:%M:%S')
+            # compare current time with first and last times and set if appropriate
+            if ref_time is not None:
+                if ref_time < first_time:
+                    first_time = ref_time
+                elif ref_time > last_time:
+                    last_time = ref_time
+            
+            # get the phensig and sig values from object
+            phensigString = ob.getString('phensig')
+            sig = ob.getString('sig')
+    
+            # set the geometries based on whether it's a MultiPolygon or Polygon
+            if poly.geom_type == 'MultiPolygon':
+                geometries = np.array([])
+                geometries = np.append(geometries,MultiPolygon(poly))
+            else:
+                geometries = np.array([])
+                geometries = np.append(geometries,Polygon(poly))
+    
+            for geom in geometries:
+                bounds = Polygon(geom)
+                intersection = bounds.intersection
+                geoms = (intersection(geom) for geom in geometries if bounds.intersects(geom))
+        
+            # Store the unique phensigs
+            if not phensigString in phensigs:
+                phensigs.append(phensigString)
+                # Optional printout of unique Phensigs
+    #             print(get_title(phensigString) + " (" + phensigString + ")
+                
+            # get the corresponding color using the dictionary
+            color = get_color(phensigString)
+            # create a new shape feature for the object
+            shape_feature = ShapelyFeature(geoms,ccrs.PlateCarree(), 
+                            facecolor=color, edgecolor=color)
+            # store the shape feature in the correct array
+            if sig is WARN_SIG:
+                warning_shapes.append(shape_feature)
+            elif sig is WATCH_SIG:
+                watch_shapes.append(shape_feature)
+            elif sig is ADVIS_SIG:
+                advisory_shapes.append(shape_feature)
+            elif sig is STATEM_SIG:
+                statement_shapes.append(shape_feature)
+    
+    # Optional printout for the number of unique phensigs
+    print(len(phensigs), " Unique Phensigs")
+    
+    # Map phensigs to their titles (used for displaying alphabetically by
+    # title in legend)
+    phensig_titles = {}
+    for phensig in phensigs:
+        key = get_title(phensig)
+        phensig_titles[key] = phensig
+
+
+.. parsed-literal::
+
+    14  Unique Phensigs
+
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html>`__
+
+--------------
+
+8 Plot the Data!
+----------------
+
+8.1 Create State and Political Boundaries
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Define the state and political boundaries that we’ll use in our plot to
+give more of a frame of reference. These objects are standard method
+calls in the `Cartopy Feature package, using the NaturalEarthFeature
+function <https://scitools.org.uk/cartopy/docs/v0.14/matplotlib/feature_interface.html#cartopy.feature.NaturalEarthFeature>`__.
+
+.. code:: ipython3
+
+    # Define the state and political boundaries for the plot  
+    states_provinces = cfeature.NaturalEarthFeature(
+            category='cultural',
+            name='admin_1_states_provinces_lines',
+            scale='50m',
+            facecolor='none')
+    political_boundaries = cfeature.NaturalEarthFeature(category='cultural',
+                                   name='admin_0_boundary_lines_land',
+                                   scale='50m', facecolor='none')
+
+8.2 Draw the Plot and Legend for WWAs
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Here is where we finally get ot draw something! The very first few lines
+of this section are constants that we can manually “switch on and off”
+for what records we want displayed. By default we have all significance
+types drawn. If we want to “turn off” any of the significance records,
+simply set it’s corresponding constant to false, and re-run this cell to
+see how that plot compares.
+
+The next step involves creating the objects that are used to define the
+legend. We use the ``phensig_titles`` dictionary to loop through all the
+phensigs in alphabetical (by title) order. Then, we compare if the
+phensig will be displayed or not based on the display constants from the
+previous lines. If the significance will be drawn then we create a new
+`Patch
+object <https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html#matplotlib.patches.Patch>`__
+of the corresponding color with the corresponding label and add it to
+our ``handles`` array.
+
+After that we define our bounding box and create our new plot with its
+figure and axes.
+
+Our next step is to create our Title for our plot. We create a title
+based on the draw variables to accurately describe what is being drawn
+in our plot. Here is where we use the first and last times defined in a
+previous cell.
+
+Finally, we create and show our plot. We add the title to the plot, add
+all the features to the axes, and add the legend as well.
+
+.. code:: ipython3
+
+    # Set these variables for which records to draw
+    DRAW_ADVISORY = True
+    DRAW_WATCH = True
+    DRAW_WARNING = True
+    DRAW_STATEMENT = True
+        
+    # Create handles for legend and add items alphabetically by title and
+    # only display based on the display values above
+    handles = []
+    for title in sorted(phensig_titles):
+        phensig = phensig_titles[title]
+        # check draw booleans
+        if ( "."+ADVIS_SIG in phensig and DRAW_ADVISORY or 
+            "."+WATCH_SIG in phensig and DRAW_WATCH or 
+            "."+WARN_SIG in phensig and DRAW_WARNING or 
+            "."+STATEM_SIG in phensig and DRAW_STATEMENT ):
+            entry = mpatches.Patch(color=get_color(phensig), label=title)
+            handles.append(entry)
+    
+    # Create the plot
+    bbox=[-127,-64,24,49]
+    fig, ax = make_map(bbox=bbox)
+    
+    # Add the title
+    # Construct the title based on which record types are being displayed
+    title_string = ""
+    if DRAW_WATCH:
+        title_string += "Watches, "
+    if DRAW_WARNING:
+        title_string += "Warnings, "
+    if DRAW_ADVISORY:
+        title_string += "Advisories, "
+    if DRAW_STATEMENT:
+        title_string += "Statements, "
+    # remove the last comma and space
+    title_string = title_string[:-2]
+    # add the time range
+    title_string += " from " + str(first_time)[:-3] + " to " + str(last_time)[:-3] + " UTC"
+    # set the title on the plot, give it a bigger font size, and increase
+    # the vertical padding between the title and the figure
+    plt.title(title_string, fontsize=20, pad=10)
+    
+    # Draw all features on the plot
+    ax.add_feature(cfeature.LAND)
+    ax.add_feature(cfeature.COASTLINE)
+    ax.add_feature(states_provinces, edgecolor='black')
+    ax.add_feature(political_boundaries, edgecolor='black')
+    
+    # Draw WWAs in order: Advisory -> Watch > Warning > Statement
+    if DRAW_ADVISORY:
+        for shape in advisory_shapes:
+            ax.add_feature(shape)
+    if DRAW_WATCH:
+        for shape in watch_shapes:
+            ax.add_feature(shape)
+    if DRAW_WARNING:
+        for shape in warning_shapes:
+            ax.add_feature(shape)
+    if DRAW_STATEMENT:
+        for shape in statement_shapes:
+            ax.add_feature(shape)
+        
+    # Draw the legend
+    # use the handles defined earlier for the color associations to
+    # phensig titles, set the location to the lower center, give it
+    # 5 columns so it uses all the horizonatal space, place it under
+    # the actual figure, and give it a larger fontsize
+    bottom = 0.12 + (len(handles)//5 *.04)
+    ax.legend(handles=handles, loc='lower center', ncol=5, bbox_to_anchor=(0.5, -bottom), fontsize=16)
+    
+    # Show the plot
+    plt.show()
+
+
+
+.. image:: Watch_Warning_and_Advisory_Plotting_files/Watch_Warning_and_Advisory_Plotting_34_0.png
+
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html>`__
+
+--------------
+
+9 See Also
+----------
+
+-  `National Weather Service WWA Definitions (Baltimore
+   Office) <https://www.weather.gov/lwx/warningsdefined#:~:text=A%20Winter%20Storm%20Warning%20is%20issued%20when%20a,combination%20of%20snow%20and%2For%20ice%20accumulation%20with%20wind.>`__
+-  `College of Dupage WWA
+   Definitions <https://weather.cod.edu/notes/criteria/>`__
+-  `Phensig
+   Explanation <https://www.weather.gov/media/vtec/VTEC_explanation4-20.pdf>`__
+
+9.1 Related Notebooks
+~~~~~~~~~~~~~~~~~~~~~
+
+-  `Grid Levels and
+   Parameters <http://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html>`__
+
+9.2 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.getAvailableParameters() <http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableParameters>`__
+-  `IDataRequest <http://unidata.github.io/python-awips/api/IDataRequest.html>`__
+-  `GeometryData <http://unidata.github.io/python-awips/api/PyGeometryData.html>`__
+
+**datetime**
+
+-  `datetime.datetime <https://docs.python.org/3/library/datetime.html#datetime-objects>`__
+-  `datetime.timedelta <https://docs.python.org/3/library/datetime.html#timedelta-objects>`__
+
+**cartopy**
+
+-  `cartopy feature
+   interface <https://scitools.org.uk/cartopy/docs/v0.14/matplotlib/feature_interface.html>`__
+-  `cartopy.feature.ShaeplyFeature <https://scitools.org.uk/cartopy/docs/latest/reference/generated/cartopy.feature.ShapelyFeature.html>`__
+
+**matplotlib**
+
+-  `matplotlib.pyplot() <https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.html>`__
+-  `matplotlib.pyplot.legend() <https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.pyplot.legend.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>`__
+-  `matplotlib.pyplot.title() <https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.pyplot.title.html>`__
+-  `matplotlib.pathes.Patch <https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html#matplotlib.patches.Patch>`__
+
+`Top <https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html>`__
+
+--------------
diff --git a/_sources/examples/generated/Watch_and_Warning_Polygons.rst.txt b/_sources/examples/generated/Watch_and_Warning_Polygons.rst.txt
deleted file mode 100644
index 6ab6617..0000000
--- a/_sources/examples/generated/Watch_and_Warning_Polygons.rst.txt
+++ /dev/null
@@ -1,139 +0,0 @@
-==========================
-Watch and Warning Polygons
-==========================
-`Notebook <http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Watch_and_Warning_Polygons.ipynb>`_
-This example uses matplotlib, cartopy, shapely, and python-awips to plot
-watch and warning polygons requested from a real-time AWIPS EDEX server.
-
-First, set up our imports and define functions to be used later:
-
-.. code:: ipython3
-
-    from awips.dataaccess import DataAccessLayer
-    from awips.tables import vtec
-    from datetime import datetime
-    import numpy as np
-    import matplotlib.pyplot as plt
-    import cartopy.crs as ccrs
-    import cartopy.feature as cfeature
-    from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER
-    from cartopy.feature import ShapelyFeature,NaturalEarthFeature
-    from shapely.geometry import MultiPolygon,Polygon
-    
-    def warning_color(phensig):
-        return vtec[phensig]['color']
-    
-    def make_map(bbox, projection=ccrs.PlateCarree()):
-        fig, ax = plt.subplots(figsize=(20,12),
-                subplot_kw=dict(projection=projection))
-        ax.set_extent(bbox)
-        gl = ax.gridlines(draw_labels=True)
-        gl.top_labels = gl.right_labels = False
-        gl.xformatter = LONGITUDE_FORMATTER
-        gl.yformatter = LATITUDE_FORMATTER
-        return fig, ax
-
-Next, we create a request for the “warning” data type:
-
-.. code:: ipython3
-
-    DataAccessLayer.changeEDEXHost("edex-cloud.unidata.ucar.edu")
-    request = DataAccessLayer.newDataRequest()
-    request.setDatatype("warning")
-    request.setParameters('phensig')
-    times = DataAccessLayer.getAvailableTimes(request)
-    
-    # Get records for last 50 available times
-    response = DataAccessLayer.getGeometryData(request, times[-50:-1])
-    print("Using " + str(len(response)) + " records")
-    
-    # Each record will have a numpy array the length of the number of "parameters"
-    # Default is 1 (request.setParameters('phensig'))
-    parameters = {}
-    for x in request.getParameters():
-        parameters[x] = np.array([])
-    print(parameters)
-
-
-.. parsed-literal::
-
-    Using 109 records
-    {'phensig': array([], dtype=float64)}
-
-
-Now loop through each record and plot it as either Polygon or
-MultiPolygon, with appropriate colors
-
-.. code:: ipython3
-
-    %matplotlib inline
-    bbox=[-127,-64,24,49]
-    fig, ax = make_map(bbox=bbox)
-    
-    siteids=np.array([])
-    periods=np.array([])
-    reftimes=np.array([])
-    
-    for ob in response:
-        
-        poly = ob.getGeometry()
-        site = ob.getLocationName()
-        pd   = ob.getDataTime().getValidPeriod()
-        ref  = ob.getDataTime().getRefTime()
-        
-        # do not plot if phensig is blank (SPS)
-        if ob.getString('phensig'):
-            
-            phensigString = ob.getString('phensig')
-            
-            siteids = np.append(siteids,site)
-            periods = np.append(periods,pd)
-            reftimes = np.append(reftimes,ref)
-    
-            for parm in parameters:
-                parameters[parm] = np.append(parameters[parm],ob.getString(parm))
-    
-            if poly.geom_type == 'MultiPolygon':
-                geometries = np.array([])
-                geometries = np.append(geometries,MultiPolygon(poly))
-                geom_count = ", " + str(len(geometries)) +" geometries"
-            else:
-                geometries = np.array([])
-                geometries = np.append(geometries,Polygon(poly))
-                geom_count=""
-    
-            for geom in geometries:
-                bounds = Polygon(geom)
-                intersection = bounds.intersection
-                geoms = (intersection(geom)
-                     for geom in geometries
-                     if bounds.intersects(geom))
-        
-            #print(vtec[phensigString]['hdln'] 
-            #  + " (" + phensigString + ") issued at " + str(ref)
-            #  + " ("+str(poly.geom_type) + geom_count + ")")
-            
-            color = warning_color(phensigString)
-            shape_feature = ShapelyFeature(geoms,ccrs.PlateCarree(), 
-                            facecolor=color, edgecolor=color)
-            ax.add_feature(shape_feature)
-                
-    states_provinces = cfeature.NaturalEarthFeature(
-            category='cultural',
-            name='admin_1_states_provinces_lines',
-            scale='50m',
-            facecolor='none')
-    political_boundaries = cfeature.NaturalEarthFeature(category='cultural',
-                                   name='admin_0_boundary_lines_land',
-                                   scale='50m', facecolor='none')
-    ax.add_feature(cfeature.LAND)
-    ax.add_feature(cfeature.COASTLINE)
-    ax.add_feature(states_provinces, edgecolor='black')
-    ax.add_feature(political_boundaries, edgecolor='black')
-    
-    plt.show()
-
-
-
-.. image:: Watch_and_Warning_Polygons_files/Watch_and_Warning_Polygons_5_0.png
-
diff --git a/_static/doctools.js b/_static/doctools.js
index e509e48..e1bfd70 100644
--- a/_static/doctools.js
+++ b/_static/doctools.js
@@ -154,9 +154,7 @@ var Documentation = {
     this.fixFirefoxAnchorBug();
     this.highlightSearchWords();
     this.initIndexTable();
-    if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) {
-      this.initOnKeyListeners();
-    }
+    this.initOnKeyListeners();
   },
 
   /**
@@ -269,6 +267,13 @@ var Documentation = {
     window.history.replaceState({}, '', url);
   },
 
+   /**
+   * helper function to focus on search bar
+   */
+  focusSearchBar : function() {
+    $('input[name=q]').first().focus();
+  },
+
   /**
    * make the url absolute
    */
@@ -291,27 +296,54 @@ var Documentation = {
   },
 
   initOnKeyListeners: function() {
+    // only install a listener if it is really needed
+    if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
+        !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
+        return;
+
     $(document).keydown(function(event) {
       var activeElementType = document.activeElement.tagName;
       // don't navigate when in search box, textarea, dropdown or button
       if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT'
-          && activeElementType !== 'BUTTON' && !event.altKey && !event.ctrlKey && !event.metaKey
-          && !event.shiftKey) {
-        switch (event.keyCode) {
-          case 37: // left
-            var prevHref = $('link[rel="prev"]').prop('href');
-            if (prevHref) {
-              window.location.href = prevHref;
-              return false;
-            }
-            break;
-          case 39: // right
-            var nextHref = $('link[rel="next"]').prop('href');
-            if (nextHref) {
-              window.location.href = nextHref;
-              return false;
-            }
-            break;
+          && activeElementType !== 'BUTTON') {
+        if (event.altKey || event.ctrlKey || event.metaKey)
+          return;
+
+          if (!event.shiftKey) {
+            switch (event.key) {
+              case 'ArrowLeft':
+                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
+                  break;
+                var prevHref = $('link[rel="prev"]').prop('href');
+                if (prevHref) {
+                  window.location.href = prevHref;
+                  return false;
+                }
+                break;
+              case 'ArrowRight':
+                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
+                  break;
+                var nextHref = $('link[rel="next"]').prop('href');
+                if (nextHref) {
+                  window.location.href = nextHref;
+                  return false;
+                }
+                break;
+              case 'Escape':
+                if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
+                  break;
+                Documentation.hideSearchWords();
+                return false;
+          }
+        }
+
+        // some keyboard layouts may need Shift to get /
+        switch (event.key) {
+          case '/':
+            if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
+              break;
+            Documentation.focusSearchBar();
+            return false;
         }
       }
     });
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
index 2fa8c97..724e382 100644
--- a/_static/documentation_options.js
+++ b/_static/documentation_options.js
@@ -8,5 +8,7 @@ var DOCUMENTATION_OPTIONS = {
     LINK_SUFFIX: '.html',
     HAS_SOURCE: true,
     SOURCELINK_SUFFIX: '.txt',
-    NAVIGATION_WITH_KEYS: false
+    NAVIGATION_WITH_KEYS: false,
+    SHOW_SEARCH_SUMMARY: true,
+    ENABLE_SEARCH_SHORTCUTS: true,
 };
\ No newline at end of file
diff --git a/_static/searchtools.js b/_static/searchtools.js
index 2d77859..0a44e85 100644
--- a/_static/searchtools.js
+++ b/_static/searchtools.js
@@ -172,10 +172,6 @@ var Search = {
       }
       // stem the word
       var word = stemmer.stemWord(tmp[i].toLowerCase());
-      // prevent stemmer from cutting word smaller than two chars
-      if(word.length < 3 && tmp[i].length >= 3) {
-        word = tmp[i];
-      }
       var toAppend;
       // select the correct list
       if (word[0] == '-') {
@@ -276,7 +272,7 @@ var Search = {
           setTimeout(function() {
             displayNextItem();
           }, 5);
-        } else if (DOCUMENTATION_OPTIONS.HAS_SOURCE) {
+        } else if (DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY) {
           $.ajax({url: requestUrl,
                   dataType: "text",
                   complete: function(jqxhr, textstatus) {
@@ -293,7 +289,7 @@ var Search = {
                     }, 5);
                   }});
         } else {
-          // no source available, just display title
+          // just display title
           Search.output.append(listItem);
           setTimeout(function() {
             displayNextItem();
diff --git a/dev.html b/dev.html
index 7cc77cc..c5b8166 100644
--- a/dev.html
+++ b/dev.html
@@ -20,7 +20,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="About Unidata AWIPS" href="about.html" />
-    <link rel="prev" title="Watch and Warning Polygons" href="examples/generated/Watch_and_Warning_Polygons.html" /> 
+    <link rel="prev" title="Watch Warning and Advisory Plotting" href="examples/generated/Watch_Warning_and_Advisory_Plotting.html" /> 
 </head>
 
 <body class="wy-body-for-nav"> 
@@ -640,7 +640,7 @@ all factories may support this.</p></li>
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="examples/generated/Watch_and_Warning_Polygons.html" class="btn btn-neutral float-left" title="Watch and Warning Polygons" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="examples/generated/Watch_Warning_and_Advisory_Plotting.html" class="btn btn-neutral float-left" title="Watch Warning and Advisory Plotting" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
         <a href="about.html" class="btn btn-neutral float-right" title="About Unidata AWIPS" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 
diff --git a/examples/generated/Colored_Surface_Temperature_Plot.html b/examples/generated/Colored_Surface_Temperature_Plot.html
index 5949229..2853d00 100644
--- a/examples/generated/Colored_Surface_Temperature_Plot.html
+++ b/examples/generated/Colored_Surface_Temperature_Plot.html
@@ -72,7 +72,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/Colorized_Grid_Data.html b/examples/generated/Colorized_Grid_Data.html
index b3e35d5..a8720c0 100644
--- a/examples/generated/Colorized_Grid_Data.html
+++ b/examples/generated/Colorized_Grid_Data.html
@@ -71,7 +71,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/Forecast_Model_Vertical_Sounding.html b/examples/generated/Forecast_Model_Vertical_Sounding.html
index 2e62a12..874ad77 100644
--- a/examples/generated/Forecast_Model_Vertical_Sounding.html
+++ b/examples/generated/Forecast_Model_Vertical_Sounding.html
@@ -63,7 +63,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/GOES_CIRA_Product_Writer.html b/examples/generated/GOES_CIRA_Product_Writer.html
index d3484ae..f3de8cb 100644
--- a/examples/generated/GOES_CIRA_Product_Writer.html
+++ b/examples/generated/GOES_CIRA_Product_Writer.html
@@ -71,7 +71,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/GOES_Geostationary_Lightning_Mapper.html b/examples/generated/GOES_Geostationary_Lightning_Mapper.html
index c0b27de..203d396 100644
--- a/examples/generated/GOES_Geostationary_Lightning_Mapper.html
+++ b/examples/generated/GOES_Geostationary_Lightning_Mapper.html
@@ -62,7 +62,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/Grid_Levels_and_Parameters.html b/examples/generated/Grid_Levels_and_Parameters.html
index a32001c..bcd38c4 100644
--- a/examples/generated/Grid_Levels_and_Parameters.html
+++ b/examples/generated/Grid_Levels_and_Parameters.html
@@ -75,7 +75,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/METAR_Station_Plot_with_MetPy.html b/examples/generated/METAR_Station_Plot_with_MetPy.html
index 482d24a..d8588d7 100644
--- a/examples/generated/METAR_Station_Plot_with_MetPy.html
+++ b/examples/generated/METAR_Station_Plot_with_MetPy.html
@@ -62,7 +62,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/Map_Resources_and_Topography.html b/examples/generated/Map_Resources_and_Topography.html
index 2542f10..888da34 100644
--- a/examples/generated/Map_Resources_and_Topography.html
+++ b/examples/generated/Map_Resources_and_Topography.html
@@ -76,7 +76,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/Model_Sounding_Data.html b/examples/generated/Model_Sounding_Data.html
index 8a6423c..7d0e7f6 100644
--- a/examples/generated/Model_Sounding_Data.html
+++ b/examples/generated/Model_Sounding_Data.html
@@ -65,7 +65,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/NEXRAD_Level3_Radar.html b/examples/generated/NEXRAD_Level3_Radar.html
index dc7e0f5..d2c7aa2 100644
--- a/examples/generated/NEXRAD_Level3_Radar.html
+++ b/examples/generated/NEXRAD_Level3_Radar.html
@@ -59,7 +59,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/Precip_Accumulation-Region_Of_Interest.html b/examples/generated/Precip_Accumulation-Region_Of_Interest.html
index be73d81..c061967 100644
--- a/examples/generated/Precip_Accumulation-Region_Of_Interest.html
+++ b/examples/generated/Precip_Accumulation-Region_Of_Interest.html
@@ -59,7 +59,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/Regional_Surface_Obs_Plot.html b/examples/generated/Regional_Surface_Obs_Plot.html
index e349cae..4c37ecb 100644
--- a/examples/generated/Regional_Surface_Obs_Plot.html
+++ b/examples/generated/Regional_Surface_Obs_Plot.html
@@ -64,7 +64,7 @@
 </li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/Satellite_Imagery.html b/examples/generated/Satellite_Imagery.html
index 045cd3d..ad7f17e 100644
--- a/examples/generated/Satellite_Imagery.html
+++ b/examples/generated/Satellite_Imagery.html
@@ -65,7 +65,7 @@
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
diff --git a/examples/generated/Upper_Air_BUFR_Soundings.html b/examples/generated/Upper_Air_BUFR_Soundings.html
index 9ffc047..d61ce6a 100644
--- a/examples/generated/Upper_Air_BUFR_Soundings.html
+++ b/examples/generated/Upper_Air_BUFR_Soundings.html
@@ -19,7 +19,7 @@
     <link rel="author" title="About these documents" href="../../about.html" />
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="Watch and Warning Polygons" href="Watch_and_Warning_Polygons.html" />
+    <link rel="next" title="Watch Warning and Advisory Plotting" href="Watch_Warning_and_Advisory_Plotting.html" />
     <link rel="prev" title="Satellite Imagery" href="Satellite_Imagery.html" /> 
 </head>
 
@@ -59,7 +59,7 @@
 <li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
@@ -240,7 +240,7 @@ used to plot the wind profile.</p>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
         <a href="Satellite_Imagery.html" class="btn btn-neutral float-left" title="Satellite Imagery" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
-        <a href="Watch_and_Warning_Polygons.html" class="btn btn-neutral float-right" title="Watch and Warning Polygons" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+        <a href="Watch_Warning_and_Advisory_Plotting.html" class="btn btn-neutral float-right" title="Watch Warning and Advisory Plotting" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 
   <hr/>
diff --git a/examples/generated/Watch_Warning_and_Advisory_Plotting.html b/examples/generated/Watch_Warning_and_Advisory_Plotting.html
new file mode 100644
index 0000000..765e14a
--- /dev/null
+++ b/examples/generated/Watch_Warning_and_Advisory_Plotting.html
@@ -0,0 +1,657 @@
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+  <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>Watch Warning and Advisory Plotting &mdash; python-awips  documentation</title>
+      <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
+      <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+  <!--[if lt IE 9]>
+    <script src="../../_static/js/html5shiv.min.js"></script>
+  <![endif]-->
+  
+        <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
+        <script src="../../_static/jquery.js"></script>
+        <script src="../../_static/underscore.js"></script>
+        <script src="../../_static/doctools.js"></script>
+    <script src="../../_static/js/theme.js"></script>
+    <link rel="author" title="About these documents" href="../../about.html" />
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+    <link rel="next" title="Development Guide" href="../../dev.html" />
+    <link rel="prev" title="Upper Air BUFR Soundings" href="Upper_Air_BUFR_Soundings.html" /> 
+</head>
+
+<body class="wy-body-for-nav"> 
+  <div class="wy-grid-for-nav">
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+            <a href="../../index.html" class="icon icon-home"> python-awips
+          </a>
+              <div class="version">
+                18.1.8
+              </div>
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+<li class="toctree-l2"><a class="reference internal" href="Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
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+<li class="toctree-l2 current"><a class="current reference internal" href="#">Watch Warning and Advisory Plotting</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#objectives">Objectives</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="#table-of-contents">Table of Contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#imports">1 Imports</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#function-make-map">2 Function: make_map()</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#function-get-color">3 Function: get_color()</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#function-get-title">4 Function get_title()</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#inital-setup">5 Inital Setup</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#filter-by-time">6 Filter by Time</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#use-the-data">7 Use the Data!</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#plot-the-data">8 Plot the Data!</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#see-also">9 See Also</a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../../dev.html">Development Guide</a></li>
+<li class="toctree-l1"><a class="reference external" href="http://unidata.github.io/awips2/appendix/appendix-grid-parameters/">AWIPS Grid Parameters</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../about.html">About Unidata AWIPS</a></li>
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+             
+  <section id="watch-warning-and-advisory-plotting">
+<h1>Watch Warning and Advisory Plotting<a class="headerlink" href="#watch-warning-and-advisory-plotting" title="Permalink to this headline"></a></h1>
+<p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Watch_Warning_and_Advisory_Plotting.ipynb">Notebook</a>
+Python-AWIPS Tutorial Notebook</p>
+<hr class="docutils" />
+<section id="objectives">
+<h2>Objectives<a class="headerlink" href="#objectives" title="Permalink to this headline"></a></h2>
+<ul class="simple">
+<li><p>Create a colorized plot with <a class="reference external" href="https://weather.cod.edu/notes/criteria/">Warnings, Watches, Advisories and
+Statements (WWAs)</a></p></li>
+<li><p>Use python-awips to connect to an EDEX server</p></li>
+<li><p>Create and filter the data request specifically for a warning data
+type</p></li>
+<li><p>Create and use accurate time filter for data requests</p></li>
+<li><p>Define and use functions</p></li>
+<li><p>Define and use dictionaries</p></li>
+<li><p>Colorize shapes based on a dictionary</p></li>
+<li><p>Overlay warnings, watches, and advisories with state and political
+maps</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 headline"></a></h3>
+<div class="line-block">
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#imports">1
+Imports</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#functions-make-map">2 Functions:
+make_map()</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#functions-get-color">3 Functions:
+get_color()</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#functions-get-title">4 Functions:
+get_title()</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#initial-setup">5 Initial
+Setup</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#edex-connection">5.1 EDEX
+Connection</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#significance-sig-constraints">5.2 Significance (Sig)
+Constraints</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#filter-by-time">6 Filter by
+Time</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#use-the-data">7 Use the
+Data!</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#get-the-data">7.1 Get the
+Data</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#extract-phensigs-geometries-and-times">7.2 Extract Phensigs, Geometries, and
+Times</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#plot-the-data">8 Plot the
+Data!</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#create-state-and-political-boundaries">8.1 Create State and Political
+Boundaries</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#draw-the-plot-and-legend-for-wwas">8.2 Draw the Plot and Legend for
+WWAs</a></div>
+<div class="line"><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#see-also">9 See
+Also</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#related-notebooks">9.1 Related
+Notebooks</a></div>
+<div class="line">    <a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html#additional-documentation">9.2 Additional
+Documentation</a></div>
+</div>
+</section>
+<section id="imports">
+<h3>1 Imports<a class="headerlink" href="#imports" title="Permalink to this headline"></a></h3>
+<p>The imports below are used throughout the notebook. The python-awips
+imports allow us to connect to an EDEX server, use the warning lookup
+dictionary, and define a TimeRange. The additional 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">datetime</span> <span class="kn">import</span> <span class="n">datetime</span><span class="p">,</span> <span class="n">timedelta</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">matplotlib.patches</span> <span class="k">as</span> <span class="nn">mpatches</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">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">cfeature</span>
+<span class="kn">from</span> <span class="nn">cartopy.feature</span> <span class="kn">import</span> <span class="n">ShapelyFeature</span><span class="p">,</span> <span class="n">NaturalEarthFeature</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">from</span> <span class="nn">shapely.geometry</span> <span class="kn">import</span> <span class="n">MultiPolygon</span><span class="p">,</span> <span class="n">Polygon</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">from</span> <span class="nn">awips.tables</span> <span class="kn">import</span> <span class="n">vtec</span>
+<span class="kn">from</span> <span class="nn">dynamicserialize.dstypes.com.raytheon.uf.common.time</span> <span class="kn">import</span> <span class="n">TimeRange</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html">Top</a></p>
+</section>
+<hr class="docutils" />
+<section id="function-make-map">
+<h3>2 Function: make_map()<a class="headerlink" href="#function-make-map" title="Permalink to this headline"></a></h3>
+<p>In order to plot more than one image, it’s easiest to define common
+logic in a function. However, for this notebook we only use it in one
+place. It is a function you will find in most of our example notebooks.</p>
+<p>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 lat/lon grids are added.</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">20</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">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/Watch_Warning_and_Advisory_Plotting.html">Top</a></p>
+</section>
+<hr class="docutils" />
+<section id="function-get-color">
+<h3>3 Function: get_color()<a class="headerlink" href="#function-get-color" title="Permalink to this headline"></a></h3>
+<p>Since we’ll be needing to access the color using the vtec lookup table
+in several places, creating an easily recognizable function is useful.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">get_color</span><span class="p">(</span><span class="n">phensig</span><span class="p">):</span>
+    <span class="k">return</span> <span class="n">vtec</span><span class="p">[</span><span class="n">phensig</span><span class="p">][</span><span class="s1">&#39;color&#39;</span><span class="p">]</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html">Top</a></p>
+</section>
+<hr class="docutils" />
+<section id="function-get-title">
+<h3>4 Function get_title()<a class="headerlink" href="#function-get-title" title="Permalink to this headline"></a></h3>
+<p>Similar to the color function just defined, accessing the full name for
+the phensig will also be necessary, so this function will be helpful.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">get_title</span><span class="p">(</span><span class="n">phensig</span><span class="p">):</span>
+    <span class="k">return</span> <span class="n">vtec</span><span class="p">[</span><span class="n">phensig</span><span class="p">][</span><span class="s1">&#39;hdln&#39;</span><span class="p">]</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html">Top</a></p>
+</section>
+<hr class="docutils" />
+<section id="inital-setup">
+<h3>5 Inital Setup<a class="headerlink" href="#inital-setup" title="Permalink to this headline"></a></h3>
+<section id="edex-connection">
+<h4>5.1 EDEX Connection<a class="headerlink" href="#edex-connection" title="Permalink to this headline"></a></h4>
+<p>First we establish a connection to Unidata’s public EDEX server. With
+that connection made, we can create a <a class="reference external" href="http://unidata.github.io/python-awips/api/IDataRequest.html">new data request
+object</a>
+and set the data type to <strong>warning</strong>, and set the Parameters to
+<strong>phensig</strong> and <strong>sig</strong>.</p>
+<div class="alert-info docutils container">
+<p>Note: Remember, to see all available parameters use the
+DataAccess.getAvailableParameters() method as shown in the Grid
+Levels and Parameters Notebook.</p>
+</div>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></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;warning&quot;</span><span class="p">)</span>
+<span class="n">params</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;phensig&quot;</span><span class="p">,</span> <span class="s2">&quot;sig&quot;</span><span class="p">]</span>
+<span class="n">request</span><span class="o">.</span><span class="n">setParameters</span><span class="p">(</span><span class="o">*</span><span class="p">(</span><span class="n">params</span><span class="p">))</span>
+</pre></div>
+</div>
+</section>
+<section id="significance-sig-constants">
+<h4>5.2 Significance (Sig) Constants<a class="headerlink" href="#significance-sig-constants" title="Permalink to this headline"></a></h4>
+<p>The two parameters we’re requesting for our warning objects are
+<strong>phensig</strong> and <strong>sig</strong> where phensig is styled “XX.Y” and sig is “Y”.
+Phen stands for “Phenomena” and sig stands for “Significance”. <a class="reference external" href="https://www.weather.gov/media/vtec/VTEC_explanation4-20.pdf">A more
+detailed description of phensigs and how they’re used is provided with
+this NWS
+pamphlet</a>.</p>
+<p>The constants in this section correlate the <strong>sig</strong> to what type of
+message it is (what significance it is).</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">WATCH_SIG</span> <span class="o">=</span> <span class="s1">&#39;A&#39;</span>
+<span class="n">WARN_SIG</span> <span class="o">=</span> <span class="s1">&#39;W&#39;</span>
+<span class="n">ADVIS_SIG</span> <span class="o">=</span> <span class="s1">&#39;Y&#39;</span>
+<span class="n">STATEM_SIG</span> <span class="o">=</span> <span class="s1">&#39;S&#39;</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html">Top</a></p>
+</section>
+</section>
+<hr class="docutils" />
+<section id="filter-by-time">
+<h3>6 Filter by Time<a class="headerlink" href="#filter-by-time" title="Permalink to this headline"></a></h3>
+<p>Here we decide how much data we want to pull from EDEX. By default we’ll
+request 12 hours, but that value can easily be modified by <cite>adjusting
+the
+``timedelta(hours = 12)`</cite> &lt;<a class="reference external" href="https://docs.python.org/3/library/datetime.html#timedelta-objects">https://docs.python.org/3/library/datetime.html#timedelta-objects</a>&gt;`__
+in line <code class="docutils literal notranslate"><span class="pre">2</span></code>. The more data we request, the longer the next section
+will take to run.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Get records from the last 12 hours</span>
+<span class="n">lastHourDateTime</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="o">-</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span> <span class="o">=</span> <span class="mi">12</span><span class="p">)</span>
+<span class="n">start</span> <span class="o">=</span> <span class="n">lastHourDateTime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1"> %H:%M:%S&#39;</span><span class="p">)</span>
+<span class="n">end</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="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1"> %H:%M:%S&#39;</span><span class="p">)</span>
+
+<span class="n">beginRange</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="n">start</span> <span class="p">,</span> <span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2"> %H:%M:%S&quot;</span><span class="p">)</span>
+<span class="n">endRange</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="n">end</span> <span class="p">,</span> <span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2"> %H:%M:%S&quot;</span><span class="p">)</span>
+<span class="n">timerange</span> <span class="o">=</span> <span class="n">TimeRange</span><span class="p">(</span><span class="n">beginRange</span><span class="p">,</span> <span class="n">endRange</span><span class="p">)</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html">Top</a></p>
+</section>
+<hr class="docutils" />
+<section id="use-the-data">
+<h3>7 Use the Data!<a class="headerlink" href="#use-the-data" title="Permalink to this headline"></a></h3>
+<section id="get-the-data">
+<h4>7.1 Get the Data<a class="headerlink" href="#get-the-data" title="Permalink to this headline"></a></h4>
+<p>Now that we have our <code class="docutils literal notranslate"><span class="pre">request</span></code> and TimeRange <code class="docutils literal notranslate"><span class="pre">timerange</span></code> objects
+ready, it’s time to request the data array from EDEX.</p>
+<div class="alert-info docutils container">
+<p>Note: Above we set timerange to be 12 hours worth of data. This can
+return on the order of ~2000 records and can take a little while to
+run.</p>
+</div>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Get response</span>
+<span class="n">response</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getGeometryData</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">timerange</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Using &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">response</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot; records&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Using</span> <span class="mi">1502</span> <span class="n">records</span>
+</pre></div>
+</div>
+</section>
+<section id="extract-phensigs-geometries-and-times">
+<h4>7.2 Extract Phensigs, Geometries, and Times<a class="headerlink" href="#extract-phensigs-geometries-and-times" title="Permalink to this headline"></a></h4>
+<p>In this section we start gathering all the information we’ll need to
+properly display our data. First we create an array to keep track of
+unique phensigs. This is useful summary information and will be used to
+help create the legend which we’ll display along with our plot.</p>
+<p>Next, we create arrays for each of the 4 types of significance a
+statement can have. We will group our records this way, so we can easily
+toggle which records to display or not.</p>
+<p>Then, we create two time variables to keep track of the earliest time
+from our records and the latest time, and will display that information
+in the title of our plot.</p>
+<p>This section has optional print statements at lines <code class="docutils literal notranslate"><span class="pre">65</span></code> and <code class="docutils literal notranslate"><span class="pre">85</span></code>.
+The first prints out the title, phensig, ref time, and shape for each
+unique phensig, and the second prints out a sum of how many unique
+phensigs there are.</p>
+<p>We cycle through all the data produced from our <code class="docutils literal notranslate"><span class="pre">response</span></code> object,
+access its geometries, and create a new
+<a class="reference external" href="https://scitools.org.uk/cartopy/docs/latest/reference/generated/cartopy.feature.ShapelyFeature.html">ShapelyFeature</a>
+with the corresponding color. Then we place this new feature in the
+appropriate <code class="docutils literal notranslate"><span class="pre">shapes</span></code> array. During this process we also populate the
+phensigs array with all unique phensig entries.</p>
+<p>Finally, after we’re done looping through all the <code class="docutils literal notranslate"><span class="pre">response</span></code> data, we
+create a mapping of phensigs to their corresponding titles. This will be
+used later to sort the legend alphabetically by titles (which differs
+from simply sorting by phensig). Ex. <em>Blizzard Warning (BZ.W)</em> would
+come before <em>Areal Flood Advisory (FA.Y)</em> if we simply sorted by
+phensig.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Keep track of unique phensigs, to use in legend</span>
+<span class="n">phensigs</span> <span class="o">=</span> <span class="p">[]</span>
+
+<span class="c1"># Sort the geometries based on their sig</span>
+<span class="n">watch_shapes</span> <span class="o">=</span> <span class="p">[]</span>
+<span class="n">warning_shapes</span> <span class="o">=</span> <span class="p">[]</span>
+<span class="n">advisory_shapes</span> <span class="o">=</span> <span class="p">[]</span>
+<span class="n">statement_shapes</span> <span class="o">=</span> <span class="p">[]</span>
+
+<span class="c1"># Keep track of the earliest and latest reftime for title</span>
+<span class="c1"># start with the first time from the first object in the response</span>
+<span class="n">time_str</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">response</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">())</span>
+<span class="c1"># truncate the decimal seconds for datetime parsing</span>
+<span class="n">time_str</span> <span class="o">=</span> <span class="n">time_str</span><span class="p">[:</span><span class="o">-</span><span class="mi">4</span><span class="p">]</span>
+<span class="c1"># convert to datetime object for easy comparison</span>
+<span class="n">first_time</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="n">time_str</span><span class="p">,</span> <span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1"> %H:%M:%S&#39;</span><span class="p">)</span>
+<span class="n">last_time</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="n">time_str</span><span class="p">,</span> <span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1"> %H:%M:%S&#39;</span><span class="p">)</span>
+
+<span class="k">for</span> <span class="n">ob</span> <span class="ow">in</span> <span class="n">response</span><span class="p">:</span>
+
+    <span class="c1"># get the geometry for the object</span>
+    <span class="n">poly</span> <span class="o">=</span> <span class="n">ob</span><span class="o">.</span><span class="n">getGeometry</span><span class="p">()</span>
+    <span class="c1"># get the reftime for the object</span>
+    <span class="n">ref</span>  <span class="o">=</span> <span class="n">ob</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">()</span>
+
+    <span class="c1"># do not plot if phensig is blank (SPS)</span>
+    <span class="k">if</span> <span class="n">ob</span><span class="o">.</span><span class="n">getString</span><span class="p">(</span><span class="s1">&#39;phensig&#39;</span><span class="p">):</span>
+
+        <span class="c1"># look at the reftime</span>
+        <span class="c1"># convert reftime to a string and parse the decimal seconds</span>
+        <span class="n">ref_str</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">ref</span><span class="p">)</span>
+        <span class="n">ref_str</span> <span class="o">=</span> <span class="n">ref_str</span><span class="p">[:</span><span class="o">-</span><span class="mi">4</span><span class="p">]</span>
+        <span class="c1"># convert reftime to a datetime object for comparison</span>
+        <span class="n">ref_time</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="n">ref_str</span><span class="p">,</span> <span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1"> %H:%M:%S&#39;</span><span class="p">)</span>
+        <span class="c1"># compare current time with first and last times and set if appropriate</span>
+        <span class="k">if</span> <span class="n">ref_time</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">ref_time</span> <span class="o">&lt;</span> <span class="n">first_time</span><span class="p">:</span>
+                <span class="n">first_time</span> <span class="o">=</span> <span class="n">ref_time</span>
+            <span class="k">elif</span> <span class="n">ref_time</span> <span class="o">&gt;</span> <span class="n">last_time</span><span class="p">:</span>
+                <span class="n">last_time</span> <span class="o">=</span> <span class="n">ref_time</span>
+
+        <span class="c1"># get the phensig and sig values from object</span>
+        <span class="n">phensigString</span> <span class="o">=</span> <span class="n">ob</span><span class="o">.</span><span class="n">getString</span><span class="p">(</span><span class="s1">&#39;phensig&#39;</span><span class="p">)</span>
+        <span class="n">sig</span> <span class="o">=</span> <span class="n">ob</span><span class="o">.</span><span class="n">getString</span><span class="p">(</span><span class="s1">&#39;sig&#39;</span><span class="p">)</span>
+
+        <span class="c1"># set the geometries based on whether it&#39;s a MultiPolygon or Polygon</span>
+        <span class="k">if</span> <span class="n">poly</span><span class="o">.</span><span class="n">geom_type</span> <span class="o">==</span> <span class="s1">&#39;MultiPolygon&#39;</span><span class="p">:</span>
+            <span class="n">geometries</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([])</span>
+            <span class="n">geometries</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">geometries</span><span class="p">,</span><span class="n">MultiPolygon</span><span class="p">(</span><span class="n">poly</span><span class="p">))</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">geometries</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([])</span>
+            <span class="n">geometries</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">geometries</span><span class="p">,</span><span class="n">Polygon</span><span class="p">(</span><span class="n">poly</span><span class="p">))</span>
+
+        <span class="k">for</span> <span class="n">geom</span> <span class="ow">in</span> <span class="n">geometries</span><span class="p">:</span>
+            <span class="n">bounds</span> <span class="o">=</span> <span class="n">Polygon</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span>
+            <span class="n">intersection</span> <span class="o">=</span> <span class="n">bounds</span><span class="o">.</span><span class="n">intersection</span>
+            <span class="n">geoms</span> <span class="o">=</span> <span class="p">(</span><span class="n">intersection</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span> <span class="k">for</span> <span class="n">geom</span> <span class="ow">in</span> <span class="n">geometries</span> <span class="k">if</span> <span class="n">bounds</span><span class="o">.</span><span class="n">intersects</span><span class="p">(</span><span class="n">geom</span><span class="p">))</span>
+
+        <span class="c1"># Store the unique phensigs</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">phensigString</span> <span class="ow">in</span> <span class="n">phensigs</span><span class="p">:</span>
+            <span class="n">phensigs</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">phensigString</span><span class="p">)</span>
+            <span class="c1"># Optional printout of unique Phensigs</span>
+<span class="c1">#             print(get_title(phensigString) + &quot; (&quot; + phensigString + &quot;)</span>
+
+        <span class="c1"># get the corresponding color using the dictionary</span>
+        <span class="n">color</span> <span class="o">=</span> <span class="n">get_color</span><span class="p">(</span><span class="n">phensigString</span><span class="p">)</span>
+        <span class="c1"># create a new shape feature for the object</span>
+        <span class="n">shape_feature</span> <span class="o">=</span> <span class="n">ShapelyFeature</span><span class="p">(</span><span class="n">geoms</span><span class="p">,</span><span class="n">ccrs</span><span class="o">.</span><span class="n">PlateCarree</span><span class="p">(),</span>
+                        <span class="n">facecolor</span><span class="o">=</span><span class="n">color</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="n">color</span><span class="p">)</span>
+        <span class="c1"># store the shape feature in the correct array</span>
+        <span class="k">if</span> <span class="n">sig</span> <span class="ow">is</span> <span class="n">WARN_SIG</span><span class="p">:</span>
+            <span class="n">warning_shapes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">shape_feature</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="n">sig</span> <span class="ow">is</span> <span class="n">WATCH_SIG</span><span class="p">:</span>
+            <span class="n">watch_shapes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">shape_feature</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="n">sig</span> <span class="ow">is</span> <span class="n">ADVIS_SIG</span><span class="p">:</span>
+            <span class="n">advisory_shapes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">shape_feature</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="n">sig</span> <span class="ow">is</span> <span class="n">STATEM_SIG</span><span class="p">:</span>
+            <span class="n">statement_shapes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">shape_feature</span><span class="p">)</span>
+
+<span class="c1"># Optional printout for the number of unique phensigs</span>
+<span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">phensigs</span><span class="p">),</span> <span class="s2">&quot; Unique Phensigs&quot;</span><span class="p">)</span>
+
+<span class="c1"># Map phensigs to their titles (used for displaying alphabetically by</span>
+<span class="c1"># title in legend)</span>
+<span class="n">phensig_titles</span> <span class="o">=</span> <span class="p">{}</span>
+<span class="k">for</span> <span class="n">phensig</span> <span class="ow">in</span> <span class="n">phensigs</span><span class="p">:</span>
+    <span class="n">key</span> <span class="o">=</span> <span class="n">get_title</span><span class="p">(</span><span class="n">phensig</span><span class="p">)</span>
+    <span class="n">phensig_titles</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">phensig</span>
+</pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">14</span>  <span class="n">Unique</span> <span class="n">Phensigs</span>
+</pre></div>
+</div>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html">Top</a></p>
+</section>
+</section>
+<hr class="docutils" />
+<section id="plot-the-data">
+<h3>8 Plot the Data!<a class="headerlink" href="#plot-the-data" title="Permalink to this headline"></a></h3>
+<section id="create-state-and-political-boundaries">
+<h4>8.1 Create State and Political Boundaries<a class="headerlink" href="#create-state-and-political-boundaries" title="Permalink to this headline"></a></h4>
+<p>Define the state and political boundaries that we’ll use in our plot to
+give more of a frame of reference. These objects are standard method
+calls in the <a class="reference external" href="https://scitools.org.uk/cartopy/docs/v0.14/matplotlib/feature_interface.html#cartopy.feature.NaturalEarthFeature">Cartopy Feature package, using the NaturalEarthFeature
+function</a>.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Define the state and political boundaries for the plot</span>
+<span class="n">states_provinces</span> <span class="o">=</span> <span class="n">cfeature</span><span class="o">.</span><span class="n">NaturalEarthFeature</span><span class="p">(</span>
+        <span class="n">category</span><span class="o">=</span><span class="s1">&#39;cultural&#39;</span><span class="p">,</span>
+        <span class="n">name</span><span class="o">=</span><span class="s1">&#39;admin_1_states_provinces_lines&#39;</span><span class="p">,</span>
+        <span class="n">scale</span><span class="o">=</span><span class="s1">&#39;50m&#39;</span><span class="p">,</span>
+        <span class="n">facecolor</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
+<span class="n">political_boundaries</span> <span class="o">=</span> <span class="n">cfeature</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_0_boundary_lines_land&#39;</span><span class="p">,</span>
+                               <span class="n">scale</span><span class="o">=</span><span class="s1">&#39;50m&#39;</span><span class="p">,</span> <span class="n">facecolor</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+</section>
+<section id="draw-the-plot-and-legend-for-wwas">
+<h4>8.2 Draw the Plot and Legend for WWAs<a class="headerlink" href="#draw-the-plot-and-legend-for-wwas" title="Permalink to this headline"></a></h4>
+<p>Here is where we finally get ot draw something! The very first few lines
+of this section are constants that we can manually “switch on and off”
+for what records we want displayed. By default we have all significance
+types drawn. If we want to “turn off” any of the significance records,
+simply set it’s corresponding constant to false, and re-run this cell to
+see how that plot compares.</p>
+<p>The next step involves creating the objects that are used to define the
+legend. We use the <code class="docutils literal notranslate"><span class="pre">phensig_titles</span></code> dictionary to loop through all the
+phensigs in alphabetical (by title) order. Then, we compare if the
+phensig will be displayed or not based on the display constants from the
+previous lines. If the significance will be drawn then we create a new
+<a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html#matplotlib.patches.Patch">Patch
+object</a>
+of the corresponding color with the corresponding label and add it to
+our <code class="docutils literal notranslate"><span class="pre">handles</span></code> array.</p>
+<p>After that we define our bounding box and create our new plot with its
+figure and axes.</p>
+<p>Our next step is to create our Title for our plot. We create a title
+based on the draw variables to accurately describe what is being drawn
+in our plot. Here is where we use the first and last times defined in a
+previous cell.</p>
+<p>Finally, we create and show our plot. We add the title to the plot, add
+all the features to the axes, and add the legend as well.</p>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Set these variables for which records to draw</span>
+<span class="n">DRAW_ADVISORY</span> <span class="o">=</span> <span class="kc">True</span>
+<span class="n">DRAW_WATCH</span> <span class="o">=</span> <span class="kc">True</span>
+<span class="n">DRAW_WARNING</span> <span class="o">=</span> <span class="kc">True</span>
+<span class="n">DRAW_STATEMENT</span> <span class="o">=</span> <span class="kc">True</span>
+
+<span class="c1"># Create handles for legend and add items alphabetically by title and</span>
+<span class="c1"># only display based on the display values above</span>
+<span class="n">handles</span> <span class="o">=</span> <span class="p">[]</span>
+<span class="k">for</span> <span class="n">title</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">phensig_titles</span><span class="p">):</span>
+    <span class="n">phensig</span> <span class="o">=</span> <span class="n">phensig_titles</span><span class="p">[</span><span class="n">title</span><span class="p">]</span>
+    <span class="c1"># check draw booleans</span>
+    <span class="k">if</span> <span class="p">(</span> <span class="s2">&quot;.&quot;</span><span class="o">+</span><span class="n">ADVIS_SIG</span> <span class="ow">in</span> <span class="n">phensig</span> <span class="ow">and</span> <span class="n">DRAW_ADVISORY</span> <span class="ow">or</span>
+        <span class="s2">&quot;.&quot;</span><span class="o">+</span><span class="n">WATCH_SIG</span> <span class="ow">in</span> <span class="n">phensig</span> <span class="ow">and</span> <span class="n">DRAW_WATCH</span> <span class="ow">or</span>
+        <span class="s2">&quot;.&quot;</span><span class="o">+</span><span class="n">WARN_SIG</span> <span class="ow">in</span> <span class="n">phensig</span> <span class="ow">and</span> <span class="n">DRAW_WARNING</span> <span class="ow">or</span>
+        <span class="s2">&quot;.&quot;</span><span class="o">+</span><span class="n">STATEM_SIG</span> <span class="ow">in</span> <span class="n">phensig</span> <span class="ow">and</span> <span class="n">DRAW_STATEMENT</span> <span class="p">):</span>
+        <span class="n">entry</span> <span class="o">=</span> <span class="n">mpatches</span><span class="o">.</span><span class="n">Patch</span><span class="p">(</span><span class="n">color</span><span class="o">=</span><span class="n">get_color</span><span class="p">(</span><span class="n">phensig</span><span class="p">),</span> <span class="n">label</span><span class="o">=</span><span class="n">title</span><span class="p">)</span>
+        <span class="n">handles</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">entry</span><span class="p">)</span>
+
+<span class="c1"># Create the plot</span>
+<span class="n">bbox</span><span class="o">=</span><span class="p">[</span><span class="o">-</span><span class="mi">127</span><span class="p">,</span><span class="o">-</span><span class="mi">64</span><span class="p">,</span><span class="mi">24</span><span class="p">,</span><span class="mi">49</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">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="c1"># Add the title</span>
+<span class="c1"># Construct the title based on which record types are being displayed</span>
+<span class="n">title_string</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
+<span class="k">if</span> <span class="n">DRAW_WATCH</span><span class="p">:</span>
+    <span class="n">title_string</span> <span class="o">+=</span> <span class="s2">&quot;Watches, &quot;</span>
+<span class="k">if</span> <span class="n">DRAW_WARNING</span><span class="p">:</span>
+    <span class="n">title_string</span> <span class="o">+=</span> <span class="s2">&quot;Warnings, &quot;</span>
+<span class="k">if</span> <span class="n">DRAW_ADVISORY</span><span class="p">:</span>
+    <span class="n">title_string</span> <span class="o">+=</span> <span class="s2">&quot;Advisories, &quot;</span>
+<span class="k">if</span> <span class="n">DRAW_STATEMENT</span><span class="p">:</span>
+    <span class="n">title_string</span> <span class="o">+=</span> <span class="s2">&quot;Statements, &quot;</span>
+<span class="c1"># remove the last comma and space</span>
+<span class="n">title_string</span> <span class="o">=</span> <span class="n">title_string</span><span class="p">[:</span><span class="o">-</span><span class="mi">2</span><span class="p">]</span>
+<span class="c1"># add the time range</span>
+<span class="n">title_string</span> <span class="o">+=</span> <span class="s2">&quot; from &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">first_time</span><span class="p">)[:</span><span class="o">-</span><span class="mi">3</span><span class="p">]</span> <span class="o">+</span> <span class="s2">&quot; to &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">last_time</span><span class="p">)[:</span><span class="o">-</span><span class="mi">3</span><span class="p">]</span> <span class="o">+</span> <span class="s2">&quot; UTC&quot;</span>
+<span class="c1"># set the title on the plot, give it a bigger font size, and increase</span>
+<span class="c1"># the vertical padding between the title and the figure</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="n">title_string</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">pad</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span>
+
+<span class="c1"># Draw all features on the plot</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">cfeature</span><span class="o">.</span><span class="n">LAND</span><span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">cfeature</span><span class="o">.</span><span class="n">COASTLINE</span><span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">states_provinces</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">political_boundaries</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
+
+<span class="c1"># Draw WWAs in order: Advisory -&gt; Watch &gt; Warning &gt; Statement</span>
+<span class="k">if</span> <span class="n">DRAW_ADVISORY</span><span class="p">:</span>
+    <span class="k">for</span> <span class="n">shape</span> <span class="ow">in</span> <span class="n">advisory_shapes</span><span class="p">:</span>
+        <span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">shape</span><span class="p">)</span>
+<span class="k">if</span> <span class="n">DRAW_WATCH</span><span class="p">:</span>
+    <span class="k">for</span> <span class="n">shape</span> <span class="ow">in</span> <span class="n">watch_shapes</span><span class="p">:</span>
+        <span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">shape</span><span class="p">)</span>
+<span class="k">if</span> <span class="n">DRAW_WARNING</span><span class="p">:</span>
+    <span class="k">for</span> <span class="n">shape</span> <span class="ow">in</span> <span class="n">warning_shapes</span><span class="p">:</span>
+        <span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">shape</span><span class="p">)</span>
+<span class="k">if</span> <span class="n">DRAW_STATEMENT</span><span class="p">:</span>
+    <span class="k">for</span> <span class="n">shape</span> <span class="ow">in</span> <span class="n">statement_shapes</span><span class="p">:</span>
+        <span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">shape</span><span class="p">)</span>
+
+<span class="c1"># Draw the legend</span>
+<span class="c1"># use the handles defined earlier for the color associations to</span>
+<span class="c1"># phensig titles, set the location to the lower center, give it</span>
+<span class="c1"># 5 columns so it uses all the horizonatal space, place it under</span>
+<span class="c1"># the actual figure, and give it a larger fontsize</span>
+<span class="n">bottom</span> <span class="o">=</span> <span class="mf">0.12</span> <span class="o">+</span> <span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">handles</span><span class="p">)</span><span class="o">//</span><span class="mi">5</span> <span class="o">*</span><span class="mf">.04</span><span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">handles</span><span class="o">=</span><span class="n">handles</span><span class="p">,</span> <span class="n">loc</span><span class="o">=</span><span class="s1">&#39;lower center&#39;</span><span class="p">,</span> <span class="n">ncol</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="n">bbox_to_anchor</span><span class="o">=</span><span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="o">-</span><span class="n">bottom</span><span class="p">),</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">16</span><span class="p">)</span>
+
+<span class="c1"># Show the plot</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
+<img alt="../../_images/Watch_Warning_and_Advisory_Plotting_34_0.png" src="../../_images/Watch_Warning_and_Advisory_Plotting_34_0.png" />
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html">Top</a></p>
+</section>
+</section>
+<hr class="docutils" />
+<section id="see-also">
+<h3>9 See Also<a class="headerlink" href="#see-also" title="Permalink to this headline"></a></h3>
+<ul class="simple">
+<li><p><a class="reference external" href="https://www.weather.gov/lwx/warningsdefined#:~:text=A%20Winter%20Storm%20Warning%20is%20issued%20when%20a,combination%20of%20snow%20and%2For%20ice%20accumulation%20with%20wind.">National Weather Service WWA Definitions (Baltimore
+Office)</a></p></li>
+<li><p><a class="reference external" href="https://weather.cod.edu/notes/criteria/">College of Dupage WWA
+Definitions</a></p></li>
+<li><p><a class="reference external" href="https://www.weather.gov/media/vtec/VTEC_explanation4-20.pdf">Phensig
+Explanation</a></p></li>
+</ul>
+<section id="related-notebooks">
+<h4>9.1 Related Notebooks<a class="headerlink" href="#related-notebooks" title="Permalink to this headline"></a></h4>
+<ul class="simple">
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html">Grid Levels and
+Parameters</a></p></li>
+</ul>
+</section>
+<section id="additional-documentation">
+<h4>9.2 Additional Documentation<a class="headerlink" href="#additional-documentation" title="Permalink to this headline"></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.getAvailableParameters">DataAccessLayer.getAvailableParameters()</a></p></li>
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/IDataRequest.html">IDataRequest</a></p></li>
+<li><p><a class="reference external" href="http://unidata.github.io/python-awips/api/PyGeometryData.html">GeometryData</a></p></li>
+</ul>
+<p><strong>datetime</strong></p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime-objects">datetime.datetime</a></p></li>
+<li><p><a class="reference external" href="https://docs.python.org/3/library/datetime.html#timedelta-objects">datetime.timedelta</a></p></li>
+</ul>
+<p><strong>cartopy</strong></p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://scitools.org.uk/cartopy/docs/v0.14/matplotlib/feature_interface.html">cartopy feature
+interface</a></p></li>
+<li><p><a class="reference external" href="https://scitools.org.uk/cartopy/docs/latest/reference/generated/cartopy.feature.ShapelyFeature.html">cartopy.feature.ShaeplyFeature</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/3.1.1/api/_as_gen/matplotlib.pyplot.legend.html">matplotlib.pyplot.legend()</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>
+<li><p><a class="reference external" href="https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.pyplot.title.html">matplotlib.pyplot.title()</a></p></li>
+<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html#matplotlib.patches.Patch">matplotlib.pathes.Patch</a></p></li>
+</ul>
+<p><a class="reference external" href="https://unidata.github.io/python-awips/examples/generated/Watch_Warning_and_Advisory_Plotting.html">Top</a></p>
+<hr class="docutils" />
+</section>
+</section>
+</section>
+</section>
+
+
+           </div>
+          </div>
+          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
+        <a href="Upper_Air_BUFR_Soundings.html" class="btn btn-neutral float-left" title="Upper Air BUFR Soundings" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="../../dev.html" class="btn btn-neutral float-right" title="Development Guide" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+    </div>
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+  <hr/>
+
+  <div role="contentinfo">
+    <p>&#169; Copyright 2018, Unidata.</p>
+  </div>
+
+  Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
+    <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
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-<!DOCTYPE html>
-<html class="writer-html5" lang="en" >
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-  <section id="watch-and-warning-polygons">
-<h1>Watch and Warning Polygons<a class="headerlink" href="#watch-and-warning-polygons" title="Permalink to this headline"></a></h1>
-<p><a class="reference external" href="http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Watch_and_Warning_Polygons.ipynb">Notebook</a>
-This example uses matplotlib, cartopy, shapely, and python-awips to plot
-watch and warning polygons requested from a real-time AWIPS EDEX server.</p>
-<p>First, set up our imports and define functions to be used later:</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">from</span> <span class="nn">awips.tables</span> <span class="kn">import</span> <span class="n">vtec</span>
-<span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span>
-<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
-<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</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">cfeature</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">from</span> <span class="nn">cartopy.feature</span> <span class="kn">import</span> <span class="n">ShapelyFeature</span><span class="p">,</span><span class="n">NaturalEarthFeature</span>
-<span class="kn">from</span> <span class="nn">shapely.geometry</span> <span class="kn">import</span> <span class="n">MultiPolygon</span><span class="p">,</span><span class="n">Polygon</span>
-
-<span class="k">def</span> <span class="nf">warning_color</span><span class="p">(</span><span class="n">phensig</span><span class="p">):</span>
-    <span class="k">return</span> <span class="n">vtec</span><span class="p">[</span><span class="n">phensig</span><span class="p">][</span><span class="s1">&#39;color&#39;</span><span class="p">]</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">20</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">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>Next, we create a request for the “warning” data type:</p>
-<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></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;warning&quot;</span><span class="p">)</span>
-<span class="n">request</span><span class="o">.</span><span class="n">setParameters</span><span class="p">(</span><span class="s1">&#39;phensig&#39;</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="c1"># Get records for last 50 available times</span>
-<span class="n">response</span> <span class="o">=</span> <span class="n">DataAccessLayer</span><span class="o">.</span><span class="n">getGeometryData</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">times</span><span class="p">[</span><span class="o">-</span><span class="mi">50</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
-<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Using &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">response</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot; records&quot;</span><span class="p">)</span>
-
-<span class="c1"># Each record will have a numpy array the length of the number of &quot;parameters&quot;</span>
-<span class="c1"># Default is 1 (request.setParameters(&#39;phensig&#39;))</span>
-<span class="n">parameters</span> <span class="o">=</span> <span class="p">{}</span>
-<span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">request</span><span class="o">.</span><span class="n">getParameters</span><span class="p">():</span>
-    <span class="n">parameters</span><span class="p">[</span><span class="n">x</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([])</span>
-<span class="nb">print</span><span class="p">(</span><span class="n">parameters</span><span class="p">)</span>
-</pre></div>
-</div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Using</span> <span class="mi">109</span> <span class="n">records</span>
-<span class="p">{</span><span class="s1">&#39;phensig&#39;</span><span class="p">:</span> <span class="n">array</span><span class="p">([],</span> <span class="n">dtype</span><span class="o">=</span><span class="n">float64</span><span class="p">)}</span>
-</pre></div>
-</div>
-<p>Now loop through each record and plot it as either Polygon or
-MultiPolygon, with appropriate colors</p>
-<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline
-<span class="n">bbox</span><span class="o">=</span><span class="p">[</span><span class="o">-</span><span class="mi">127</span><span class="p">,</span><span class="o">-</span><span class="mi">64</span><span class="p">,</span><span class="mi">24</span><span class="p">,</span><span class="mi">49</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">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">siteids</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([])</span>
-<span class="n">periods</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([])</span>
-<span class="n">reftimes</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([])</span>
-
-<span class="k">for</span> <span class="n">ob</span> <span class="ow">in</span> <span class="n">response</span><span class="p">:</span>
-
-    <span class="n">poly</span> <span class="o">=</span> <span class="n">ob</span><span class="o">.</span><span class="n">getGeometry</span><span class="p">()</span>
-    <span class="n">site</span> <span class="o">=</span> <span class="n">ob</span><span class="o">.</span><span class="n">getLocationName</span><span class="p">()</span>
-    <span class="n">pd</span>   <span class="o">=</span> <span class="n">ob</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getValidPeriod</span><span class="p">()</span>
-    <span class="n">ref</span>  <span class="o">=</span> <span class="n">ob</span><span class="o">.</span><span class="n">getDataTime</span><span class="p">()</span><span class="o">.</span><span class="n">getRefTime</span><span class="p">()</span>
-
-    <span class="c1"># do not plot if phensig is blank (SPS)</span>
-    <span class="k">if</span> <span class="n">ob</span><span class="o">.</span><span class="n">getString</span><span class="p">(</span><span class="s1">&#39;phensig&#39;</span><span class="p">):</span>
-
-        <span class="n">phensigString</span> <span class="o">=</span> <span class="n">ob</span><span class="o">.</span><span class="n">getString</span><span class="p">(</span><span class="s1">&#39;phensig&#39;</span><span class="p">)</span>
-
-        <span class="n">siteids</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">siteids</span><span class="p">,</span><span class="n">site</span><span class="p">)</span>
-        <span class="n">periods</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">periods</span><span class="p">,</span><span class="n">pd</span><span class="p">)</span>
-        <span class="n">reftimes</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">reftimes</span><span class="p">,</span><span class="n">ref</span><span class="p">)</span>
-
-        <span class="k">for</span> <span class="n">parm</span> <span class="ow">in</span> <span class="n">parameters</span><span class="p">:</span>
-            <span class="n">parameters</span><span class="p">[</span><span class="n">parm</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">parameters</span><span class="p">[</span><span class="n">parm</span><span class="p">],</span><span class="n">ob</span><span class="o">.</span><span class="n">getString</span><span class="p">(</span><span class="n">parm</span><span class="p">))</span>
-
-        <span class="k">if</span> <span class="n">poly</span><span class="o">.</span><span class="n">geom_type</span> <span class="o">==</span> <span class="s1">&#39;MultiPolygon&#39;</span><span class="p">:</span>
-            <span class="n">geometries</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([])</span>
-            <span class="n">geometries</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">geometries</span><span class="p">,</span><span class="n">MultiPolygon</span><span class="p">(</span><span class="n">poly</span><span class="p">))</span>
-            <span class="n">geom_count</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="nb">len</span><span class="p">(</span><span class="n">geometries</span><span class="p">))</span> <span class="o">+</span><span class="s2">&quot; geometries&quot;</span>
-        <span class="k">else</span><span class="p">:</span>
-            <span class="n">geometries</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([])</span>
-            <span class="n">geometries</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">geometries</span><span class="p">,</span><span class="n">Polygon</span><span class="p">(</span><span class="n">poly</span><span class="p">))</span>
-            <span class="n">geom_count</span><span class="o">=</span><span class="s2">&quot;&quot;</span>
-
-        <span class="k">for</span> <span class="n">geom</span> <span class="ow">in</span> <span class="n">geometries</span><span class="p">:</span>
-            <span class="n">bounds</span> <span class="o">=</span> <span class="n">Polygon</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span>
-            <span class="n">intersection</span> <span class="o">=</span> <span class="n">bounds</span><span class="o">.</span><span class="n">intersection</span>
-            <span class="n">geoms</span> <span class="o">=</span> <span class="p">(</span><span class="n">intersection</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span>
-                 <span class="k">for</span> <span class="n">geom</span> <span class="ow">in</span> <span class="n">geometries</span>
-                 <span class="k">if</span> <span class="n">bounds</span><span class="o">.</span><span class="n">intersects</span><span class="p">(</span><span class="n">geom</span><span class="p">))</span>
-
-        <span class="c1">#print(vtec[phensigString][&#39;hdln&#39;]</span>
-        <span class="c1">#  + &quot; (&quot; + phensigString + &quot;) issued at &quot; + str(ref)</span>
-        <span class="c1">#  + &quot; (&quot;+str(poly.geom_type) + geom_count + &quot;)&quot;)</span>
-
-        <span class="n">color</span> <span class="o">=</span> <span class="n">warning_color</span><span class="p">(</span><span class="n">phensigString</span><span class="p">)</span>
-        <span class="n">shape_feature</span> <span class="o">=</span> <span class="n">ShapelyFeature</span><span class="p">(</span><span class="n">geoms</span><span class="p">,</span><span class="n">ccrs</span><span class="o">.</span><span class="n">PlateCarree</span><span class="p">(),</span>
-                        <span class="n">facecolor</span><span class="o">=</span><span class="n">color</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="n">color</span><span class="p">)</span>
-        <span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">shape_feature</span><span class="p">)</span>
-
-<span class="n">states_provinces</span> <span class="o">=</span> <span class="n">cfeature</span><span class="o">.</span><span class="n">NaturalEarthFeature</span><span class="p">(</span>
-        <span class="n">category</span><span class="o">=</span><span class="s1">&#39;cultural&#39;</span><span class="p">,</span>
-        <span class="n">name</span><span class="o">=</span><span class="s1">&#39;admin_1_states_provinces_lines&#39;</span><span class="p">,</span>
-        <span class="n">scale</span><span class="o">=</span><span class="s1">&#39;50m&#39;</span><span class="p">,</span>
-        <span class="n">facecolor</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
-<span class="n">political_boundaries</span> <span class="o">=</span> <span class="n">cfeature</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_0_boundary_lines_land&#39;</span><span class="p">,</span>
-                               <span class="n">scale</span><span class="o">=</span><span class="s1">&#39;50m&#39;</span><span class="p">,</span> <span class="n">facecolor</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
-<span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">cfeature</span><span class="o">.</span><span class="n">LAND</span><span class="p">)</span>
-<span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">cfeature</span><span class="o">.</span><span class="n">COASTLINE</span><span class="p">)</span>
-<span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">states_provinces</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
-<span class="n">ax</span><span class="o">.</span><span class="n">add_feature</span><span class="p">(</span><span class="n">political_boundaries</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
-
-<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
-</pre></div>
-</div>
-<img alt="../../_images/Watch_and_Warning_Polygons_5_0.png" src="../../_images/Watch_and_Warning_Polygons_5_0.png" />
-</section>
-
-
-           </div>
-          </div>
-          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="Upper_Air_BUFR_Soundings.html" class="btn btn-neutral float-left" title="Upper Air BUFR Soundings" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
-        <a href="../../dev.html" class="btn btn-neutral float-right" title="Development Guide" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
-    </div>
-
-  <hr/>
-
-  <div role="contentinfo">
-    <p>&#169; Copyright 2018, Unidata.</p>
-  </div>
-
-  Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
-    <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
-    provided by <a href="https://readthedocs.org">Read the Docs</a>.
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-      jQuery(function () {
-          SphinxRtdTheme.Navigation.enable(true);
-      });
-  </script> 
-
-</body>
-</html>
\ No newline at end of file
diff --git a/examples/index.html b/examples/index.html
index 6c49d87..94fd3de 100644
--- a/examples/index.html
+++ b/examples/index.html
@@ -59,7 +59,7 @@
 <li class="toctree-l2"><a class="reference internal" href="generated/Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l2"><a class="reference internal" href="generated/Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l2"><a class="reference internal" href="generated/Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l2"><a class="reference internal" href="generated/Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l2"><a class="reference internal" href="generated/Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../dev.html">Development Guide</a></li>
@@ -109,7 +109,7 @@
 <li class="toctree-l1"><a class="reference internal" href="generated/Regional_Surface_Obs_Plot.html">Regional Surface Obs Plot</a></li>
 <li class="toctree-l1"><a class="reference internal" href="generated/Satellite_Imagery.html">Satellite Imagery</a></li>
 <li class="toctree-l1"><a class="reference internal" href="generated/Upper_Air_BUFR_Soundings.html">Upper Air BUFR Soundings</a></li>
-<li class="toctree-l1"><a class="reference internal" href="generated/Watch_and_Warning_Polygons.html">Watch and Warning Polygons</a></li>
+<li class="toctree-l1"><a class="reference internal" href="generated/Watch_Warning_and_Advisory_Plotting.html">Watch Warning and Advisory Plotting</a></li>
 </ul>
 </div>
 </section>
diff --git a/objects.inv b/objects.inv
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orrect:[23,28],correl:[16,26],correspond:16,cosd:16,cot:[0,25],could:[2,16,20],count:26,counti:[16,24,28],cover:[22,25],cp3hr:22,cp6hr:22,cp:22,cpr:[22,23],cprd:22,cqv:25,cr:[17,18,20,21,23,24,26,27,28,29,31],crain3hr:22,crain6hr:22,crain:22,creat:[0,2,16,17,18,19,20,21,23,25,27,28,30,31,33],creatingent:[15,20,29],critt1:22,crl:25,crr:25,crswkt:12,crw:23,cs2:18,cs:[18,24,26,27,29],csm:29,csnow3hr:22,csnow6hr:22,csnow:22,cth:29,ctot:22,ctt:29,cty:25,cultur:[24,29,31],cumnrm:22,cumshr:22,current:16,curu:22,custom:16,custom_layout:[23,28],cv:25,cvm:25,cweu:25,cwfn:25,cwkx:25,cwlb:25,cwlo:25,cwlt:25,cwlw:25,cwmw:25,cwo:25,cwph:25,cwqg:25,cwsa:25,cwse:25,cwzb:25,cwzc:25,cwzv:25,cyah:25,cyan:20,cyaw:25,cybk:25,cybu:25,cycb:25,cycg:25,cycl:[2,15,17,18,19,20,22,25,26,27],cycx:25,cyda:25,cyeg:25,cyev:25,cyf:25,cyfb:25,cyfo:25,cygq:25,cyhm:25,cyhz:25,cyjt:25,cylh:25,cylj:25,cymd:25,cymo:25,cymt:25,cymx:25,cyoc:25,cyow:25,cypa:25,cype:25,cypl:25,cypq:25,cyqa:25,cyqd:25,cyqg:25,cyqh:25,cyqi:25,cyqk:25,cyqq:25,cyqr:25,cyqt:25,cyqx:25,cyrb:25,cysi:25,cysm:25,cyt:25,cyth:25,cytl:25,cyul:25,cyux:25,cyvo:25,cyvp:25,cyvq:25,cyvr:25,cyvv:25,cywa:25,cywg:25,cywo:25,cyx:25,cyxc:25,cyxh:25,cyxi:25,cyxu:25,cyxx:25,cyxz:25,cyy:25,cyyb:25,cyyc:25,cyyj:25,cyyq:25,cyyr:25,cyyt:25,cyyz:25,cyz:25,cyzf:25,cyzt:25,cyzv:25,d2d:0,d2dgriddata:16,d:[0,15,16,17,19,23,25,28,29],daemon:0,dai:[21,29],dal:2,darkgreen:[17,23,28],darkr:[23,28],data:[0,2,4,6,7,8,9,10,21,23,24,26,27,28,29,30,31],data_arr:23,dataaccess:[1,2,4,6,7,8,9,12,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31],dataaccesslay:[4,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31],dataaccessregistri:16,databas:[0,16,24,28],datadestin:16,datafactoryregistri:16,dataplugin:[16,18],datarecord:7,dataset:[0,22,24,33],datasetid:[6,16],datastorag:16,datatim:[2,6,16,20,22,30],datatyp:[2,4,12,18,20,21,22,23,24,28,29],datauri:29,date:3,datetim:[3,10,17,19,20,21,23,25,28,29,31],datetimeconvert:14,db:16,dbm:0,dbrdust:20,dbz:26,dcape:22,dd:22,debra:20,decod:[0,16],decreas:18,def:[18,20,23,24,26,27,28,29,31],defaultdatarequest:[16,18],defaultgeometryrequest:16,defaultgridrequest:16,defin:[4,22,24,29,31],definit:[16,24],defv:22,deg2rad:30,deg:25,degc:[19,23,25,28,30],degf:[17,23,28,30],degre:[17,18,23,28],del2gh:22,deleg:16,den:25,depend:[2,16,20,22,24],depval:10,deriv:[0,16,26,29],describ:[0,20],descript:10,design:[0,20],desir:[16,20],desktop:0,destin:16,destunit:18,detail:[16,22],detect:21,determin:[0,16,19,27],determinedrtoffset:13,develop:[0,21,33],dew_point_temperatur:[23,28],dewpoint:[19,23,28,30],df:22,dfw:23,dhr:29,dict:[17,18,21,23,24,26,27,28,29,31],dictionari:[2,4,6,23,28],diff:26,differ:[0,16,17,18,22,24],digit:[15,26],dimens:20,dimension:0,dir:25,direc:30,direct:[23,28],directli:[0,17,20,24],directori:20,discharg:21,disclosur:24,disk:20,displai:[0,16,33],display:0,distinct:16,distinguish:17,distirubt:25,distribut:0,divers:16,divf:22,divfn:22,dlh:23,dman:30,document:[16,22],doe:[16,25],domain:[0,24],don:[16,20],done:[16,20],dot:[19,30],doubl:8,dov:25,down:17,download:[0,24],dp:22,dpd:22,dpg:25,dpi:[20,23],dpt:[19,22,28],draw:[17,20,25,27,30],draw_label:[18,24,26,28,29,31],dream:16,drt:23,dry_laps:[25,30],dsc:25,dsd:25,dsm:23,dstack:20,dstype:[17,18,23,28],dt:22,dtx:25,dtype:[17,19,23,28,31],dure:[2,18],dust:20,dvadv:22,dvl:29,dvn:25,dwpc:25,dy:25,dynamicseri:[3,17,18,23,28],dz:22,e28:25,e74:25,e7e7e7:28,e:[0,16,23,25,28,29],each:[2,16,17,20,24,25,28,31],eas:16,easier:16,easiest:18,easili:24,east:[20,29],east_6km:22,east_pr_6km:22,eastward_wind:[23,28],eat:25,eax:25,echo:26,econu:[20,29],edex:[2,6,15,16,18,19,21,23,25,26,27,28,29,30,31,33],edex_camel:0,edex_ldm:0,edex_postgr:0,edex_url:22,edexserv:[17,21,23,28],edg:18,edgecolor:[20,24,27,28,31],editor:0,edu:[0,15,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,33],edw:25,eet:29,efd:29,effect:16,effict:33,efl:25,ehi01:22,ehi:22,ehii:22,either:[0,16,22,31,33],element:[6,9,22,23],elev:[24,30],eli:23,elif:[17,19,20,23,28],ellips:20,elp:23,els:[17,19,20,22,23,26,27,28,31],email:33,emeso:29,emit:21,emp:25,emploi:0,empti:19,emsp:22,enabl:[16,24],encode_dep_v:10,encode_radi:10,encode_thresh_v:10,encourag:0,end:[0,17,20,23,24,25,28],endrang:[17,23,28],enhanc:[0,26],enl:25,ensur:0,entir:[0,24],entiti:[0,15,20],entitl:0,enumer:[24,27,29],env:[4,16,18,33],envelop:[2,4,12,16,17,18,19,24,27,28],environ:[0,2,33],environment:[0,21],eph:23,ept:22,epta:22,eptc:22,eptgrd:22,eptgrdm:22,epv:22,epvg:22,epvt1:22,epvt2:22,error:[0,16,22],esp2:22,esp:22,essenti:16,establish:[17,20,24],estc:25,estof:22,eta:25,etc:[0,16,19],etss:22,event:21,everi:[16,17],everyth:16,exact:20,exactli:20,exampl:[0,2,15,16,18,20,22,24,25,26,29,30,31],except:[11,16,22,23,25,28],exchang:0,execut:0,exercis:[23,28],exist:[2,16,17,20,24],exit:25,exp:25,expand:16,expect:16,experienc:33,explicit:18,extend:[16,24,26,30],extent:[20,21,24,29],f:[17,18,22,25,30,33],facecolor:[21,24,27,28,29,31],facilit:0,factori:4,factorymethod:16,fahreheit:17,fall:[24,29],fals:[1,2,18,20,24,26,28,29,31],familiar:16,far:23,farenheit:18,faster:16,fat:23,fc:25,fcst:[22,27],fcsthour:25,fcsthr:27,fcstrun:[15,18,19,22,25,27],fdc:29,fdr:25,featur:[20,21,23,24,28,29,31],feature_artist:[24,27,28],featureartist:[24,27,28],feed:0,feel:[20,33],felt:16,few:[16,20,22,23,28],ff:22,ffc:25,ffg:22,ffmp:16,fgen:22,fhag:19,fhu:25,field:[16,24],fig2:18,fig:[17,18,20,21,23,24,26,27,28,29,31],fig_synop:28,figh:20,figsiz:[17,18,19,21,23,24,25,26,27,28,29,30,31],figur:[17,18,19,20,23,25,29,30],figw:20,file:[0,10,16,20],filter:[2,22,28],filterwarn:[17,23,25,26,28],find:[2,22],fine:16,finish:0,fire:21,first:[9,16,17,20,21,24,29,31],fix:[18,22],fl:28,flag:30,flash:21,flat:26,flatten:26,flg:[23,25],float64:31,floatarraywrapp:16,flood:21,florida:28,flow:0,flown:21,flp:25,fmt:[23,28],fnd:22,fnmoc:22,fnvec:22,fog:29,folder:[16,20],follow:[0,16,20,25,30],fontsiz:[17,23,28],footnot:20,footnotestr:20,forc:33,forcast:22,forecast:[0,2,6,18,21,22,29,32,33],forecasthr:2,forecastmodel:25,forg:33,form:0,format:[0,21,22,23],foss:0,foss_cots_licens:0,found:[16,17,19,22,26,28],fpk:25,fraction:[20,23,28],framework:[2,6],free:[0,16,20,33],frequenc:21,frequent:16,fri:25,from:[0,2,3,16,17,18,19,20,21,22,23,26,27,28,29,30,31,33],fromtimestamp:23,front:0,fsd:[22,23],fsi:25,fsvec:22,ftr:25,full:[2,15,16,22,24,29,30],fulli:20,fundament:0,further:0,furthermor:16,futur:16,fvec:22,fwd:25,fwr:22,fzra1:22,fzra2:22,g001:25,g003:25,g004:25,g005:25,g007:25,g009:25,g:[16,19,20,25,30],ga:28,gage:16,gamma:22,gather:20,gca:20,gdp:25,gdv:25,gempak:[17,25],gener:[2,16,27],geoax:18,geocolor:20,geocolr:20,geodatarecord:8,geograph:[22,24,33],geom:[15,25,28,31],geom_count:31,geom_typ:31,geometri:[2,4,8,16,17,19,24,27,28,31],geomfield:[24,28],georgia:28,geospati:16,geostationari:[20,32],geovort:22,geow:22,geowm:22,get:[2,4,7,8,9,10,16,17,18,19,23,24,28,29,30,31],get_cloud_cov:[23,28],get_cmap:[18,24,26,27],get_data_typ:10,get_datetime_str:10,get_dpi:20,get_hdf5_data:[10,15],get_head:10,getattribut:[7,16,21],getavailablelevel:[2,12,15,19,22,26],getavailablelocationnam:[2,12,15,16,20,22,25,26,29,30],getavailableparamet:[2,12,15,21,22,23,26,28,29],getavailabletim:[1,2,12,15,16,18,19,20,21,22,25,26,27,29,30,31],getdata:16,getdatatim:[7,15,16,17,18,20,21,22,23,25,26,27,28,29,30,31],getdatatyp:[4,16],getenvelop:[4,16],getfcsttim:[22,25,27],getforecastrun:[2,15,18,19,22,25,27],getgeometri:[2,8,15,16,21,24,25,28,31],getgeometrydata:[2,12,15,16,17,21,22,23,24,25,28,30,31],getgriddata:[2,12,15,16,18,20,22,24,26,27,29],getgridgeometri:16,getgridinventori:5,getidentifi:[4,16],getidentifiervalu:[2,12,15,20,21,29],getlatcoord:16,getlatloncoord:[9,15,18,22,24,26,27,29],getlevel:[4,7,16,18,26],getlocationnam:[4,7,15,16,18,22,25,26,27,31],getloncoord:16,getmetarob:[2,17,28],getnotificationfilt:12,getnumb:[8,16,23,24,25,28,30],getoptionalidentifi:[2,12,20,29],getparamet:[8,9,16,18,22,23,25,26,29,30,31],getparmlist:5,getradarproductid:[2,26],getradarproductnam:[2,26],getrawdata:[9,15,16,18,20,22,24,26,27,29],getreftim:[15,18,19,20,21,22,25,26,27,29,30,31],getrequiredidentifi:[2,12],getselecttr:5,getsiteid:5,getsound:[6,19],getstoragerequest:16,getstr:[8,16,23,24,28,30,31],getsupporteddatatyp:[2,12,22],getsynopticob:[2,28],gettyp:[8,16],getunit:[8,9,16,22,26,30],getvalidperiod:[15,25,31],gf:[22,25],gfe:[0,4,5,16,22],gfeeditarea:22,gfegriddata:16,gfs1p0:22,gfs20:[19,22],gfs40:16,gh:22,ghxsm2:22,ghxsm:22,gi:24,git:33,github:[0,25,33],given:[3,6,22],gjt:23,gl:[18,24,26,28,29,31],gld:23,glm:15,glm_point:21,glmev:21,glmfl:21,glmgr:[15,21],global:22,globe:20,glry:25,gm:29,gmt:[21,25],gmx1:25,gnb:25,gnc:25,go:[16,18,22],goal:16,goe:32,goes16:20,good:24,gov:25,grab:[20,23,28],grai:20,graphic:0,grb:23,greatest:27,green:17,grf:25,grib:[0,16,18],grid:[0,2,4,6,9,16,19,20,24,26,27,28,29,32],grid_cycl:22,grid_data:22,grid_fcstrun:22,grid_level:22,grid_loc:22,grid_param:22,grid_request:22,grid_respons:22,grid_tim:22,griddata:24,griddatafactori:16,griddatarecord:9,gridgeometry2d:16,gridlin:[18,20,21,24,26,27,28,29,31],ground:[18,21,22],group:[21,24],gtb:25,gtp:25,guarante:2,guid:20,gv:25,gvl:25,gvv:22,gyx:25,h02:25,h:[17,19,20,23,25,28,29,30],ha:[0,16,20,24],hag:22,hai:25,hailstorm:21,hand:[23,28],handl:[0,16,24],handler:[16,25],hasn:20,hat:0,have:[16,22,23,28,31,33],hazard:16,hdfgroup:0,hdln:31,header:0,headerformat:10,height:[16,18,20,21,22,24,29,30],heli:22,helic:22,help:22,helper:16,hemispher:29,here:[17,18,20,22,23,24,25,28],hfr:22,hgr:25,hh:22,hhc:29,hi1:22,hi3:22,hi4:22,hi:22,hidden:0,hide:16,hidx:22,hierarch:0,hierarchi:16,high:[0,21],highli:0,hint:2,hln:23,hmn:25,hodograph:[19,30],hom:25,hoo:25,hook:16,horizont:[18,24,26,27,29],host:[2,5,6,11,12,30],hot:23,hou:23,hour:[6,23,26,29],hourdiff:29,how:[17,18,22,33],howev:16,hpcguid:22,hpcqpfndfd:22,hr:[27,29],hrrr:[22,27],hsi:25,hsv:23,htman:30,http:[0,25,33],huge:16,hurrican:21,hy:25,hybrid:[15,26],hydro:16,hydrometeor:26,hyr:25,i:[0,16,22,24,27,28,29],icao:16,icc:25,icon:0,ict:23,id:[16,20,23,24,29,30],ida:23,idata:16,idatafactori:16,idatarequest:[2,14,16,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,epvg:22,epvt1:22,epvt2:22,error:[0,16,22],esp2:22,esp:22,essenti:16,establish:[17,20,24,31],estc:25,estof:22,eta:25,etc:[0,16,19],etss:22,event:21,everi:[16,17],everyth:16,ex:31,exact:20,exactli:20,exampl:[0,2,15,16,18,20,22,24,25,26,29,30,31],except:[11,16,22,23,25,28],exchang:0,execut:0,exercis:[23,28],exist:[2,16,17,20,24],exit:25,exp:25,expand:16,expect:16,experienc:33,explan:31,explicit:18,extend:[16,24,26,30],extent:[20,21,24,29],f:[17,18,22,25,30,33],fa:31,facecolor:[21,24,27,28,29,31],facilit:0,factori:4,factorymethod:16,fahreheit:17,fall:[24,29],fals:[1,2,18,20,24,26,28,29,31],familiar:16,far:23,farenheit:18,faster:16,fat:23,fc:25,fcst:[22,27],fcsthour:25,fcsthr:27,fcstrun:[15,18,19,22,25,27],fdc:29,fdr:25,featur:[20,21,23,24,28,29,31],feature_artist:[24,27,28],featureartist:[24,27,28],feed:0,feel:[20,33],felt:16,few:[16,20,22,23,28,31],ff:22,ffc:25,ffg:22,ffmp:16,fgen:22,fhag:19,fhu:25,field:[16,24],fig2:18,fig:[17,18,20,21,23,24,26,27,28,29,31],fig_synop:28,figh:20,figsiz:[17,18,19,21,23,24,25,26,27,28,29,30,31],figur:[17,18,19,20,23,25,29,30,31],figw:20,file:[0,10,16,20],filter:[2,22,28],filterwarn:[17,23,25,26,28],find:[2,22,31],fine:16,finish:0,fire:21,first:[9,16,17,20,21,24,29,31],first_tim:31,fix:[18,22],fl:28,flag:30,flash:21,flat:26,flatten:26,flg:[23,25],floatarraywrapp:16,flood:[21,31],florida:28,flow:0,flown:21,flp:25,fmt:[23,28],fnd:22,fnmoc:22,fnvec:22,fog:29,folder:[16,20],follow:[0,16,20,25,30],font:31,fontsiz:[17,23,28,31],footnot:20,footnotestr:20,forc:33,forcast:22,forecast:[0,2,6,18,21,22,29,32,33],forecasthr:2,forecastmodel:25,forg:33,form:0,format:[0,21,22,23],foss:0,foss_cots_licens:0,found:[16,17,19,22,26,28],fpk:25,fraction:[20,23,28],frame:31,framework:[2,6],free:[0,16,20,33],frequenc:21,frequent:16,fri:25,from:[0,2,3,16,17,18,19,20,21,22,23,26,27,28,29,30,31,33],fromtimestamp:23,front:0,fsd:[22,23],fsi:25,fsvec:22,ftr:25,full:[2,15,16,22,24,29,30,31],fulli:20,fundament:0,further:0,furthermor:16,futur:16,fvec:22,fwd:25,fwr:22,fzra1:22,fzra2:22,g001:25,g003:25,g004:25,g005:25,g007:25,g009:25,g:[16,19,20,25,30],ga:28,gage:16,gamma:22,gather:[20,31],gca:20,gdp:25,gdv:25,gempak:[17,25],gener:[2,16,27],geoax:18,geocolor:20,geocolr:20,geodatarecord:8,geograph:[22,24,33],geom:[15,25,28,31],geom_typ:31,geometri:[2,4,8,16,17,19,24,27,28],geometrydata:31,geomfield:[24,28],georgia:28,geospati:16,geostationari:[20,32],geovort:22,geow:22,geowm:22,get:[2,4,7,8,9,10,16,17,18,19,23,24,28,29,30],get_cloud_cov:[23,28],get_cmap:[18,24,26,27],get_data_typ:10,get_datetime_str:10,get_dpi:20,get_hdf5_data:[10,15],get_head:10,getattribut:[7,16,21],getavailablelevel:[2,12,15,19,22,26],getavailablelocationnam:[2,12,15,16,20,22,25,26,29,30],getavailableparamet:[2,12,15,21,22,23,26,28,29,31],getavailabletim:[1,2,12,15,16,18,19,20,21,22,25,26,27,29,30],getdata:16,getdatatim:[7,15,16,17,18,20,21,22,23,25,26,27,28,29,30,31],getdatatyp:[4,16],getenvelop:[4,16],getfcsttim:[22,25,27],getforecastrun:[2,15,18,19,22,25,27],getgeometri:[2,8,15,16,21,24,25,28,31],getgeometrydata:[2,12,15,16,17,21,22,23,24,25,28,30,31],getgriddata:[2,12,15,16,18,20,22,24,26,27,29],getgridgeometri:16,getgridinventori:5,getidentifi:[4,16],getidentifiervalu:[2,12,15,20,21,29],getlatcoord:16,getlatloncoord:[9,15,18,22,24,26,27,29],getlevel:[4,7,16,18,26],getlocationnam:[4,7,15,16,18,22,25,26,27],getloncoord:16,getmetarob:[2,17,28],getnotificationfilt:12,getnumb:[8,16,23,24,25,28,30],getoptionalidentifi:[2,12,20,29],getparamet:[8,9,16,18,22,23,25,26,29,30],getparmlist:5,getradarproductid:[2,26],getradarproductnam:[2,26],getrawdata:[9,15,16,18,20,22,24,26,27,29],getreftim:[15,18,19,20,21,22,25,26,27,29,30,31],getrequiredidentifi:[2,12],getselecttr:5,getsiteid:5,getsound:[6,19],getstoragerequest:16,getstr:[8,16,23,24,28,30,31],getsupporteddatatyp:[2,12,22],getsynopticob:[2,28],gettyp:[8,16],getunit:[8,9,16,22,26,30],getvalidperiod:[15,25],gf:[22,25],gfe:[0,4,5,16,22],gfeeditarea:22,gfegriddata:16,gfs1p0:22,gfs20:[19,22],gfs40:16,gh:22,ghxsm2:22,ghxsm:22,gi:24,git:33,github:[0,25,33],give:31,given:[3,6,22],gjt:23,gl:[18,24,26,28,29,31],gld:23,glm:15,glm_point:21,glmev:21,glmfl:21,glmgr:[15,21],global:22,globe:20,glry:25,gm:29,gmt:[21,25],gmx1:25,gnb:25,gnc:25,go:[16,18,22],goal:16,goe:32,goes16:20,good:24,gov:25,grab:[20,23,28],grai:20,graphic:0,grb:23,greatest:27,green:17,grf:25,grib:[0,16,18],grid:[0,2,4,6,9,16,19,20,24,26,27,28,29,31,32],grid_cycl:22,grid_data:22,grid_fcstrun:22,grid_level:22,grid_loc:22,grid_param:22,grid_request:22,grid_respons:22,grid_tim:22,griddata:24,griddatafactori:16,griddatarecord:9,gridgeometry2d:16,gridlin:[18,20,21,24,26,27,28,29,31],ground:[18,21,22],group:[21,24,31],gtb:25,gtp:25,guarante:2,guid:20,gv:25,gvl:25,gvv:22,gyx:25,h02:25,h:[17,19,20,23,25,28,29,30,31],ha:[0,16,20,24,31],hag:22,hai:25,hailstorm:21,hand:[23,28],handl:[0,16,24,31],handler:[16,25],hasn:20,hat:0,have:[16,22,23,28,31,33],hazard:16,hdfgroup:0,hdln:31,header:0,headerformat:10,height:[16,18,20,21,22,24,29,30],heli:22,helic:22,help:[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