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diff --git a/API/index.html b/API/index.html
@@ -1174,7 +1174,7 @@
 <dd class="field-odd"><p>1.19</p>
 </dd>
 <dt class="field-even">Date<span class="colon">:</span></dt>
-<dd class="field-even"><p>Sep 09, 2024</p>
+<dd class="field-even"><p>Sep 18, 2024</p>
 </dd>
 </dl>
 <p>This guide provides documentation for all modules, function, methods,

diff --git a/_downloads/023767e9a98f895b96f37ef3bdd0b559/plot_rhi_cfradial.zip b/_downloads/023767e9a98f895b96f37ef3bdd0b559/plot_rhi_cfradial.zip
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diff --git a/_downloads/23bd85a5b713018e66c4c093ca137678/plot_nexrad_data_aws.zip b/_downloads/23bd85a5b713018e66c4c093ca137678/plot_nexrad_data_aws.zip
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diff --git a/_downloads/518555feb558ed1324ebefeebd9a02b4/plot_composite_reflectivity.zip b/_downloads/518555feb558ed1324ebefeebd9a02b4/plot_composite_reflectivity.zip
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diff --git a/_downloads/5cf0faabe5ec18661325da2f683e0e80/plot_modify_colorbar.zip b/_downloads/5cf0faabe5ec18661325da2f683e0e80/plot_modify_colorbar.zip
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diff --git a/_downloads/edf86a28b509f3556204e7cc675b031a/plot_older_nexrad_data_aws.zip b/_downloads/edf86a28b509f3556204e7cc675b031a/plot_older_nexrad_data_aws.zip
diff --git a/_downloads/f0fc8285a5c2126c46a44511234996d6/plot_compare_two_radars_gatemapper.zip b/_downloads/f0fc8285a5c2126c46a44511234996d6/plot_compare_two_radars_gatemapper.zip
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diff --git a/_downloads/f7fd65b3b92066fefb2dbb738f80ec40/plot_nexrad_image_muted_reflectivity.zip b/_downloads/f7fd65b3b92066fefb2dbb738f80ec40/plot_nexrad_image_muted_reflectivity.zip
diff --git a/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip b/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip
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diff --git a/_images/sphx_glr_plot_dealias_001.png b/_images/sphx_glr_plot_dealias_001.png
diff --git a/_images/sphx_glr_plot_dealias_thumb.png b/_images/sphx_glr_plot_dealias_thumb.png
diff --git a/_images/sphx_glr_plot_map_one_radar_to_grid_001.png b/_images/sphx_glr_plot_map_one_radar_to_grid_001.png
diff --git a/_images/sphx_glr_plot_map_one_radar_to_grid_thumb.png b/_images/sphx_glr_plot_map_one_radar_to_grid_thumb.png
diff --git a/_images/sphx_glr_plot_ppi_mdv_001.png b/_images/sphx_glr_plot_ppi_mdv_001.png
diff --git a/_images/sphx_glr_plot_ppi_mdv_thumb.png b/_images/sphx_glr_plot_ppi_mdv_thumb.png
diff --git a/_images/sphx_glr_plot_rhi_contours_differential_reflectivity_001.png b/_images/sphx_glr_plot_rhi_contours_differential_reflectivity_001.png
diff --git a/_images/sphx_glr_plot_rhi_contours_differential_reflectivity_thumb.png b/_images/sphx_glr_plot_rhi_contours_differential_reflectivity_thumb.png
diff --git a/_images/sphx_glr_plot_rhi_data_overlay_001.png b/_images/sphx_glr_plot_rhi_data_overlay_001.png
diff --git a/_images/sphx_glr_plot_rhi_data_overlay_thumb.png b/_images/sphx_glr_plot_rhi_data_overlay_thumb.png
diff --git a/_sources/examples/correct/plot_attenuation.rst.txt b/_sources/examples/correct/plot_attenuation.rst.txt
@@ -114,7 +114,7 @@ for a polarimetric radar using a Z-PHI method implemented in Py-ART.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 8.810 seconds)
+   **Total running time of the script:** (0 minutes 9.449 seconds)
 
 
 .. _sphx_glr_download_examples_correct_plot_attenuation.py:

diff --git a/_sources/examples/correct/plot_cloud_mask.rst.txt b/_sources/examples/correct/plot_cloud_mask.rst.txt
@@ -154,7 +154,7 @@ to calculate the mask.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.703 seconds)
+   **Total running time of the script:** (0 minutes 0.681 seconds)
 
 
 .. _sphx_glr_download_examples_correct_plot_cloud_mask.py:

diff --git a/_sources/examples/correct/plot_dealias.rst.txt b/_sources/examples/correct/plot_dealias.rst.txt
@@ -124,7 +124,7 @@ using the region-based dealiasing algorithm in Py-ART.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (1 minutes 1.084 seconds)
+   **Total running time of the script:** (1 minutes 1.623 seconds)
 
 
 .. _sphx_glr_download_examples_correct_plot_dealias.py:

diff --git a/_sources/examples/correct/plot_zdr_check.rst.txt b/_sources/examples/correct/plot_zdr_check.rst.txt
@@ -95,7 +95,7 @@ bias calculation to ensure that we are taking the average ZDR in light rain.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.607 seconds)
+   **Total running time of the script:** (0 minutes 0.485 seconds)
 
 
 .. _sphx_glr_download_examples_correct_plot_zdr_check.py:

diff --git a/_sources/examples/correct/sg_execution_times.rst.txt b/_sources/examples/correct/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**01:11.204** total execution time for 4 files **from examples/correct**:
+**01:12.239** total execution time for 4 files **from examples/correct**:
 
 .. container::
 
@@ -33,14 +33,14 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_correct_plot_dealias.py` (``plot_dealias.py``)
-     - 01:01.084
+     - 01:01.623
      - 0.0
    * - :ref:`sphx_glr_examples_correct_plot_attenuation.py` (``plot_attenuation.py``)
-     - 00:08.810
+     - 00:09.449
      - 0.0
    * - :ref:`sphx_glr_examples_correct_plot_cloud_mask.py` (``plot_cloud_mask.py``)
-     - 00:00.703
+     - 00:00.681
      - 0.0
    * - :ref:`sphx_glr_examples_correct_plot_zdr_check.py` (``plot_zdr_check.py``)
-     - 00:00.607
+     - 00:00.485
      - 0.0
diff --git a/_sources/examples/io/plot_nexrad_data_aws.rst.txt b/_sources/examples/io/plot_nexrad_data_aws.rst.txt
@@ -116,7 +116,7 @@ Let's take a look at a summary of what fields are available.
  .. code-block:: none
 
 
-    ['reflectivity', 'spectrum_width', 'clutter_filter_power_removed', 'differential_phase', 'cross_correlation_ratio', 'velocity', 'differential_reflectivity']
+    ['cross_correlation_ratio', 'reflectivity', 'differential_phase', 'spectrum_width', 'clutter_filter_power_removed', 'velocity', 'differential_reflectivity']
 
 
 
@@ -314,7 +314,7 @@ Note: the reflectivity and velocity fields are in different radars, so we need t
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 15.466 seconds)
+   **Total running time of the script:** (0 minutes 14.896 seconds)
 
 
 .. _sphx_glr_download_examples_io_plot_nexrad_data_aws.py:

diff --git a/_sources/examples/io/plot_older_nexrad_data_aws.rst.txt b/_sources/examples/io/plot_older_nexrad_data_aws.rst.txt
@@ -227,7 +227,7 @@ Everything now looks correct as this is in Handford CA!
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 8.969 seconds)
+   **Total running time of the script:** (0 minutes 9.102 seconds)
 
 
 .. _sphx_glr_download_examples_io_plot_older_nexrad_data_aws.py:

diff --git a/_sources/examples/io/sg_execution_times.rst.txt b/_sources/examples/io/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:24.435** total execution time for 2 files **from examples/io**:
+**00:23.998** total execution time for 2 files **from examples/io**:
 
 .. container::
 
@@ -33,8 +33,8 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_io_plot_nexrad_data_aws.py` (``plot_nexrad_data_aws.py``)
-     - 00:15.466
+     - 00:14.896
      - 0.0
    * - :ref:`sphx_glr_examples_io_plot_older_nexrad_data_aws.py` (``plot_older_nexrad_data_aws.py``)
-     - 00:08.969
+     - 00:09.102
      - 0.0
diff --git a/_sources/examples/mapping/plot_compare_two_radars_gatemapper.rst.txt b/_sources/examples/mapping/plot_compare_two_radars_gatemapper.rst.txt
@@ -354,7 +354,7 @@ case where our scans don't neccessarily match exactly in time.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 36.989 seconds)
+   **Total running time of the script:** (0 minutes 36.437 seconds)
 
 
 .. _sphx_glr_download_examples_mapping_plot_compare_two_radars_gatemapper.py:

diff --git a/_sources/examples/mapping/plot_grid_single_sweep_ppi.rst.txt b/_sources/examples/mapping/plot_grid_single_sweep_ppi.rst.txt
@@ -187,7 +187,7 @@ negligible at low elevation angles common to PPI sweeps.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 6.078 seconds)
+   **Total running time of the script:** (0 minutes 5.795 seconds)
 
 
 .. _sphx_glr_download_examples_mapping_plot_grid_single_sweep_ppi.py:

diff --git a/_sources/examples/mapping/plot_map_one_radar_to_grid.rst.txt b/_sources/examples/mapping/plot_map_one_radar_to_grid.rst.txt
@@ -82,7 +82,7 @@ Cartesian grid.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 6.025 seconds)
+   **Total running time of the script:** (0 minutes 9.164 seconds)
 
 
 .. _sphx_glr_download_examples_mapping_plot_map_one_radar_to_grid.py:

diff --git a/_sources/examples/mapping/plot_map_two_radars_to_grid.rst.txt b/_sources/examples/mapping/plot_map_two_radars_to_grid.rst.txt
@@ -90,7 +90,7 @@ coordinates to a Cartesian grid.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 10.276 seconds)
+   **Total running time of the script:** (0 minutes 11.278 seconds)
 
 
 .. _sphx_glr_download_examples_mapping_plot_map_two_radars_to_grid.py:

diff --git a/_sources/examples/mapping/sg_execution_times.rst.txt b/_sources/examples/mapping/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:59.366** total execution time for 4 files **from examples/mapping**:
+**01:02.674** total execution time for 4 files **from examples/mapping**:
 
 .. container::
 
@@ -33,14 +33,14 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_mapping_plot_compare_two_radars_gatemapper.py` (``plot_compare_two_radars_gatemapper.py``)
-     - 00:36.989
+     - 00:36.437
      - 0.0
    * - :ref:`sphx_glr_examples_mapping_plot_map_two_radars_to_grid.py` (``plot_map_two_radars_to_grid.py``)
-     - 00:10.276
-     - 0.0
-   * - :ref:`sphx_glr_examples_mapping_plot_grid_single_sweep_ppi.py` (``plot_grid_single_sweep_ppi.py``)
-     - 00:06.078
+     - 00:11.278
      - 0.0
    * - :ref:`sphx_glr_examples_mapping_plot_map_one_radar_to_grid.py` (``plot_map_one_radar_to_grid.py``)
-     - 00:06.025
+     - 00:09.164
+     - 0.0
+   * - :ref:`sphx_glr_examples_mapping_plot_grid_single_sweep_ppi.py` (``plot_grid_single_sweep_ppi.py``)
+     - 00:05.795
      - 0.0
diff --git a/_sources/examples/plotting/plot_cappi.rst.txt b/_sources/examples/plotting/plot_cappi.rst.txt
@@ -89,7 +89,7 @@ both the PPI and CAPPI for comparison.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 2.260 seconds)
+   **Total running time of the script:** (0 minutes 1.958 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_cappi.py:

diff --git a/_sources/examples/plotting/plot_choose_a_colormap.rst.txt b/_sources/examples/plotting/plot_choose_a_colormap.rst.txt
@@ -322,7 +322,7 @@ Setup a display to plot the data
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.987 seconds)
+   **Total running time of the script:** (0 minutes 1.986 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_choose_a_colormap.py:

diff --git a/_sources/examples/plotting/plot_corner_reflector.rst.txt b/_sources/examples/plotting/plot_corner_reflector.rst.txt
@@ -63,7 +63,7 @@ This is an example of how to plot a corner reflector.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.820 seconds)
+   **Total running time of the script:** (0 minutes 0.739 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_corner_reflector.py:

diff --git a/_sources/examples/plotting/plot_cross_section.rst.txt b/_sources/examples/plotting/plot_cross_section.rst.txt
@@ -113,7 +113,7 @@ of your radar grid using the GridMapDisplay
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 9.171 seconds)
+   **Total running time of the script:** (0 minutes 9.089 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_cross_section.py:

diff --git a/_sources/examples/plotting/plot_max_cappi.rst.txt b/_sources/examples/plotting/plot_max_cappi.rst.txt
@@ -185,7 +185,7 @@ Let's read in a cfradial file and create a grid.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 13.398 seconds)
+   **Total running time of the script:** (0 minutes 13.244 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_max_cappi.py:

diff --git a/_sources/examples/plotting/plot_modify_colorbar.rst.txt b/_sources/examples/plotting/plot_modify_colorbar.rst.txt
@@ -197,7 +197,7 @@ and slightly overlaps the PPI display
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 3.085 seconds)
+   **Total running time of the script:** (0 minutes 3.083 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_modify_colorbar.py:

diff --git a/_sources/examples/plotting/plot_nexrad_image_muted_reflectivity.rst.txt b/_sources/examples/plotting/plot_nexrad_image_muted_reflectivity.rst.txt
@@ -102,7 +102,7 @@ of regions of melting or mixed precipitation as opposed to heavy snow or heavy r
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 8.905 seconds)
+   **Total running time of the script:** (0 minutes 3.538 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_nexrad_image_muted_reflectivity.py:

diff --git a/_sources/examples/plotting/plot_nexrad_multiple_moments.rst.txt b/_sources/examples/plotting/plot_nexrad_multiple_moments.rst.txt
@@ -102,7 +102,7 @@ NEXRAD Archive file.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 3.351 seconds)
+   **Total running time of the script:** (0 minutes 3.739 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_nexrad_multiple_moments.py:

diff --git a/_sources/examples/plotting/plot_nexrad_reflectivity.rst.txt b/_sources/examples/plotting/plot_nexrad_reflectivity.rst.txt
@@ -75,7 +75,7 @@ NEXRAD file.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.612 seconds)
+   **Total running time of the script:** (0 minutes 1.825 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_nexrad_reflectivity.py:

diff --git a/_sources/examples/plotting/plot_ppi_cfradial.rst.txt b/_sources/examples/plotting/plot_ppi_cfradial.rst.txt
@@ -66,7 +66,7 @@ An example which creates a PPI plot of a Cfradial file.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.364 seconds)
+   **Total running time of the script:** (0 minutes 1.388 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_ppi_cfradial.py:

diff --git a/_sources/examples/plotting/plot_ppi_with_rings.rst.txt b/_sources/examples/plotting/plot_ppi_with_rings.rst.txt
@@ -105,7 +105,7 @@ and range rings
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 6.304 seconds)
+   **Total running time of the script:** (0 minutes 7.058 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_ppi_with_rings.py:

diff --git a/_sources/examples/plotting/plot_rhi_cfradial.rst.txt b/_sources/examples/plotting/plot_rhi_cfradial.rst.txt
@@ -97,7 +97,7 @@ a RadarDisplay object.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.861 seconds)
+   **Total running time of the script:** (0 minutes 1.829 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_rhi_cfradial.py:

diff --git a/_sources/examples/plotting/plot_rhi_cfradial_singlescan.rst.txt b/_sources/examples/plotting/plot_rhi_cfradial_singlescan.rst.txt
@@ -84,7 +84,7 @@ a RadarDisplay object.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.052 seconds)
+   **Total running time of the script:** (0 minutes 1.360 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_rhi_cfradial_singlescan.py:

diff --git a/_sources/examples/plotting/plot_rhi_contours_differential_reflectivity.rst.txt b/_sources/examples/plotting/plot_rhi_contours_differential_reflectivity.rst.txt
@@ -134,7 +134,7 @@ and adding differnential Reflectivity contours from the same MDV file.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.385 seconds)
+   **Total running time of the script:** (0 minutes 1.621 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_rhi_contours_differential_reflectivity.py:

diff --git a/_sources/examples/plotting/plot_rhi_data_overlay.rst.txt b/_sources/examples/plotting/plot_rhi_data_overlay.rst.txt
@@ -131,7 +131,7 @@ and adding Reflectivity contours from the same MDV file.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.928 seconds)
+   **Total running time of the script:** (0 minutes 1.195 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_rhi_data_overlay.py:

diff --git a/_sources/examples/plotting/plot_rhi_mdv.rst.txt b/_sources/examples/plotting/plot_rhi_mdv.rst.txt
@@ -63,7 +63,7 @@ An example which creates a RHI plot of a MDV file using a RadarDisplay object.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.650 seconds)
+   **Total running time of the script:** (0 minutes 0.885 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_rhi_mdv.py:

diff --git a/_sources/examples/plotting/plot_rhi_two_panel.rst.txt b/_sources/examples/plotting/plot_rhi_two_panel.rst.txt
@@ -89,7 +89,7 @@ included in the two panels are reflectivity and doppler velocity.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.838 seconds)
+   **Total running time of the script:** (0 minutes 0.840 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_rhi_two_panel.py:

diff --git a/_sources/examples/plotting/plot_three_panel_gridmapdisplay.rst.txt b/_sources/examples/plotting/plot_three_panel_gridmapdisplay.rst.txt
@@ -108,7 +108,7 @@ and longitude slice using xarray and a cartopy background.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.361 seconds)
+   **Total running time of the script:** (0 minutes 8.749 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_three_panel_gridmapdisplay.py:

diff --git a/_sources/examples/plotting/plot_xsect.rst.txt b/_sources/examples/plotting/plot_xsect.rst.txt
@@ -80,7 +80,7 @@ of PPI scans and plots both cross sections.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.374 seconds)
+   **Total running time of the script:** (0 minutes 1.375 seconds)
 
 
 .. _sphx_glr_download_examples_plotting_plot_xsect.py: