.. _sphx_glr_examples_retrieve:

.. _retrieve_examples:

Retrieval Examples
------------------

Retrievals from various radars, such as additional fields or subsets of the data.



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Given a radar and a point, extract the column of radar data values above a point">

.. only:: html

  .. image:: /examples/retrieve/images/thumb/sphx_glr_plot_column_subset_thumb.png
    :alt:

  :doc:`/examples/retrieve/plot_column_subset`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Extract a radar column above a point</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Calculates and plots the composite reflectivity, or the maximum reflectivity across all of the elevations.">

.. only:: html

  .. image:: /examples/retrieve/images/thumb/sphx_glr_plot_composite_reflectivity_thumb.png
    :alt:

  :doc:`/examples/retrieve/plot_composite_reflectivity`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Calculate and Plot Composite Reflectivity</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Calculates a VAD and plots a vertical profile of wind">

.. only:: html

  .. image:: /examples/retrieve/images/thumb/sphx_glr_plot_vad_thumb.png
    :alt:

  :doc:`/examples/retrieve/plot_vad`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Calculate and Plot VAD profile</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Calculates a hydrometeor classification and displays the results">

.. only:: html

  .. image:: /examples/retrieve/images/thumb/sphx_glr_plot_hydrometeor_thumb.png
    :alt:

  :doc:`/examples/retrieve/plot_hydrometeor`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Calculate and Plot hydrometeor classification</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="- The column_profile function extracts a vertical profile at a given latitude/longitude. - The rain_rate_categorized function computes rain rates based on categorized reflectivity. - The script reads multiple radar files, processes them, and visualizes the results.">

.. only:: html

  .. image:: /examples/retrieve/images/thumb/sphx_glr_plot_qpe_thumb.png
    :alt:

  :doc:`/examples/retrieve/plot_qpe`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Radar-Based Quantitative Precipitation Estimation (QPE)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip=" This script shows how to use hydrometeor classification for X-band radar data.  We are reading radar data, plotting some variables of interest and applying the  classification to identify types of precipitation.">

.. only:: html

  .. image:: /examples/retrieve/images/thumb/sphx_glr_plot_hydrometeor_class_x_band_thumb.png
    :alt:

  :doc:`/examples/retrieve/plot_hydrometeor_class_x_band`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Hydrometeor Classification with Custom Frequency Settings</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Creating a CFAD diagram">

.. only:: html

  .. image:: /examples/retrieve/images/thumb/sphx_glr_plot_cfad_thumb.png
    :alt:

  :doc:`/examples/retrieve/plot_cfad`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Creating a CFAD diagram</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Convective-Stratiform classification">

.. only:: html

  .. image:: /examples/retrieve/images/thumb/sphx_glr_plot_convective_stratiform_thumb.png
    :alt:

  :doc:`/examples/retrieve/plot_convective_stratiform`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Convective-Stratiform classification</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Feature Detection classification">

.. only:: html

  .. image:: /examples/retrieve/images/thumb/sphx_glr_plot_feature_detection_thumb.png
    :alt:

  :doc:`/examples/retrieve/plot_feature_detection`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Feature Detection classification</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/retrieve/plot_column_subset
   /examples/retrieve/plot_composite_reflectivity
   /examples/retrieve/plot_vad
   /examples/retrieve/plot_hydrometeor
   /examples/retrieve/plot_qpe
   /examples/retrieve/plot_hydrometeor_class_x_band
   /examples/retrieve/plot_cfad
   /examples/retrieve/plot_convective_stratiform
   /examples/retrieve/plot_feature_detection