.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "source/auto_examples/plot_self_consistency.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_source_auto_examples_plot_self_consistency.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_source_auto_examples_plot_self_consistency.py:


Self-Consistency Plot
---------------------

This example shows how to create a self-consistency plot

.. GENERATED FROM PYTHON SOURCE LINES 8-37



.. image-sg:: /source/auto_examples/images/sphx_glr_plot_self_consistency_001.png
   :alt: Differential reflectivity vs  Equivalent reflectivity factor, Specific differential phase (KDP) vs  Equivalent reflectivity factor, Differential propagation phase shift vs  Equivalent reflectivity factor, Radial mean Doppler velocity vs  Equivalent reflectivity factor
   :srcset: /source/auto_examples/images/sphx_glr_plot_self_consistency_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import matplotlib.pyplot as plt
    from act.io.arm import read_arm_netcdf
    from open_radar_data import DATASETS

    import radtraq

    # Read in example data
    filename = DATASETS.fetch('csapr.nc')
    ds = read_arm_netcdf(filename)

    # Set thresholds of RhoHv > 0.99
    thresh = {'copol_correlation_coeff': 0.99}

    # Set up dictionary of variables to plot
    var_dict = {
        'differential_reflectivity': {
            'variable': 'reflectivity',
            'bin_width': [1, 0.25],
            'linreg': True,
        },
        'specific_differential_phase': {'variable': 'reflectivity'},
        'differential_phase': {'variable': 'reflectivity', 'bin_width': [1, 2.0]},
        'mean_doppler_velocity': {'variable': 'reflectivity', 'bin_width': [1, 0.5]},
    }

    # Call RadTraQ function
    display = radtraq.plotting.plot_self_consistency(ds, variables=var_dict, thresh=thresh)
    plt.show()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 1.811 seconds)


.. _sphx_glr_download_source_auto_examples_plot_self_consistency.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_self_consistency.ipynb <plot_self_consistency.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_self_consistency.py <plot_self_consistency.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_self_consistency.zip <plot_self_consistency.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_