.. only:: html

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

        Click :ref:`here <sphx_glr_download_auto_examples_plot_sars.py>`     to download the full example code
    .. rst-class:: sphx-glr-example-title

    .. _sphx_glr_auto_examples_plot_sars.py:


Plotting data from the SARS database
====================================



.. image:: /auto_examples/images/sphx_glr_plot_sars_001.png
    :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 Out:

 .. code-block:: none

    /Users/travis/build/sharppy/SHARPpy/examples/plot_sars.py:29: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.
      plt.show()






|


.. code-block:: default


    import sharppy.sharptab as tab
    import sharppy.databases.sars as sars
    import numpy as np
    import os
    import matplotlib.pyplot as plt

    database_fn = os.path.join( os.path.dirname( sars.__file__ ), 'sars_supercell.txt')
    supercell_database = np.loadtxt(database_fn, skiprows=1, dtype=bytes, comments="%%%%")

    magnitude = []
    mlcape = []
    srh01 = []
    for record in supercell_database:
        magnitude.append(int(record[1]))
        mlcape.append(float(record[3]))
        srh01.append(float(record[6]))
    plt.grid()
    plt.scatter(mlcape, srh01, c=magnitude, marker='.')
    plt.colorbar()
    plt.xlabel("MLCAPE [J/kg]")
    plt.ylabel(r'0-1 km Storm Relative Helicity [$m^{2}/s^{2}$]')
    plt.savefig('plot_sars.png', bbox_inches='tight')
    plt.show()


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

   **Total running time of the script:** ( 0 minutes  0.885 seconds)


.. _sphx_glr_download_auto_examples_plot_sars.py:


.. only :: html

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



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

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



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

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


.. only:: html

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

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