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

.. only:: html

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

        Click :ref:`here <sphx_glr_download_gallery_plot_thermocline.py>`
        to download the full example code

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

.. _sphx_glr_gallery_plot_thermocline.py:


Thermocline examples
====================

.. GENERATED FROM PYTHON SOURCE LINES 6-23



.. image:: /gallery/images/sphx_glr_plot_thermocline_001.png
    :alt: Summer, Autumn, Winter, Spring, Annual
    :class: sphx-glr-single-img


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

 Out:

 .. code-block:: none

    /home/remy/.local/lib/python3.8/site-packages/toto-1.0.0-py3.8.egg/toto/plugins/plots/_thermocline.py:36: RuntimeWarning: Mean of empty slice
      yp[i]=self.funct(self.data[val][index])






|

.. code-block:: default

    import pandas as pd
    import toto
    import matplotlib.pyplot as plt
    from toto.inputs.msl import MSLfile
    import os
    # read the file
    filename='https://raw.githubusercontent.com/calypso-science/Toto/master/_tests/nc_file/TB_current.nc'
    os.system('wget %s '% filename)
    df=MSLfile('TB_current.nc')._toDataFrame()

    # Processing
    temperature=[x for x in df[0].keys().to_list() if 'temp' in x]
    df_new=df[0].StatPlots.plot_thermocline(mag=temperature,
    	args={'function':'Mean',
    	'X label':'Water temperature [degC]',
    	'time blocking':'Seasonal (South hemisphere)',
    	'display':'On','table':'Off'})


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

   **Total running time of the script:** ( 0 minutes  39.966 seconds)


.. _sphx_glr_download_gallery_plot_thermocline.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_thermocline.py <plot_thermocline.py>`



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

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


.. only:: html

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

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