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

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_glr_examples_view_plot_rhoa.py>`
        to download the full example code or to run this example in your browser via Binder

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

.. _sphx_glr_glr_examples_view_plot_rhoa.py:


=================================================
Plot apparent resistivity curves
=================================================

Plot station/site apparent resistivity curves

.. GENERATED FROM PYTHON SOURCE LINES 8-11

.. code-block:: default

    # Author: L.Kouadio 
    # Licence: BSD-3-clause








.. GENERATED FROM PYTHON SOURCE LINES 12-16

An example of plot apparent resistivity curves with error bar  
of EDI data collected in Huayaun province. ``seed`` is used to reproduce 
the data at the same station. 
* Simple Plot 

.. GENERATED FROM PYTHON SOURCE LINES 16-22

.. code-block:: default

    import watex 
    test_data = watex.fetch_data ('huayuan', return_data =True , clear_cache=True )
    tplot = watex.TPlot(fig_size =(6,  4), marker ='o').fit(test_data)
    tplot.plt_style='classic'
    tplot.plot_rhoa (seed =52, mode ='*', survey='AMT', show_site =True, )




.. image-sg:: /glr_examples/view/images/sphx_glr_plot_rhoa_001.png
   :alt: plot rhoa
   :srcset: /glr_examples/view/images/sphx_glr_plot_rhoa_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <'TPlot':survey_area=None, distance=50.0, prefix='S', window_size=5, component='xy', mode='same', method='slinear', out='srho', how='py', c=2>



.. GENERATED FROM PYTHON SOURCE LINES 23-27

* Plot a specific EM data type 
To plot a station data with no errorbar  and a single component, 
we can set, ``errobar=False`` and specify the :term:`EM` mode. For instance, 
we use the transverse electric mode `TE`  for this example at station ``s44``.  

.. GENERATED FROM PYTHON SOURCE LINES 27-31

.. code-block:: default

    tplot.show_grid=True 
    tplot.plot_rhoa (site= 'E44', mode ='TM',survey='AMT', show_site =True ,
                    seed = 52 
                    )



.. image-sg:: /glr_examples/view/images/sphx_glr_plot_rhoa_002.png
   :alt: plot rhoa
   :srcset: /glr_examples/view/images/sphx_glr_plot_rhoa_002.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <'TPlot':survey_area=None, distance=50.0, prefix='S', window_size=5, component='xy', mode='same', method='slinear', out='srho', how='py', c=2>



.. GENERATED FROM PYTHON SOURCE LINES 32-36

* Plot multiple sites 
It is also possible to plot multiple stations. For instance, we can plot 
three sites using the :meth:`watex.view.TPlot.plot_rhophi` 
by setting the parameters `n_sites` to ``3`` as: 

.. GENERATED FROM PYTHON SOURCE LINES 36-40

.. code-block:: default

    
    tplot.gls =':' ; tplot.galpha=.8; tplot.gc ='k'
    tplot.plot_rhophi ( n_sites = 3 , mode = '*', show_site =True, seed =52 )




.. image-sg:: /glr_examples/view/images/sphx_glr_plot_rhoa_003.png
   :alt: plot rhoa
   :srcset: /glr_examples/view/images/sphx_glr_plot_rhoa_003.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <'TPlot':survey_area=None, distance=50.0, prefix='S', window_size=5, component='xy', mode='same', method='slinear', out='srho', how='py', c=2>



.. GENERATED FROM PYTHON SOURCE LINES 41-46

* plot corrections 
It is possible to plot correction data using the EMAP filters such as 
``['tma'| 'ama'|'flma']`` or using the static shift (``ss``) or distorsion (``dist``) 
filters. Note that when `dist` is passed the distorsion must be be provided 
as 2x2 matrix. 

.. GENERATED FROM PYTHON SOURCE LINES 46-49

.. code-block:: default

 
    tplot.plot_corrections ( sites = ['s7', 's21', 's49'], fltr ='tma',
                            seed = 52   , markers = ['o', 'd'])# ama is used by default 



.. image-sg:: /glr_examples/view/images/sphx_glr_plot_rhoa_004.png
   :alt: plot rhoa
   :srcset: /glr_examples/view/images/sphx_glr_plot_rhoa_004.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <'TPlot':survey_area=None, distance=50.0, prefix='S', window_size=5, component='xy', mode='same', method='slinear', out='srho', how='py', c=2>




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

   **Total running time of the script:** ( 0 minutes  9.021 seconds)


.. _sphx_glr_download_glr_examples_view_plot_rhoa.py:

.. only:: html

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


    .. container:: binder-badge

      .. image:: images/binder_badge_logo.svg
        :target: https://mybinder.org/v2/gh/watex/watex/0.2.X?urlpath=lab/tree/notebooks/glr_examples/view/plot_rhoa.ipynb
        :alt: Launch binder
        :width: 150 px



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

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

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

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


.. only:: html

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

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