.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "glr_examples/methods/plot_anomaly.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_methods_plot_anomaly.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_methods_plot_anomaly.py:


======================================================================
Electrical Resistivity Profiling (ERP)
======================================================================

plots the ERP and selects the best conductive zone for the drilling 
operations.

.. GENERATED FROM PYTHON SOURCE LINES 9-12

.. code-block:: Python

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








.. GENERATED FROM PYTHON SOURCE LINES 13-17

For demonstration,  the station is not specified, the algorithm will find the best 
conductive zone based on the resistivity values and will store the value in 
attribute `sves_` (position to make a drill). The auto-detection can be used 
when users need to propose a place to make a drill.  

.. GENERATED FROM PYTHON SOURCE LINES 17-28

.. code-block:: Python


    # Generate a synthetic data with make_erp 
    # for 70 stations 

    from watex.datasets import make_erp 
    erp_data = make_erp ( n_stations =70, as_frame =True , seed= 123 )
    # call the approapriate methods and plot the anomaly ( select conductive zone)

    from watex.methods import ResistivityProfiling 
    ResistivityProfiling (auto=True).fit(erp_data ).plotAnomaly(style ='classic')  

    # As you can see the station S32 is proposed 


.. image-sg:: /glr_examples/methods/images/sphx_glr_plot_anomaly_001.png
   :alt: Plot ERP: SVES = S32
   :srcset: /glr_examples/methods/images/sphx_glr_plot_anomaly_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <AxesSubplot:xlabel='Stations', ylabel='Resistivity (Ω.m)'>




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

   **Total running time of the script:** (0 minutes 0.271 seconds)


.. _sphx_glr_download_glr_examples_methods_plot_anomaly.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/0.3.X?urlpath=lab/tree/notebooks/glr_examples/methods/plot_anomaly.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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


.. only:: html

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

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