.. _sphx_glr_glr_examples_methods:


.. _methods_examples:


Methods
------------

Examples concerning the :mod:`watex.methods` module.


.. raw:: html

    <div class="sphx-glr-thumbnails">


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="plots the ERP and selects the best conductive zone for the drilling  operations.">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_anomaly_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_anomaly.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Electrical Resistivity Profiling (ERP)</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Give an ellipse representation of  phase tensors in pseudo-section format.">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_phase_tensors_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_phase_tensors.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot Pseudosection Phase tensors</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Plot filtered tensors in 1D">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_filtered_tensors_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_filtered_tensors.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot filtered tensors in 1D</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="visualizes the filtered  tensors in a two-dimensional layout">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_2d_tensor_filtered_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_2d_tensor_filtered.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot filtered tensors in 2D</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="plots the logging data by including the target y   containing the permeability coefficient k ">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_logging_predictor_and_target_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_logging_predictor_and_target.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot logging Predictor and target</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="plots the predictor X only composed  of  hydro-geophysical features">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_logging_predictor_only_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_logging_predictor_only.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot logging predictor</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="plots mutiple site/stations tensors with recovery signals ">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_multiple_sites_recovery_signal_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_multiple_sites_recovery_signal.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot multiple  sites signal recovery</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="shows the raw tensors in a two-dimensional layout. ">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_raw_2d_tensor_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_raw_2d_tensor.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot tensor 2D</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="plot the resistivity/phase and Impendance  # real and imaginary parts. ">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_base_process_tensors_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_base_process_tensors.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot tensors</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Filtered data to remove outliers, artifacts and existing noises in   AMT data  ">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_noise_removal_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_noise_removal.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Remove noises</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="visualizes the fracture zone from synthetic VES data.">

.. only:: html

  .. image:: /glr_examples/methods/images/thumb/sphx_glr_plot_ves_fracture_zone_thumb.png
    :alt:

  :ref:`sphx_glr_glr_examples_methods_plot_ves_fracture_zone.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Vertical Electrical Sounding (VES)</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /glr_examples/methods/plot_anomaly
   /glr_examples/methods/plot_phase_tensors
   /glr_examples/methods/plot_filtered_tensors
   /glr_examples/methods/plot_2d_tensor_filtered
   /glr_examples/methods/plot_logging_predictor_and_target
   /glr_examples/methods/plot_logging_predictor_only
   /glr_examples/methods/plot_multiple_sites_recovery_signal
   /glr_examples/methods/plot_raw_2d_tensor
   /glr_examples/methods/plot_base_process_tensors
   /glr_examples/methods/plot_noise_removal
   /glr_examples/methods/plot_ves_fracture_zone