.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/geometries/c03_recumbent_fold.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_examples_geometries_c03_recumbent_fold.py>`
        to download the full example code

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

.. _sphx_glr_examples_geometries_c03_recumbent_fold.py:


Model 3 - Recumbent Fold
========================

This script demonstrates how to create a geological model of a recumbent fold using GemPy,
a Python-based, open-source library for implicit geological modeling.

.. GENERATED FROM PYTHON SOURCE LINES 8-17

.. code-block:: Python


    # Import necessary libraries
    import gempy as gp
    import gempy_viewer as gpv


    # sphinx_gallery_thumbnail_number = 2









.. GENERATED FROM PYTHON SOURCE LINES 18-20

Generate the model
Define the path to data

.. GENERATED FROM PYTHON SOURCE LINES 20-42

.. code-block:: Python

    data_path = 'https://raw.githubusercontent.com/cgre-aachen/gempy_data/master/'
    path_to_data = data_path + "/data/input_data/jan_models/"
    # Create a GeoModel instance
    data = gp.create_geomodel(
        project_name='recumbent',
        extent=[0, 1000, 0, 1000, 0, 1000],
        resolution=[50, 50, 50],
        refinement=6,
        importer_helper=gp.data.ImporterHelper(
            path_to_orientations=path_to_data + "model3_orientations.csv",
            path_to_surface_points=path_to_data + "model3_surface_points.csv"
        )
    )
    # Map geological series to surfaces
    gp.map_stack_to_surfaces(
        gempy_model=data,
        mapping_object={"Strat_Series": ('rock2', 'rock1')}
    )
    # Compute the geological model
    gp.compute_model(data)
    geo_data = data





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

 .. code-block:: none

    Surface points hash:  16bd39d19892d9a70aa41b1141f130894de6a36910f27e98ec712351f9373ce2
    Orientations hash:  1d12a150cd6f3faa81b8bbebc167ba69de4ac85fc524b771bd97ce94eb2a3e60
    Setting Backend To: AvailableBackends.numpy
    /home/leguark/gempy/gempy/core/data/geo_model.py:164: UserWarning: You are using refinement and passing a regular grid. The resolution of the regular grid will be overwritten
      warnings.warn(




.. GENERATED FROM PYTHON SOURCE LINES 43-44

Plot the initial geological model in the y direction

.. GENERATED FROM PYTHON SOURCE LINES 44-49

.. code-block:: Python

    gpv.plot_2d(geo_data, direction=['y'], show_results=False)

    # Plot the result of the model in the y direction with data
    gpv.plot_2d(geo_data, direction=['y'], show_data=True)




.. rst-class:: sphx-glr-horizontal


    *

      .. image-sg:: /examples/geometries/images/sphx_glr_c03_recumbent_fold_001.png
         :alt: Cell Number: mid Direction: y
         :srcset: /examples/geometries/images/sphx_glr_c03_recumbent_fold_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/geometries/images/sphx_glr_c03_recumbent_fold_002.png
         :alt: Cell Number: mid Direction: y
         :srcset: /examples/geometries/images/sphx_glr_c03_recumbent_fold_002.png
         :class: sphx-glr-multi-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f08f52623e0>



.. GENERATED FROM PYTHON SOURCE LINES 50-51

.. code-block:: Python

    gpv.plot_3d(geo_data, show_surfaces=True)



.. image-sg:: /examples/geometries/images/sphx_glr_c03_recumbent_fold_003.png
   :alt: c03 recumbent fold
   :srcset: /examples/geometries/images/sphx_glr_c03_recumbent_fold_003.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_3d.vista.GemPyToVista object at 0x7f08f548c5e0>




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

   **Total running time of the script:** (0 minutes 5.725 seconds)


.. _sphx_glr_download_examples_geometries_c03_recumbent_fold.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: c03_recumbent_fold.ipynb <c03_recumbent_fold.ipynb>`

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

      :download:`Download Python source code: c03_recumbent_fold.py <c03_recumbent_fold.py>`


.. only:: html

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

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