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

.. only:: html

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

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

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

.. _sphx_glr_examples_real_Perth_basin.py:


Perth Basin, Western Australia
=================================

Regional stratigraphy and major normal faults of the northern Perth Basin

This model covers the northern Perth Basin, Western Australia, including eight major
normal faults (among them the Darling Fault) offsetting a Permian-to-Cretaceous
sedimentary sequence.

.. GENERATED FROM PYTHON SOURCE LINES 11-22

.. code-block:: Python

    import os

    # Importing GemPy
    import gempy as gp
    import gempy_viewer as gpv

    # Importing auxiliary libraries
    import matplotlib

    matplotlib.rcParams['figure.figsize'] = (20.0, 10.0)








.. GENERATED FROM PYTHON SOURCE LINES 23-29

.. code-block:: Python

    cwd = os.getcwd()
    if 'examples' not in cwd:
        data_path = os.getcwd() + '/examples'
    else:
        data_path = cwd + '/../..'








.. GENERATED FROM PYTHON SOURCE LINES 30-40

.. code-block:: Python

    geo_model = gp.create_geomodel(
        project_name='Perth_Basin',
        extent=[337000, 400000, 6640000, 6710000, -18000, 1000],
        refinement=6,
        importer_helper=gp.data.ImporterHelper(
            path_to_orientations=data_path + "/data/input_data/perth_basin/Paper_GU2F_sc_faults_topo_Foliations.csv",
            path_to_surface_points=data_path + "/data/input_data/perth_basin/Paper_GU2F_sc_faults_topo_Points.csv",
        )
    )








.. GENERATED FROM PYTHON SOURCE LINES 41-43

.. code-block:: Python

    geo_model.structural_frame






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

            <table>
              <tr><td>Structural Groups:</td><td>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>default_formation</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #015482;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Abrolhos_Transfer</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #9f0052;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Cadda</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #ffbe00;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Cattamarra</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #728f02;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Coomallo</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #443988;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Cretaceous</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #ff3f20;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Darling</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #5DA629;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Eneabba</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #b271d0;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Eneabba_South</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #72e54a;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Hypo_fault_E</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #583bd1;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Hypo_fault_W</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #d0e63d;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Lesueur</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #b949e2;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Permian</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #95ce4b;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Urella_North</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #6d2b9f;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Urella_South</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #60eb91;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Woodada_Kockatea</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #d746be;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Yarragadee</td></tr>
        </table>
            </td></tr>
        </table>
            </td></tr>
              <tr><td>Fault Relations:</td><td><table style="border-collapse: collapse; table-layout: fixed;"><th></th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">default_fo...</th><tr><th>default_formation</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr></table></td></tr>
              <tr><td></td><td>
            <table>
              <tr>
                <td><div style="display: inline-block; background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></div> True</td>
                <td><div style="display: inline-block; background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></div> False</td>
              </tr>
            </table>
            </td></tr>
            </table>
        
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 44-50

.. code-block:: Python

    del_surfaces = ['Cadda', 'Woodada_Kockatea', 'Cattamarra']
    for s in del_surfaces:
        gp.remove_element_by_name(geo_model, s)

    geo_model.structural_frame






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

            <table>
              <tr><td>Structural Groups:</td><td>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>default_formation</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #015482;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Abrolhos_Transfer</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #728f02;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Coomallo</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #443988;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Cretaceous</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #ff3f20;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Darling</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #5DA629;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Eneabba</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #b271d0;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Eneabba_South</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #72e54a;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Hypo_fault_E</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #583bd1;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Hypo_fault_W</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #d0e63d;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Lesueur</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #b949e2;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Permian</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #95ce4b;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Urella_North</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #6d2b9f;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Urella_South</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #d746be;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Yarragadee</td></tr>
        </table>
            </td></tr>
        </table>
            </td></tr>
              <tr><td>Fault Relations:</td><td><table style="border-collapse: collapse; table-layout: fixed;"><th></th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">default_fo...</th><tr><th>default_formation</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr></table></td></tr>
              <tr><td></td><td>
            <table>
              <tr>
                <td><div style="display: inline-block; background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></div> True</td>
                <td><div style="display: inline-block; background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></div> False</td>
              </tr>
            </table>
            </td></tr>
            </table>
        
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 51-66

.. code-block:: Python

    gp.map_stack_to_surfaces(
        gempy_model=geo_model,
        mapping_object={
            "fault_Abrolhos_Transfer": ["Abrolhos_Transfer"],
            "fault_Coomallo": ["Coomallo"],
            "fault_Eneabba_South": ["Eneabba_South"],
            "fault_Hypo_fault_W": ["Hypo_fault_W"],
            "fault_Hypo_fault_E": ["Hypo_fault_E"],
            "fault_Urella_North": ["Urella_North"],
            "fault_Darling": ["Darling"],
            "fault_Urella_South": ["Urella_South"],
            "Sedimentary_Series": ['Cretaceous', 'Yarragadee', 'Eneabba', 'Lesueur', 'Permian']
        }
    )






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

            <table>
              <tr><td>Structural Groups:</td><td>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>fault_Abrolhos_Transfer</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #015482;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Abrolhos_Transfer</td></tr>
        </table>
            </td></tr>
        </table>
            <br>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>fault_Coomallo</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #728f02;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Coomallo</td></tr>
        </table>
            </td></tr>
        </table>
            <br>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>fault_Eneabba_South</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #b271d0;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Eneabba_South</td></tr>
        </table>
            </td></tr>
        </table>
            <br>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>fault_Hypo_fault_W</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #583bd1;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Hypo_fault_W</td></tr>
        </table>
            </td></tr>
        </table>
            <br>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>fault_Hypo_fault_E</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #72e54a;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Hypo_fault_E</td></tr>
        </table>
            </td></tr>
        </table>
            <br>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>fault_Urella_North</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #95ce4b;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Urella_North</td></tr>
        </table>
            </td></tr>
        </table>
            <br>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>fault_Darling</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #ff3f20;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Darling</td></tr>
        </table>
            </td></tr>
        </table>
            <br>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>fault_Urella_South</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #6d2b9f;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Urella_South</td></tr>
        </table>
            </td></tr>
        </table>
            <br>
        <table style="border-left:1.2px solid black;>
          <tr><th colspan="2"><b>StructuralGroup:</b></th></tr>
          <tr><td>Name:</td><td>Sedimentary_Series</td></tr>
          <tr><td>Structural Relation:</td><td>StackRelationType.ERODE</td></tr>
          <tr><td>Elements:</td><td>
        <table width="50%" style="border-left:15px solid #443988;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Cretaceous</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #d746be;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Yarragadee</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #5DA629;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Eneabba</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #d0e63d;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Lesueur</td></tr>
        </table>
            <br>
        <table width="50%" style="border-left:15px solid #b949e2;">
          <tr><th colspan="2"><b>StructuralElement:</b></th></tr>
          <tr><td>Name:</td><td>Permian</td></tr>
        </table>
            </td></tr>
        </table>
            </td></tr>
              <tr><td>Fault Relations:</td><td><table style="border-collapse: collapse; table-layout: fixed;"><th></th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_Abro...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_Coom...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_Enea...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_Hypo...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_Hypo...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_Urel...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_Darl...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">fault_Urel...</th><th style="transform: rotate(-35deg); height:150px; vertical-align: bottom; text-align: center;">Sedimentar...</th><tr><th>fault_Abrolhos_Transfer</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_Coomallo</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_Eneabba_South</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_Hypo_fault_W</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_Hypo_fault_E</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_Urella_North</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_Darling</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>fault_Urella_South</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr><tr><th>Sedimentary_Series</th><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td><td style="background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></td></tr></table></td></tr>
              <tr><td></td><td>
            <table>
              <tr>
                <td><div style="display: inline-block; background-color: #527682; width: 20px; height: 20px; border: 1px solid black;"></div> True</td>
                <td><div style="display: inline-block; background-color: #FFB6C1; width: 20px; height: 20px; border: 1px solid black;"></div> False</td>
              </tr>
            </table>
            </td></tr>
            </table>
        
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 67-70

Select which series are faults
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 70-87

.. code-block:: Python


    gp.set_is_fault(
        geo_model,
        [
            "fault_Abrolhos_Transfer",
            "fault_Coomallo",
            "fault_Eneabba_South",
            "fault_Hypo_fault_W",
            "fault_Hypo_fault_E",
            "fault_Urella_North",
            "fault_Darling",
            "fault_Urella_South"
        ],
    )

    print(geo_model.structural_frame.fault_relations)





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

 .. code-block:: none

    [[False False False False False False False False  True]
     [False False False False False False False False  True]
     [False False False False False False False False  True]
     [False False False False False False False False  True]
     [False False False False False False False False  True]
     [False False False False False False False False  True]
     [False False False False False False False False  True]
     [False False False False False False False False  True]
     [False False False False False False False False False]]




.. GENERATED FROM PYTHON SOURCE LINES 88-90

.. code-block:: Python

    gpv.plot_2d(geo_model, direction=['z'])




.. image-sg:: /examples/real/images/sphx_glr_Perth_basin_001.png
   :alt: Cell Number: mid Direction: z
   :srcset: /examples/real/images/sphx_glr_Perth_basin_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f99740e9750>



.. GENERATED FROM PYTHON SOURCE LINES 91-93

.. code-block:: Python

    gp.set_topography_from_random(geo_model.grid)





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

 .. code-block:: none

    [-2800.  1000.]
    Active grids: GridTypes.OCTREE|TOPOGRAPHY|NONE

    Topography(_regular_grid=RegularGrid(resolution=array([192, 256,  64]), extent=array([ 3.37e+05,  4.00e+05,  6.64e+06,  6.71e+06, -1.80e+04,  1.00e+03]), values=array([[ 3.37164062e+05,  6.64013672e+06, -1.78515625e+04],
           [ 3.37164062e+05,  6.64013672e+06, -1.75546875e+04],
           [ 3.37164062e+05,  6.64013672e+06, -1.72578125e+04],
           ...,
           [ 3.99835938e+05,  6.70986328e+06,  2.57812500e+02],
           [ 3.99835938e+05,  6.70986328e+06,  5.54687500e+02],
           [ 3.99835938e+05,  6.70986328e+06,  8.51562500e+02]],
          shape=(3145728, 3)), mask_topo=array([], shape=(0, 3), dtype=bool), _transform=None, _base_resolution=array([6, 8, 2])), values_2d=array([[[ 3.37000000e+05,  6.64000000e+06, -8.39147067e+02],
            [ 3.37000000e+05,  6.64027451e+06, -7.87038174e+02],
            [ 3.37000000e+05,  6.64054902e+06, -7.43806087e+02],
            ...,
            [ 3.37000000e+05,  6.70945098e+06, -1.01702181e+03],
            [ 3.37000000e+05,  6.70972549e+06, -9.62665055e+02],
            [ 3.37000000e+05,  6.71000000e+06, -9.02652722e+02]],

           [[ 3.37329843e+05,  6.64000000e+06, -8.45509106e+02],
            [ 3.37329843e+05,  6.64027451e+06, -8.07154510e+02],
            [ 3.37329843e+05,  6.64054902e+06, -7.77055023e+02],
            ...,
            [ 3.37329843e+05,  6.70945098e+06, -9.91611095e+02],
            [ 3.37329843e+05,  6.70972549e+06, -9.45242811e+02],
            [ 3.37329843e+05,  6.71000000e+06, -8.97111509e+02]],

           [[ 3.37659686e+05,  6.64000000e+06, -8.25487379e+02],
            [ 3.37659686e+05,  6.64027451e+06, -7.88725276e+02],
            [ 3.37659686e+05,  6.64054902e+06, -7.43281635e+02],
            ...,
            [ 3.37659686e+05,  6.70945098e+06, -9.23235105e+02],
            [ 3.37659686e+05,  6.70972549e+06, -8.77676638e+02],
            [ 3.37659686e+05,  6.71000000e+06, -8.57097627e+02]],

           ...,

           [[ 3.99340314e+05,  6.64000000e+06, -1.26479236e+03],
            [ 3.99340314e+05,  6.64027451e+06, -1.18979385e+03],
            [ 3.99340314e+05,  6.64054902e+06, -1.13495191e+03],
            ...,
            [ 3.99340314e+05,  6.70945098e+06, -1.34370283e+03],
            [ 3.99340314e+05,  6.70972549e+06, -1.35875555e+03],
            [ 3.99340314e+05,  6.71000000e+06, -1.32592610e+03]],

           [[ 3.99670157e+05,  6.64000000e+06, -1.19395572e+03],
            [ 3.99670157e+05,  6.64027451e+06, -1.11955152e+03],
            [ 3.99670157e+05,  6.64054902e+06, -1.08116437e+03],
            ...,
            [ 3.99670157e+05,  6.70945098e+06, -1.30324540e+03],
            [ 3.99670157e+05,  6.70972549e+06, -1.32203653e+03],
            [ 3.99670157e+05,  6.71000000e+06, -1.27123499e+03]],

           [[ 4.00000000e+05,  6.64000000e+06, -1.13597243e+03],
            [ 4.00000000e+05,  6.64027451e+06, -1.06163021e+03],
            [ 4.00000000e+05,  6.64054902e+06, -1.01937065e+03],
            ...,
            [ 4.00000000e+05,  6.70945098e+06, -1.26587597e+03],
            [ 4.00000000e+05,  6.70972549e+06, -1.24971634e+03],
            [ 4.00000000e+05,  6.71000000e+06, -1.20352799e+03]]],
          shape=(192, 256, 3)), source=None, values=array([[ 3.37000000e+05,  6.64000000e+06, -8.39147067e+02],
           [ 3.37000000e+05,  6.64027451e+06, -7.87038174e+02],
           [ 3.37000000e+05,  6.64054902e+06, -7.43806087e+02],
           ...,
           [ 4.00000000e+05,  6.70945098e+06, -1.26587597e+03],
           [ 4.00000000e+05,  6.70972549e+06, -1.24971634e+03],
           [ 4.00000000e+05,  6.71000000e+06, -1.20352799e+03]],
          shape=(49152, 3)), resolution=(192, 256), raster_shape=())



.. GENERATED FROM PYTHON SOURCE LINES 94-96

.. code-block:: Python

    gpv.plot_3d(geo_model)




.. image-sg:: /examples/real/images/sphx_glr_Perth_basin_002.png
   :alt: Perth basin
   :srcset: /examples/real/images/sphx_glr_Perth_basin_002.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_3d.vista.GemPyToVista object at 0x7f99f72719b0>



.. GENERATED FROM PYTHON SOURCE LINES 97-105

.. code-block:: Python

    gp.compute_model(
        gempy_model=geo_model,
        engine_config=gp.data.GemPyEngineConfig(
            backend=gp.data.AvailableBackends.PYTORCH,
            dtype="float64",
        )
    )





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

 .. code-block:: none

    Setting Backend To: AvailableBackends.PYTORCH
    GPU requested but unavailable; falling back to CPU (GEMPY_GPU_FALLBACK=True)
    Setting Backend To: AvailableBackends.PYTORCH
    Chunking done: 10 chunks
    Chunking done: 11 chunks
    Chunking done: 7 chunks
    Chunking done: 10 chunks
    Chunking done: 9 chunks
    Chunking done: 7 chunks
    Chunking done: 7 chunks
    Chunking done: 7 chunks
    Chunking done: 8 chunks
    Chunking done: 7 chunks
    Chunking done: 61 chunks
    Chunking done: 36 chunks
    Chunking done: 48 chunks
    Chunking done: 45 chunks
    Chunking done: 36 chunks
    Chunking done: 36 chunks
    Chunking done: 36 chunks
    Chunking done: 42 chunks
    Chunking done: 36 chunks
    Chunking done: 317 chunks
    Chunking done: 19 chunks
    Chunking done: 25 chunks
    Chunking done: 23 chunks
    Chunking done: 19 chunks
    Chunking done: 19 chunks
    Chunking done: 19 chunks
    Chunking done: 22 chunks
    Chunking done: 19 chunks
    Chunking done: 163 chunks
    Chunking done: 26 chunks


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <b>Solutions:</b> 6 Octree Levels, 13 DualContouringMeshes
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 106-108

.. code-block:: Python

    gpv.plot_2d(geo_model, cell_number="mid")




.. image-sg:: /examples/real/images/sphx_glr_Perth_basin_003.png
   :alt: Cell Number: mid Direction: y
   :srcset: /examples/real/images/sphx_glr_Perth_basin_003.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f995c13ae50>



.. GENERATED FROM PYTHON SOURCE LINES 109-111

.. code-block:: Python

    gpv.plot_2d(geo_model, cell_number="mid", series_n=-1, show_scalar=True)




.. image-sg:: /examples/real/images/sphx_glr_Perth_basin_004.png
   :alt: Cell Number: mid Direction: y
   :srcset: /examples/real/images/sphx_glr_Perth_basin_004.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f995c1fb7d0>



.. GENERATED FROM PYTHON SOURCE LINES 112-114

.. code-block:: Python

    gpv.plot_2d(geo_model, cell_number=[12], direction=["y"], show_data=True, show_topography=True)




.. image-sg:: /examples/real/images/sphx_glr_Perth_basin_005.png
   :alt: Cell Number: 12 Direction: y
   :srcset: /examples/real/images/sphx_glr_Perth_basin_005.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f9990100b50>



.. GENERATED FROM PYTHON SOURCE LINES 115-116

sphinx_gallery_thumbnail_number = 6

.. GENERATED FROM PYTHON SOURCE LINES 116-116

.. code-block:: Python

    gpv.plot_3d(geo_model, show_lith=True, show_boundaries=True, show_topography=True, ve=None)


.. image-sg:: /examples/real/images/sphx_glr_Perth_basin_006.png
   :alt: Perth basin
   :srcset: /examples/real/images/sphx_glr_Perth_basin_006.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <gempy_viewer.modules.plot_3d.vista.GemPyToVista object at 0x7f99740150f0>




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

   **Total running time of the script:** (1 minutes 40.010 seconds)


.. _sphx_glr_download_examples_real_Perth_basin.py:

.. only:: html

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

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

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

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

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

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: Perth_basin.zip <Perth_basin.zip>`


.. only:: html

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

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