.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "tutorials/ch1_fundamentals/ch1_3b_cross_sections.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note Click :ref:`here ` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_tutorials_ch1_fundamentals_ch1_3b_cross_sections.py: 1.3b: 2-D sections ================== .. GENERATED FROM PYTHON SOURCE LINES 8-9 Importing .. GENERATED FROM PYTHON SOURCE LINES 9-14 .. code-block:: python3 import gempy as gp import numpy as np import matplotlib.pyplot as plt np.random.seed(1234) .. GENERATED FROM PYTHON SOURCE LINES 15-18 Setup the model --------------- .. GENERATED FROM PYTHON SOURCE LINES 20-34 .. code-block:: python3 geo_model = gp.create_model('Tutorial_ch1-1_Basics') # Importing the data from CSV-files and setting extent and resolution data_path = 'https://raw.githubusercontent.com/cgre-aachen/gempy_data/master/' gp.init_data(geo_model, [0, 2000., 0, 2000., 0, 2000.], [5, 5, 5], path_o=data_path + "/data/input_data/tut_chapter1/simple_fault_model_orientations.csv", path_i=data_path + "/data/input_data/tut_chapter1/simple_fault_model_points.csv", default_values=True) gp.map_stack_to_surfaces(geo_model, {"Fault_Series": 'Main_Fault', "Strat_Series": ('Sandstone_2', 'Siltstone', 'Shale', 'Sandstone_1', 'basement')}, remove_unused_series=True) geo_model.set_is_fault(['Fault_Series']) .. rst-class:: sphx-glr-script-out Out: .. code-block:: none Active grids: ['regular'] Fault colors changed. If you do not like this behavior, set change_color to False. .. raw:: html
order_series BottomRelation isActive isFault isFinite
Fault_Series 1 Fault True True False
Strat_Series 2 Erosion True False False


.. GENERATED FROM PYTHON SOURCE LINES 35-38 Add sections ~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 41-44 pass section dictionary with startpoint, endpoint and resolution for every section: .. GENERATED FROM PYTHON SOURCE LINES 46-51 .. code-block:: python3 section_dict = {'section1': ([0, 0], [2000, 2000], [100, 80]), 'section2': ([800, 0], [800, 2000], [150, 100]), 'section3': ([0, 200], [1500, 500], [200, 150])} # p1,p2,resolution geo_model.set_section_grid(section_dict) .. rst-class:: sphx-glr-script-out Out: .. code-block:: none Active grids: ['regular' 'sections'] .. raw:: html
start stop resolution dist
section1 [0, 0] [2000, 2000] [100, 80] 2828.43
section2 [800, 0] [800, 2000] [150, 100] 2000.00
section3 [0, 200] [1500, 500] [200, 150] 1529.71


.. GENERATED FROM PYTHON SOURCE LINES 52-55 Add topography ~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 57-59 .. code-block:: python3 geo_model.set_topography(fd=1.2, d_z=np.array([600, 2000]), resolution=np.array([50, 50])) .. rst-class:: sphx-glr-script-out Out: .. code-block:: none Active grids: ['regular' 'topography' 'sections'] Grid Object. Values: array([[ 200. , 200. , 200. ], [ 200. , 200. , 600. ], [ 200. , 200. , 1000. ], ..., [1500. , 500. , 1973.15436242], [1500. , 500. , 1986.57718121], [1500. , 500. , 2000. ]]) .. GENERATED FROM PYTHON SOURCE LINES 60-62 Active grids: .. GENERATED FROM PYTHON SOURCE LINES 64-66 .. code-block:: python3 geo_model.get_active_grids() .. rst-class:: sphx-glr-script-out Out: .. code-block:: none array(['regular', 'topography', 'sections'], dtype=' .. GENERATED FROM PYTHON SOURCE LINES 74-76 .. code-block:: python3 sol = gp.compute_model(geo_model, compute_mesh=False) .. rst-class:: sphx-glr-script-out Out: .. code-block:: none /WorkSSD/PythonProjects/gempy/gempy/core/solution.py:173: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray. self.geological_map = np.array( /WorkSSD/PythonProjects/gempy/gempy/core/solution.py:178: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray. self.sections = np.array( .. GENERATED FROM PYTHON SOURCE LINES 77-79 .. code-block:: python3 gp.plot_2d(geo_model, section_names=['topography']) .. image:: /tutorials/ch1_fundamentals/images/sphx_glr_ch1_3b_cross_sections_002.png :alt: Geological map :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out Out: .. code-block:: none .. GENERATED FROM PYTHON SOURCE LINES 80-83 .. code-block:: python3 gp.plot_2d(geo_model, section_names=['section1']) plt.show() .. image:: /tutorials/ch1_fundamentals/images/sphx_glr_ch1_3b_cross_sections_003.png :alt: section1 :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 84-85 sphinx_gallery_thumbnail_number = 4 .. GENERATED FROM PYTHON SOURCE LINES 85-90 .. code-block:: python3 gp.plot_2d(geo_model, section_names=['section1', 'section2', 'section3', 'topography'], show_topography=True) plt.show() .. image:: /tutorials/ch1_fundamentals/images/sphx_glr_ch1_3b_cross_sections_004.png :alt: section1, section2, section3, Geological map :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 91-94 Get polygons of formations in sections ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 96-98 .. code-block:: python3 from gempy.core.grid_modules import section_utils .. GENERATED FROM PYTHON SOURCE LINES 99-101 .. code-block:: python3 polygondict, cdict, extent = section_utils.get_polygon_dictionary(geo_model, 'section1') .. image:: /tutorials/ch1_fundamentals/images/sphx_glr_ch1_3b_cross_sections_005.png :alt: section1 :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 102-103 this stores the xy points in the sections for every surface. .. 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GENERATED FROM PYTHON SOURCE LINES 106-109 Look at resulting polygons: ''''''''''''''''''''''''''' .. GENERATED FROM PYTHON SOURCE LINES 111-133 .. code-block:: python3 import matplotlib.path import matplotlib.patches as patches def plot_pathdict(pathdict, cdict, extent, ax=None, surfaces=list(geo_model.surfaces.df['surface'])[:-1][::-1]): if ax == None: fig, ax = plt.subplots() for formation in surfaces: for path in pathdict.get(formation): if path !=[]: if type(path) == matplotlib.path.Path: patch = patches.PathPatch(path, fill=False, lw=1, edgecolor=cdict.get(formation, 'k')) ax.add_patch(patch) elif type(path) == list: for subpath in path: assert type(subpath == matplotlib.path.Path) patch = patches.PathPatch(subpath, fill=False, lw=1, edgecolor=cdict.get(formation, 'k')) ax.add_patch(patch) ax.set_ylim(extent[2:4]) ax.set_xlim(extent[:2]) plt.show() .. GENERATED FROM PYTHON SOURCE LINES 134-136 .. code-block:: python3 plot_pathdict(polygondict, cdict, extent) .. image:: /tutorials/ch1_fundamentals/images/sphx_glr_ch1_3b_cross_sections_006.png :alt: ch1 3b cross sections :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 137-139 .. code-block:: python3 plot_pathdict(polygondict, cdict, extent, surfaces=['basement', 'Main_Fault']) gp.save_model(geo_model) .. image:: /tutorials/ch1_fundamentals/images/sphx_glr_ch1_3b_cross_sections_007.png :alt: ch1 3b cross sections :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out Out: .. code-block:: none True .. rst-class:: sphx-glr-timing **Total running time of the script:** ( 0 minutes 7.628 seconds) .. _sphx_glr_download_tutorials_ch1_fundamentals_ch1_3b_cross_sections.py: .. only :: html .. container:: sphx-glr-footer :class: sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: ch1_3b_cross_sections.py ` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: ch1_3b_cross_sections.ipynb ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_