1.4: Unconformity relationships

# sphinx_gallery_thumbnail_number = 2

Importing gempy

import gempy as gp
import gempy_viewer as gpv

# Aux imports
import numpy as np
import os

from gempy_engine.config import AvailableBackends

np.random.seed(1515)

We import a model from an existing folder, representing a subduction zone with onlap relationships.

data_path = os.path.abspath('../../')

geo_model: gp.data.GeoModel = gp.create_geomodel(
    project_name='Onlap_relations',
    extent=[-200, 1000, -500, 500, -1000, 0],
    resolution=[50, 50, 50],
    refinement=6,
    importer_helper=gp.data.ImporterHelper(
        path_to_orientations=data_path + "/data/input_data/tut-ch1-4/tut_ch1-4_orientations.csv",
        path_to_surface_points=data_path + "/data/input_data/tut-ch1-4/tut_ch1-4_points.csv",
    )
)

gp.set_topography_from_random(grid=geo_model.grid, d_z=np.array([-600, -100]))

Active grids: GridTypes.NONE|TOPOGRAPHY|DENSE

<gempy.core.data.grid_modules.topography.Topography object at 0x7f87dbec9ed0>

gpv.plot_2d(geo_model)

<gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f881e5dbf40>

Raw structural frame

geo_model.structural_frame

Structural Groups:	StructuralGroup: Name: default_formation Structural Relation: StackRelationType.ERODE Elements: StructuralElement: Name: onlap_surface StructuralElement: Name: rock1 StructuralElement: Name: rock2 StructuralElement: Name: rock3 StructuralElement: Name: seafloor
Fault Relations:	default_fo... default_formation
	True False

geo_model.input_transform.apply_anisotropy(gp.data.GlobalAnisotropy.NONE)
gp.add_structural_group(
    model=geo_model,
    group_index=0,
    structural_group_name="seafloor_series",
    elements=[geo_model.structural_frame.get_element_by_name("seafloor")],
    structural_relation=gp.data.StackRelationType.ERODE,
)

gp.add_structural_group(
    model=geo_model,
    group_index=1,
    structural_group_name="right_series",
    elements=[
        geo_model.structural_frame.get_element_by_name("rock1"),
        geo_model.structural_frame.get_element_by_name("rock2"),
    ],
    structural_relation=gp.data.StackRelationType.ONLAP
)

gp.add_structural_group(
    model=geo_model,
    group_index=2,
    structural_group_name="onlap_series",
    elements=[geo_model.structural_frame.get_element_by_name("onlap_surface")],
    structural_relation=gp.data.StackRelationType.ERODE
)

gp.add_structural_group(
    model=geo_model,
    group_index=3,
    structural_group_name="left_series",
    elements=[geo_model.structural_frame.get_element_by_name("rock3")],
    structural_relation=gp.data.StackRelationType.BASEMENT
)

gp.remove_structural_group_by_name(model=geo_model, group_name="default_formation")

# Final structural frame
geo_model.structural_frame

Structural Groups:	StructuralGroup: Name: seafloor_series Structural Relation: StackRelationType.ERODE Elements: StructuralElement: Name: seafloor StructuralGroup: Name: right_series Structural Relation: StackRelationType.ONLAP Elements: StructuralElement: Name: rock1 StructuralElement: Name: rock2 StructuralGroup: Name: onlap_series Structural Relation: StackRelationType.ERODE Elements: StructuralElement: Name: onlap_surface StructuralGroup: Name: left_series Structural Relation: StackRelationType.BASEMENT Elements: StructuralElement: Name: rock3
Fault Relations:	seafloor_s... right_seri... onlap_seri... left_serie... seafloor_series right_series onlap_series left_series
	True False

s = gp.compute_model(
    gempy_model=geo_model,
    engine_config=gp.data.GemPyEngineConfig(
        backend=AvailableBackends.PYTORCH
    )
)

Setting Backend To: AvailableBackends.PYTORCH
Chunking done: 6 chunks
Chunking done: 7 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: 7 chunks

gpv.plot_2d(geo_model, show_data=True)
gpv.plot_3d(
    model=geo_model,
    show_surfaces=True,
    show_data=True,
    image=True,
    show_topography=True,
    kwargs_plot_structured_grid={'opacity': .2}
)

<gempy_viewer.modules.plot_3d.vista.GemPyToVista object at 0x7f881e5dbac0>

gpv.plot_2d(
    model=geo_model,
    cell_number=2,
    override_regular_grid=geo_model.solutions.raw_arrays.mask_matrix[0],
    show_data=True, kwargs_lithology={'cmap': 'gray', 'norm': None}
)

gpv.plot_2d(
    model=geo_model,
    cell_number=2,
    override_regular_grid=geo_model.solutions.raw_arrays.mask_matrix[1],
    show_data=True, kwargs_lithology={'cmap': 'gray', 'norm': None}
)

gpv.plot_2d(
    model=geo_model,
    cell_number=2,
    override_regular_grid=geo_model.solutions.raw_arrays.mask_matrix[2],
    show_data=True, kwargs_lithology={'cmap': 'gray', 'norm': None}
)

gpv.plot_2d(
    model=geo_model,
    cell_number=2,
    override_regular_grid=geo_model.solutions.raw_arrays.mask_matrix[3],
    show_data=True, kwargs_lithology={'cmap': 'gray', 'norm': None}
)

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<gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f8774705ae0>

gpv.plot_2d(
    model=geo_model,
    cell_number=2,
    override_regular_grid=geo_model.solutions.raw_arrays.mask_matrix_squeezed[0],
    show_data=True, kwargs_lithology={'cmap': 'gray', 'norm': None}
)

gpv.plot_2d(
    model=geo_model,
    cell_number=2,
    override_regular_grid=geo_model.solutions.raw_arrays.mask_matrix_squeezed[1],
    show_data=True, kwargs_lithology={'cmap': 'gray', 'norm': None}
)

gpv.plot_2d(
    model=geo_model,
    cell_number=2,
    override_regular_grid=geo_model.solutions.raw_arrays.mask_matrix_squeezed[2],
    show_data=True, kwargs_lithology={'cmap': 'gray', 'norm': None}
)

gpv.plot_2d(
    model=geo_model,
    cell_number=2,
    override_regular_grid=geo_model.solutions.raw_arrays.mask_matrix_squeezed[3],
    show_data=True, kwargs_lithology={'cmap': 'gray', 'norm': None}
)

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<gempy_viewer.modules.plot_2d.visualization_2d.Plot2D object at 0x7f87d3e6a3b0>