gempy
gempy.core.model.Project
gempy.core.model.Project.add_featuresgempy.core.model.Project.add_orientationsgempy.core.model.Project.add_seriesgempy.core.model.Project.add_surface_pointsgempy.core.model.Project.add_surface_valuesgempy.core.model.Project.add_surfacesgempy.core.model.Project.delete_featuresgempy.core.model.Project.delete_orientationsgempy.core.model.Project.delete_seriesgempy.core.model.Project.delete_surface_pointsgempy.core.model.Project.delete_surface_points_basementgempy.core.model.Project.delete_surface_valuesgempy.core.model.Project.delete_surfacesgempy.core.model.Project.get_active_gridsgempy.core.model.Project.get_additional_datagempy.core.model.Project.get_datagempy.core.model.Project.load_model_picklegempy.core.model.Project.map_geometric_data_dfgempy.core.model.Project.map_series_to_surfacesgempy.core.model.Project.map_stack_to_surfacesgempy.core.model.Project.modify_kriging_parametersgempy.core.model.Project.modify_optionsgempy.core.model.Project.modify_order_featuresgempy.core.model.Project.modify_order_seriesgempy.core.model.Project.modify_order_surfacesgempy.core.model.Project.modify_orientationsgempy.core.model.Project.modify_rescaling_parametersgempy.core.model.Project.modify_surface_pointsgempy.core.model.Project.modify_surface_valuesgempy.core.model.Project.new_modelgempy.core.model.Project.read_datagempy.core.model.Project.rename_featuresgempy.core.model.Project.rename_seriesgempy.core.model.Project.rename_surfacesgempy.core.model.Project.rename_featuresgempy.core.model.Project.reorder_seriesgempy.core.model.Project.save_modelgempy.core.model.Project.savel_model_picklegempy.core.model.Project.save_solutiongempy.core.model.Project.set_active_gridgempy.core.model.Project.set_bottom_relationgempy.core.model.Project.set_centered_gridgempy.core.model.Project.set_custom_gridgempy.core.model.Project.set_default_orientationgempy.core.model.Project.set_default_surface_pointgempy.core.model.Project.set_default_surfacesgempy.core.model.Project.set_extentgempy.core.model.Project.set_fault_objectgempy.core.model.Project.set_fault_relationgempy.core.model.Project.set_grid_objectgempy.core.model.Project.set_is_faultgempy.core.model.Project.set_is_finite_faultgempy.core.model.Project.set_orientationsgempy.core.model.Project.set_orientations_objectgempy.core.model.Project.set_regular_gridgempy.core.model.Project.set_section_gridgempy.core.model.Project.set_series_objectgempy.core.model.Project.set_surface_order_from_solutiongempy.core.model.Project.set_surface_pointsgempy.core.model.Project.set_surface_points_objectgempy.core.model.Project.set_surface_valuesgempy.core.model.Project.set_surfaces_objectgempy.core.model.Project.set_theano_functiongempy.core.model.Project.set_theano_graphgempy.core.model.Project.set_topographygempy.core.model.Project.update_additional_datagempy.core.model.Project.update_from_gridgempy.core.model.Project.update_from_seriesgempy.core.model.Project.update_from_surfacesgempy.core.model.Project.update_structuregempy.core.model.Project.update_to_interpolatorgempy.core.model.Project.additional_datagempy.core.model.Project.faultsgempy.core.model.Project.gridgempy.core.model.Project.interpolatorgempy.core.model.Project.orientationsgempy.core.model.Project.rescalinggempy.core.model.Project.seriesgempy.core.model.Project.stackgempy.core.model.Project.surface_pointsgempy.core.model.Project.surfaces
gempy.core.model.ImplicitCoKriging
gempy.core.model.ImplicitCoKriging.add_featuresgempy.core.model.ImplicitCoKriging.add_orientationsgempy.core.model.ImplicitCoKriging.add_seriesgempy.core.model.ImplicitCoKriging.add_surface_pointsgempy.core.model.ImplicitCoKriging.add_surface_valuesgempy.core.model.ImplicitCoKriging.add_surfacesgempy.core.model.ImplicitCoKriging.delete_featuresgempy.core.model.ImplicitCoKriging.delete_orientationsgempy.core.model.ImplicitCoKriging.delete_seriesgempy.core.model.ImplicitCoKriging.delete_surface_pointsgempy.core.model.ImplicitCoKriging.delete_surface_points_basementgempy.core.model.ImplicitCoKriging.delete_surface_valuesgempy.core.model.ImplicitCoKriging.delete_surfacesgempy.core.model.ImplicitCoKriging.get_active_gridsgempy.core.model.ImplicitCoKriging.map_geometric_data_dfgempy.core.model.ImplicitCoKriging.map_series_to_surfacesgempy.core.model.ImplicitCoKriging.map_stack_to_surfacesgempy.core.model.ImplicitCoKriging.modify_kriging_parametersgempy.core.model.ImplicitCoKriging.modify_optionsgempy.core.model.ImplicitCoKriging.modify_order_featuresgempy.core.model.ImplicitCoKriging.modify_order_seriesgempy.core.model.ImplicitCoKriging.modify_order_surfacesgempy.core.model.ImplicitCoKriging.modify_orientationsgempy.core.model.ImplicitCoKriging.modify_rescaling_parametersgempy.core.model.ImplicitCoKriging.modify_surface_pointsgempy.core.model.ImplicitCoKriging.modify_surface_valuesgempy.core.model.ImplicitCoKriging.rename_featuresgempy.core.model.ImplicitCoKriging.rename_seriesgempy.core.model.ImplicitCoKriging.rename_surfacesgempy.core.model.ImplicitCoKriging.reorder_featuresgempy.core.model.ImplicitCoKriging.reorder_seriesgempy.core.model.ImplicitCoKriging.set_active_gridgempy.core.model.ImplicitCoKriging.set_bottom_relationgempy.core.model.ImplicitCoKriging.set_centered_gridgempy.core.model.ImplicitCoKriging.set_custom_gridgempy.core.model.ImplicitCoKriging.set_default_orientationgempy.core.model.ImplicitCoKriging.set_default_surface_pointgempy.core.model.ImplicitCoKriging.set_default_surfacesgempy.core.model.ImplicitCoKriging.set_extentgempy.core.model.ImplicitCoKriging.set_fault_objectgempy.core.model.ImplicitCoKriging.set_fault_relationgempy.core.model.ImplicitCoKriging.set_grid_objectgempy.core.model.ImplicitCoKriging.set_is_faultgempy.core.model.ImplicitCoKriging.set_is_finite_faultgempy.core.model.ImplicitCoKriging.set_orientationsgempy.core.model.ImplicitCoKriging.set_orientations_objectgempy.core.model.ImplicitCoKriging.set_regular_gridgempy.core.model.ImplicitCoKriging.set_section_gridgempy.core.model.ImplicitCoKriging.set_series_objectgempy.core.model.ImplicitCoKriging.set_surface_order_from_solutiongempy.core.model.ImplicitCoKriging.set_surface_pointsgempy.core.model.ImplicitCoKriging.set_surface_points_objectgempy.core.model.ImplicitCoKriging.set_surface_valuesgempy.core.model.ImplicitCoKriging.set_surfaces_objectgempy.core.model.ImplicitCoKriging.set_theano_functiongempy.core.model.ImplicitCoKriging.set_theano_graphgempy.core.model.ImplicitCoKriging.set_topographygempy.core.model.ImplicitCoKriging.update_additional_datagempy.core.model.ImplicitCoKriging.update_from_gridgempy.core.model.ImplicitCoKriging.update_from_seriesgempy.core.model.ImplicitCoKriging.update_from_surfacesgempy.core.model.ImplicitCoKriging.update_structuregempy.core.model.ImplicitCoKriging.update_to_interpolatorgempy.core.model.ImplicitCoKriging.additional_datagempy.core.model.ImplicitCoKriging.faultsgempy.core.model.ImplicitCoKriging.gridgempy.core.model.ImplicitCoKriging.interpolatorgempy.core.model.ImplicitCoKriging.orientationsgempy.core.model.ImplicitCoKriging.rescalinggempy.core.model.ImplicitCoKriging.seriesgempy.core.model.ImplicitCoKriging.stackgempy.core.model.ImplicitCoKriging.surface_pointsgempy.core.model.ImplicitCoKriging.surfaces
gempy.core.data_modules.stack.Stack
gempy.core.data_modules.stack.Series
gempy.core.data_modules.stack.Faults
gempy.core.data.Surfaces
gempy.core.data.Structure
gempy.core.data.KrigingParameters
gempy.core.data.Options
gempy.core.data.AdditionalData
gempy.core.data.Grid
gempy.core.grid_modules.grid_types.RegularGrid
gempy.core.grid_modules.grid_types.CustomGrid
gempy.core.grid_modules.topography.Topography
gempy.core.grid_modules.grid_types.Sections
gempy.core.grid_modules.grid_types.CenteredGrid
gempy.core.data_modules.geometric_data.SurfacePoints
gempy.core.data_modules.geometric_data.Orientations
gempy.core.interpolator.InterpolatorModel
gempy.core.interpolator.InterpolatorModel.calculate_Vgempy.core.interpolator.InterpolatorModel.calculate_tzgempy.core.interpolator.InterpolatorModel.compile_th_fn_geogempy.core.interpolator.InterpolatorModel.crate_theano_graphgempy.core.interpolator.InterpolatorModel.get_python_input_blockgempy.core.interpolator.InterpolatorModel.modify_results_matrices_progempy.core.interpolator.InterpolatorModel.modify_results_weightsgempy.core.interpolator.InterpolatorModel.print_theano_sharedgempy.core.interpolator.InterpolatorModel.remove_series_without_datagempy.core.interpolator.InterpolatorModel.reset_flow_control_initial_resultsgempy.core.interpolator.InterpolatorModel.set_all_shared_parametersgempy.core.interpolator.InterpolatorModel.set_flow_controlgempy.core.interpolator.InterpolatorModel.set_initial_resultsgempy.core.interpolator.InterpolatorModel.set_initial_results_matricesgempy.core.interpolator.InterpolatorModel.set_theano_graphgempy.core.interpolator.InterpolatorModel.set_theano_shared_Vs_kernelgempy.core.interpolator.InterpolatorModel.set_theano_shared_fault_relationgempy.core.interpolator.InterpolatorModel.set_theano_shared_faultsgempy.core.interpolator.InterpolatorModel.set_theano_shared_gravitygempy.core.interpolator.InterpolatorModel.set_theano_shared_gridgempy.core.interpolator.InterpolatorModel.set_theano_shared_is_faultgempy.core.interpolator.InterpolatorModel.set_theano_shared_is_finitegempy.core.interpolator.InterpolatorModel.set_theano_shared_kriginggempy.core.interpolator.InterpolatorModel.set_theano_shared_l0_l1gempy.core.interpolator.InterpolatorModel.set_theano_shared_loopgempy.core.interpolator.InterpolatorModel.set_theano_shared_magnetic_ctsgempy.core.interpolator.InterpolatorModel.set_theano_shared_magneticsgempy.core.interpolator.InterpolatorModel.set_theano_shared_nuggetsgempy.core.interpolator.InterpolatorModel.set_theano_shared_onlap_erodegempy.core.interpolator.InterpolatorModel.set_theano_shared_pos_densitygempy.core.interpolator.InterpolatorModel.set_theano_shared_pos_magneticsgempy.core.interpolator.InterpolatorModel.set_theano_shared_relationsgempy.core.interpolator.InterpolatorModel.set_theano_shared_structuregempy.core.interpolator.InterpolatorModel.set_theano_shared_structure_surfacesgempy.core.interpolator.InterpolatorModel.set_theano_shared_topologygempy.core.interpolator.InterpolatorModel.set_theano_shared_tz_kernelgempy.core.interpolator.InterpolatorModel.set_theano_shared_weights
gempy.core.interpolator.InterpolatorGravity
gempy.core.solution.Solution

orientations

Gempy中的orientations指的是岩石层内的摆向和倾向,也就是地球科学中的strike和dip。这些信息通常是通过地质测量来获取。在Gempy中,orientations是指定在模型中的岩层离散网格点处的strike和dip。

orientations与其他类型的数据(如点数据和面数据)不同,特别之处在于它们指定了地质学家已知的到达顺序,也就是在地质层中的不同方向。这意味着使用orientations可以更好地约束地质模型。

在Gempy中,orientations可以通过不同的方式指定,包括从文件读取、手动定义等。

用法示例

下面是指定orientations的一些示例代码:

import gempy as gp
import pandas as pd

# 从CSV文件中读取orientations
ori_data = pd.read_csv('orientations.csv')
geo_model = gp.create_model('new_model')
gp.init_data(geo_model, ori_data)

# 手动指定orientations
gp.set_orientation(geo_model, 10, 20, 0, 'simple', [1, 0, 0])

在上述示例中,ori_data是一个包含orientations信息的CSV文件,geo_model是新建的地质模型,gp.init_data函数用于初始化数据。gp.set_orientation函数可以手动设置一个网格点的orientation

可选参数

在Gempy中,可以使用set_orientation函数来手动指定一个网格点的orientation。该函数有以下参数:

  • geo_model: 地质模型实例;
  • X: 网格点的x坐标;
  • Y: 网格点的y坐标;
  • Z: 网格点的z坐标;
  • type: 指定orientation类型;
  • orientation: 一个三元素列表,包含strike、dip和roll值(注意这里的顺序不同于地质学中的顺序)。

type参数可以指定以下可选类型:

  • 'polarity': 使用侧向振荡的极性约束(即垂直于岩层);
  • 'dip_position': 使用垂直该地层的正常矢量;
  • 'azimuth': [strike, dip]代表具有方位角度的轴,该轴的方向为其x和y方向,允许回转roll;
  • 'position': [strike, dip, roll]表示具有坐标中的给定方向的轴。

结论

orientations对于在Gempy中建立地质模型非常重要,它允许用户更好地约束模型以反映真实地质结构。Gempy提供了几种方式来指定orientations,包括从文件读取和手动指定。在使用Gempy建模时,使用正确的orientations会极大地提高模型的准确性和可靠性。