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Invert4Geom

🚀 Getting started

  • Overview
  • Install
  • Quickstart
  • Citing Invert4geom

đŸšļ Tutorials

  • Tutorials
    • 1. Discretization
    • 2. Simple inversion
    • 3. Including a starting model
    • 4. Damping value cross validation
    • 5. Density contrast optimization
    • 6. Reference level optimization
    • 7. Estimating a regional field
    • 8. Combining it all
    • 9. Combining it all - Alternative density/zref optimization technique
    • 10. Uncertainty analysis

📚 How-To Guides

  • How-To Guides
    • Variable density values
    • Density inversion
    • Adhering to point measurements
    • Constraining the inversion
    • Regional field hyperparameters
    • Optimal buffer zone width

📂 Examples

  • Examples
    • Bishop Basement Model
    • CRUST1 Moho Model from Uieda et al. 2017.
    • Sub-ice shelf bathymetry

📖 API

  • API Reference
    • invert4geom.DatasetAccessorInvert4Geom
    • invert4geom.create_topography
    • invert4geom.create_model
    • invert4geom.normalized_mindist
    • invert4geom.create_data
    • invert4geom.DatasetAccessorInvert4Geom.forward_gravity
    • invert4geom.DatasetAccessorInvert4Geom.regional_separation
    • invert4geom.DatasetAccessorInvert4Geom.regional_constant
    • invert4geom.DatasetAccessorInvert4Geom.regional_filter
    • invert4geom.DatasetAccessorInvert4Geom.regional_trend
    • invert4geom.DatasetAccessorInvert4Geom.regional_eq_sources
    • invert4geom.DatasetAccessorInvert4Geom.regional_constraints
    • invert4geom.DatasetAccessorInvert4Geom.regional_constraints_cv
    • invert4geom.DatasetAccessorInvert4Geom.df
    • invert4geom.DatasetAccessorInvert4Geom.inner_df
    • invert4geom.DatasetAccessorInvert4Geom.masked_df
    • invert4geom.DatasetAccessorInvert4Geom.masked
    • invert4geom.Inversion
    • invert4geom.run_inversion_workflow
    • invert4geom.add_test_points
    • invert4geom.remove_test_points
    • invert4geom.split_test_train
    • invert4geom.random_split_test_train
    • invert4geom.kfold_df_to_lists
    • invert4geom.eq_sources_score
    • invert4geom.regional_separation_score
    • invert4geom.Inversion.gravity_score
    • invert4geom.Inversion.constraints_score
    • invert4geom.optimize_regional_filter
    • invert4geom.optimize_regional_trend
    • invert4geom.optimize_regional_eq_sources
    • invert4geom.optimize_regional_constraint_point_minimization
    • invert4geom.optimize_eq_source_params
    • invert4geom.optimal_spline_damping
    • invert4geom.Inversion.optimize_inversion_damping
    • invert4geom.Inversion.optimize_inversion_zref_density_contrast
    • invert4geom.Inversion.optimize_inversion_zref_density_contrast_kfolds
    • invert4geom.optimal_buffer
    • invert4geom.full_workflow_uncertainty_loop
    • invert4geom.merged_stats
    • invert4geom.randomly_sample_data
    • invert4geom.regional_misfit_uncertainty
    • invert4geom.DatasetAccessorInvert4Geom.plot_observed
    • invert4geom.DatasetAccessorInvert4Geom.plot_anomalies
    • invert4geom.DatasetAccessorInvert4Geom.plot_regional_separation
    • invert4geom.DatasetAccessorInvert4Geom.plot_model
    • invert4geom.plot_prism_layers
    • invert4geom.Inversion.plot_convergence
    • invert4geom.Inversion.plot_dynamic_convergence
    • invert4geom.plot_inversion_topo_results
    • invert4geom.plot_inversion_grav_results
    • invert4geom.plot_inversion_iteration_results
    • invert4geom.plot_inversion_results
    • invert4geom.plot_2_parameter_scores
    • invert4geom.plot_2_parameter_scores_uneven
    • invert4geom.plot_scores
    • invert4geom.plot_optimization_combined_slice
    • invert4geom.plot_optuna_figures
    • invert4geom.plot_stochastic_results
    • invert4geom.plot_latin_hypercube
    • invert4geom.plot_sampled_projection_2d
    • invert4geom.plot_edge_effects

â„šī¸ Other resources

  • How to contribute
  • Changelog
  • References
  • Source code on GitHub
  • Repository
  • Suggest edit
  • Open issue
  • .md

Examples

Examples#

Bishop Basement Model
CRUST1 Moho Model from Uieda et al. 2017.
Sub-ice shelf bathymetry

previous

Optimal buffer zone width

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Bishop Basement Model

By Matt Tankersley

Last updated on May 07, 2026.