Examples Gallery#

This gallery contains comprehensive examples demonstrating the capabilities of PyHydroGeophysX for integrating hydrological model outputs with geophysical forward modeling and inversion.

The examples are organized to show the complete workflow from loading hydrological model data to performing geophysical inversions:

Data Processing:

Ex_ERT_data_process.py: Loading, quality control, and exporting field ERT data from commercial instruments (E4D, Syscal, ABEM, etc.) using RESIPY integration

Basic Examples:

Ex_model_output.py: Loading and processing MODFLOW and ParFlow model outputs
Ex_ERT_workflow.py: Workflow for integrating hydrological model outputs with ERT forward modeling and inversion

Time-Lapse Analysis:

Ex_Time_lapse_measurement.py: Creating synthetic time-lapse ERT measurements
Ex_TL_inversion.py: Time-lapse ERT inversion techniques
Ex_structure_TLresinv.py: Structure-constrained time-lapse inversion

Seismic Methods:

EX_SRT_forward.py: Seismic refraction tomography (SRT) forward modeling
EX_SRT_inv.py: Seismic refraction tomography (SRT) inversion and analysis

Advanced Applications:

Ex_Structure_resinv.py: Structure-constrained resistivity inversion
Ex_joint_inversion.py: Joint ERT-SRT inversion with cross-gradient coupling and geostatistical regularization
Ex_MC_Hydro.py: Monte Carlo uncertainty quantification for water content estimation

Each example includes detailed comments and demonstrates best practices for watershed geophysical monitoring applications.