Getting Started#

Hydrology to geophysics workflow diagram

PyHydroGeophysX connects hydrologic model outputs to petrophysical models, then into geophysical forward modeling and inversion. The goal is a repeatable workflow you can apply to field or synthetic data.

Install#

Start with the full installation guide at Installation.

pip install pyhydrogeophysx

First Run#

Verify the install and load a small output slice.

import PyHydroGeophysX as phg
from PyHydroGeophysX.model_output import MODFLOWWaterContent

print(phg.__version__)
wc = MODFLOWWaterContent("model_dir", idomain).load_timestep(0)

First Workflow#

A common first workflow is field ERT QC and export for inversion.

from PyHydroGeophysX.data_processing.ert_data_agent import (
    load_ert_resipy, qc_and_visualize, export_for_inversion
)

ert = load_ert_resipy(
    project_dir="data/ERT/E4D",
    data_file="data/ERT/E4D/2021-10-08_1400.ohm",
    instrument="E4D"
)

qc_and_visualize(ert, outdir="results/ert_qc")
export_for_inversion(ert, outdir="results/ert_qc", fmt="pgimli")

Where to Go Next#

Tutorials

Field ERT Data QC

Best examples