Delta Hydro

pyEMU

Active

Python framework for PEST/PEST++ workflows — programmatic setup, ensembles and uncertainty analysis.

Pricing
Open Source
License
BSD-3-Clause
Commercial use
Permitted
Ecosystem
Python, PEST++, FloPy
Platform
Windows, macOS, Linux

Install

pip install pyemu

About pyEMU

pyEMU wraps the PEST and PEST++ ecosystems in Python: build high-dimensional parameterisations programmatically (pilot points and multipliers straight from FloPy models), run linear (FOSM) and ensemble-based uncertainty analyses, manage observation weights, and post-process results into pandas and matplotlib.

The FloPy-to-pyEMU-to-PEST++ pipeline has become the reference open workflow for decision-support groundwater modelling — the approach taught in USGS and GMDSI training. If you calibrate models more than once a year, learning it repays quickly.

Where it fits in the workflow

TerrainCatchmentRainfallRunoffRoutingHydraulicsMappingReporting

Appears in collections

Alternatives to pyEMU

Ranked by the topics, categories and workflow stages they share with pyEMU.

FloPy

Open SourceVerified

The Python interface to MODFLOW — build, run and post-process groundwater models entirely in code.

Groundwater & HydrogeologyActiveMODFLOWGroundwater Modelling

MODFLOW 6

Gov-PublicVerified

The USGS groundwater model — the world standard for aquifer simulation, rebuilt as a modular multi-model framework.

Groundwater & HydrogeologyActiveMODFLOWGroundwater Modelling

ModelMuse

Gov-Public

The USGS's free graphical interface for MODFLOW — grid-independent model design without a commercial GUI.

Groundwater & HydrogeologyActiveMODFLOWGroundwater Modelling

PEST

Free

Model-independent parameter estimation and uncertainty analysis — the calibration standard for groundwater models.

Groundwater & HydrogeologyActiveGroundwater ModellingMODFLOW