Examples

Below you can find examples of how Pastas models are used for the analysis of groundwater levels. Examples in the form of Python scripts can also be found on the examples directory on GitHub.

Basics

Preprocessing user-provided time series

A basic model

Fixating parameters while fitting

Calibration

Stressmodels

Adding surface water levels

Adding pumping wells

Adding multiple wells

Adding trends

Changing response functions

Non-linear (Recharge) Models

Threshold non-linearities

Non-linear recharge models

Estimating recharge

Modeling snow

Model Evaluation

Comparing models visually

Diagnostics checking

Reducing autocorrelation

Uncertainty quantification

MCMC uncertainty

Applications

Standardized Groundwater Index

Groundwater signatures