pastas-data

This repository contains several datasets to serve as examples for Pastas. Each dataset is contained in an individual folder. The data itself is stored as csv-files.

Example Usage

The datasets may be obtained through Pastas (version 1.5 or higher) using the following code:

import pastas as ps

data = ps.load_dataset("collenteur_2023")  # returns a dictionary
data["heads"]  # extract the heads

Datasets

The following datasets are currently available:

• "vonk_2024": synthetic head data from a MODFLOW model (Vonk et al., 2024)
• "collenteur_2023": heads and stresses from Switzerland (Collenteur et al., 2023)
• "collenteur_2021": timesteps of irregular (Collenteur, 2021)
• "collenteur_2019": head, rain and evaporation time series from example 1 in (Collenteur et al. 2019)
• "spek_2017": heads and stresses from The Netherlands (van der Spek, 2017)

See the individual subfolders for more information on each dataset.

Notes for adding new datasets

• each dataset is contained in a folder with the name of that dataset
• each csv-file has to have a a format where the first row is the header and the first column the index of a Pandas DataFrame
• each dataset should preferably be related to a scientific publication