geostats 0.1.0

A suite of geostatistical tools.

Geostats

This repository provides a suite of geostatistical tools, including functions to compute the ground-motion correlation structure according to the relations by Bodenmann et al. (2023), and to do Kriging interpolation.

Example

• Example 1: Ordinary Kriging using the $\rho_{E}$ correlation model by Bodenmann et al. (2023)
• Example 2: Ordinary Kriging using the $\rho_{EA}$ correlation model by Bodenmann et al. (2023)
• Example 3: Ordinary Kriging using any preferred correlation structure
• Example 4: Krige a map

Acknowledgements

• Implementation of the Kriging code benefited from Scott Brandenberg's random field python package.
• Some of the cython functions to compute ground-motion correlation are based on Lukas Bodenmann's python functions.

Citation

If you use these codes, please cite:
Renmin Pretell. (2023). RPretellD/geostats: Initial release (0.1.0). Zenodo. https://doi.org/10.5281/zenodo.10253691