A suite of geostatistical tools.
Project description
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
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