# 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](https://github.com/RPretellD/geostats/blob/main/Examples/Example_1.ipynb): Ordinary Kriging using the $\rho_{E}$ correlation model by Bodenmann et al. (2023)
- [Example 2](https://github.com/RPretellD/geostats/blob/main/Examples/Example_2.ipynb): Ordinary Kriging using the $\rho_{EA}$ correlation model by Bodenmann et al. (2023)
- [Example 3](https://github.com/RPretellD/geostats/blob/main/Examples/Example_3.ipynb): Ordinary Kriging using any preferred correlation structure
- [Example 4](https://github.com/RPretellD/geostats/blob/main/Examples/Example_4.ipynb): Krige a map
### Acknowledgements
- Implementation of the Kriging code benefited from Scott Brandenberg's [random field](https://github.com/sjbrandenberg/ucla_geotech_tools/tree/main/random_field) python package.
- Some of the cython functions to compute ground-motion correlation are based on Lukas Bodenmann's [python functions](https://github.com/bodlukas/ground-motion-correlation-bayes).
### Citation
If you use these codes, please cite:<br>
Renmin Pretell. (2023). RPretellD/geostats: Initial release (0.1.0). Zenodo. https://doi.org/10.5281/zenodo.10253691 <br>
[](https://zenodo.org/doi/10.5281/zenodo.10253690)
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"description": "# Geostats\r\n\r\nThis 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.\r\n\r\n\r\n### Example\r\n- [Example 1](https://github.com/RPretellD/geostats/blob/main/Examples/Example_1.ipynb): Ordinary Kriging using the $\\rho_{E}$ correlation model by Bodenmann et al. (2023)\r\n- [Example 2](https://github.com/RPretellD/geostats/blob/main/Examples/Example_2.ipynb): Ordinary Kriging using the $\\rho_{EA}$ correlation model by Bodenmann et al. (2023)\r\n- [Example 3](https://github.com/RPretellD/geostats/blob/main/Examples/Example_3.ipynb): Ordinary Kriging using any preferred correlation structure\r\n- [Example 4](https://github.com/RPretellD/geostats/blob/main/Examples/Example_4.ipynb): Krige a map\r\n\r\n\r\n### Acknowledgements\r\n- Implementation of the Kriging code benefited from Scott Brandenberg's [random field](https://github.com/sjbrandenberg/ucla_geotech_tools/tree/main/random_field) python package.\r\n- Some of the cython functions to compute ground-motion correlation are based on Lukas Bodenmann's [python functions](https://github.com/bodlukas/ground-motion-correlation-bayes).\r\n\r\n\r\n### Citation\r\nIf you use these codes, please cite:<br>\r\nRenmin Pretell. (2023). RPretellD/geostats: Initial release (0.1.0). Zenodo. https://doi.org/10.5281/zenodo.10253691 <br>\r\n\r\n[](https://zenodo.org/doi/10.5281/zenodo.10253690)\r\n",
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