Project goals
- Design a comprehensive framework for geostatistics in a modern programming language.
- Address the lack of a platform for scientific comparison of different geostatistical algorithms in the literature.
- Exploit modern hardware aggressively, including GPUs and computer clusters.
- Educate people outside of the field about the existence of geostatistics.
For a guided tour, please watch our JuliaCon2021 talk and our JuliaEO2023 workshop:
Contributing and supporting
Contributions are very welcome, as are feature requests and suggestions. Please open an issue if you encounter any problems. We have written instructions to help you with the process.
GeoStats.jl was developed as part of academic research. It will always be open source and free of charge. If you would like to help support the project, please star the repository and share it with your colleagues. If you have questions, don't hesitate to ask in our community channel:
Citing
If you find GeoStats.jl useful in your work, please consider citing it:
@ARTICLE{Hoffimann2018,
title={GeoStats.jl – High-performance geostatistics in Julia},
author={Hoffimann, Júlio},
journal={Journal of Open Source Software},
publisher={The Open Journal},
volume={3},
pages={692},
number={24},
ISSN={2475-9066},
DOI={10.21105/joss.00692},
url={http://dx.doi.org/10.21105/joss.00692},
year={2018},
month={Apr}
}
Installation
Get the latest stable release with Julia's package manager:
] add GeoStats
Documentation
- STABLE — most recently tagged version of the documentation.
- LATEST — in-development version of the documentation.
Tutorials
A set of Pluto notebooks demonstrating the current functionality of the project is available in GeoStatsTutorials with an accompanying series of videos:
Used at
Contributors
This project would not be possible without the contributions of: