GeoKrige is a Python package designed for spatial interpolation using Kriging Methods. While primarily tailored for geospatial analysis, it is equally applicable to other spatial analysis tasks.
Project description
For comprehensive documentation, please visit the readthedocs webpage.
What is GeoKrige?
GeoKrige is a Python package designed for spatial interpolation using Kriging Methods. While primarily tailored for geospatial analysis, it is equally applicable to other spatial analysis tasks.
GeoKrige simplifies kriging interpolation, offering an intuitive interface akin to the SciKit-learn
package.
Key Features of GeoKrige
- Seamless integration with the
GeoPandas
andrasterio
packages - Generation of interpolated mesh grids aligned with the boundaries of provided shapefiles (ideal for creating interpolation maps)
- Evaluation tool for created kriging models
- Support for multidimensional interpolation (Multidimensional Kriging)
- Several default variogram models, flexibility for users to define custom models
Contribution
There are few topics to which you can contribute:
- implementing the Universal Kriging method
- creating unit tests
- designing a cool-looking logo :)
If you have other ideas on how to improve the package, feel free to share them in the Ideas sction
Support
Please, use the Q&A section
in case you need a help.
Project details
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