GeoEnrich provides functionalities to enrich georeferenced events (such as species occurrences) with environmental data from satellites or models. Users can specify a geographic or temporal buffer to include data in the neighbourhood of occurrences into their analyses. Two main outputs are available: the full multidimensional data array, and a simple summary of the variable in the requested area.
Sea surface temperature, chlorophyll, and 40 other environmental variables are available natively, and others can easily be added by the user. This package is intended for large numbers of occurrences: local storage is implemented to avoid redundant requests to remote servers.
The package provides functions to retrieve occurrence data directly from GBIF, or open a custom dataset from any source. Arbitrary areas defined by the user can also be enriched.
Documentation on Read the Docs.
This project is being developed as part of the G2OI project, cofinanced by the European union, the Reunion region, and the French Republic.
Installation instructions are in the documentation, for python and R.
Jupyter Notebook tutorials are available for python and R.
Please feel free to raise issues or suggest improvements in the Issues tab.
- Export data as a raster layer.
- Enrich an area defined by a shapefile.
- Add bathymetry from GEBCO.