GeoDataStructures - jejjohnson/ml4eo GitHub Wiki

A small list of resources when thinking about data structures for EO data

General Tutorials

• Data Carpentry - Rasters | Vectors | Coordinate Reference Systems
• (General Introduction)[https://openeo.org/documentation/1.0/datacubes.html#datacubes]
• Xarray DataStructures Tutorial

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COG

Below are a list of python packages that are specifically designed to handle said data structures.

Point Data

• pandas
• xarray

Vector Data

• geopandas

Rasters

• rasterio
• xarray

Raster <——> Vector

• gdf 2 xr.Dataset - GeoCube StackOverFlow
• GeoDataFrame 2 xr.Dataset - GeoCube Docs
• Grid 2 Polygon 2 Raster - GeoCube - StackOverFlow
• Multiple Polygons 2 Raster - GeoCube StackOverFlow