References

Croissant & GeoCroissant

• MLCommons Croissant
• GeoCroissant Specification v1.0
• Croissant GitHub Repository
• mlcroissant Python Library
• Croissant Editor

Metadata Standards

• schema.org Dataset
• DCAT (Data Catalog Vocabulary)
• Dublin Core Terms

Geospatial Standards

• STAC Specification
• PySTAC
• OGC Standards
• OGC Training Data Markup Language
• GeoDCAT-AP
• NASA-UMM

Cloud-Optimized Formats

• GeoParquet
• Cloud Optimized GeoTIFF
• Zarr
• HDF5
• NetCDF

Python Geospatial Stack

• GDAL
• Rasterio
• GeoPandas
• PyProj
• Shapely
• Xarray
• h5py
• rioxarray

ML Frameworks

• PyTorch
• TensorFlow
• JAX
• Hugging Face Datasets

Earth Observation Platforms

• Google Earth Engine
• NASA Earthdata
• CEDA Archive
• Copernicus Data Space

FAIR & Responsible AI

• FAIR Principles
• Group on Earth Observations (GEO)
• Croissant RAI Extension