dcai/references.qmd at main · ZOO-Project/dcai · GitHub

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---
title: "References"
format: html
---

## Croissant & GeoCroissant

* [MLCommons Croissant](http://mlcommons.org/croissant/)
* [GeoCroissant Specification v1.0](http://mlcommons.org/croissant/geo/1.0)
* [Croissant GitHub Repository](https://github.com/mlcommons/croissant)
* [mlcroissant Python Library](https://pypi.org/project/mlcroissant/)
* [Croissant Editor](https://huggingface.co/spaces/MLCommons/croissant-editor)

## Metadata Standards

* [schema.org Dataset](https://schema.org/Dataset)
* [DCAT (Data Catalog Vocabulary)](https://www.w3.org/TR/vocab-dcat/)
* [Dublin Core Terms](http://purl.org/dc/terms/)

## Geospatial Standards

* [STAC Specification](https://stacspec.org/)
* [PySTAC](https://pystac.readthedocs.io/)
* [OGC Standards](https://www.ogc.org/standards/)
* [OGC Training Data Markup Language](https://www.ogc.org/standard/trainingdml/)
* [GeoDCAT-AP](https://semiceu.github.io/GeoDCAT-AP/)
* [NASA-UMM](https://earthdata.nasa.gov/esdis/esco/standards-and-practices/umm-g)

## Cloud-Optimized Formats

* [GeoParquet](https://geoparquet.org/)
* [Cloud Optimized GeoTIFF](https://www.cogeo.org/)
* [Zarr](https://zarr.readthedocs.io/)
* [HDF5](https://www.hdfgroup.org/solutions/hdf5/)
* [NetCDF](https://www.unidata.ucar.edu/software/netcdf/)

## Python Geospatial Stack

* [GDAL](https://gdal.org/)
* [Rasterio](https://rasterio.readthedocs.io/)
* [GeoPandas](https://geopandas.org/)
* [PyProj](https://pyproj4.github.io/pyproj/)
* [Shapely](https://shapely.readthedocs.io/)
* [Xarray](https://xarray.pydata.org/)
* [h5py](https://www.h5py.org/)
* [rioxarray](https://corteva.github.io/rioxarray/)

## ML Frameworks

* [PyTorch](https://pytorch.org/)
* [TensorFlow](https://www.tensorflow.org/)
* [JAX](https://jax.readthedocs.io/)
* [Hugging Face Datasets](https://huggingface.co/docs/datasets/)

## Earth Observation Platforms

* [Google Earth Engine](https://earthengine.google.com/)
* [NASA Earthdata](https://earthdata.nasa.gov/)
* [CEDA Archive](https://www.ceda.ac.uk/)
* [Copernicus Data Space](https://dataspace.copernicus.eu/)

## FAIR & Responsible AI

* [FAIR Principles](https://www.go-fair.org/fair-principles/)
* [Group on Earth Observations (GEO)](https://www.earthobservations.org/)
* [Croissant RAI Extension](http://mlcommons.org/croissant/RAI/)