wangyi111/Copernicus-Bench

Dataset Card for Copernicus-Bench

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A hierarchical ML benchmark for Copernicus Sentinels, with 15 datasets spread into three task levels covering all major Sentinel missions (S1,2,3,5P).

(Officially named "Copernicus-Bench", initially named "SentinelBench")

Dataset Details

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L1: preprocessing, L2: base applications, L3: specialized applications. *: time series available.

Related Sources

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• —Repository: https://github.com/zhu-xlab/Copernicus-FM
• —Paper: https://arxiv.org/abs/2503.11849

License

See individual datasets.

Citation

@misc{wang2025unifiedcopernicusfoundationmodel,
      title={Towards a Unified Copernicus Foundation Model for Earth Vision}, 
      author={Yi Wang and Zhitong Xiong and Chenying Liu and Adam J. Stewart and Thomas Dujardin and Nikolaos Ioannis Bountos and Angelos Zavras and Franziska Gerken and Ioannis Papoutsis and Laura Leal-Taixé and Xiao Xiang Zhu},
      year={2025},
      eprint={2503.11849},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2503.11849}, 
}