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Technical University of Munich

EuroCrops

EuroCrops is a dataset collection combining all publicly available self-declared crop reporting datasets from countries of the European Union. The project is funded by the German Space Agency at DLR on behalf of the Federal Ministry for Economic Affairs and Climate Action (BMWK). This work is licensed under a Creative Commons Attribution 4.0 International License.

Project Goals and Schedule

Press Releases

Publications

  • Schneider, Maja; Gackstetter, David; Prexl, Jonathan; Meyer, Sebastian T.; Körner, Marco: Advancing Transnational Assessments of Biodiversity Drivers in European Agriculture with an Updated Hierarchical Crop and Agriculture Taxonomy (HCAT). npj Sustainable Agriculture 3, 2025 more… Full text ( DOI )
  • Chan, Ayshah; Körner, Marco: Knowledge Distillation from Big Administrative Data. EO for Agriculture Under Pressure Workshop, 2024 more…
  • Schneider, Maja; Schelte, Tobias; Schmitz, Felix; Körner, Marco: EuroCrops: The Largest Harmonized Open Crop Dataset Across the European Union. Nature Scientific Data 10 (1), 2023 more… Full text ( DOI )
  • Chan, Ayshah Xuan; Schneider, Maja; Körner, Marco: XAI for Early Crop Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023 more…
  • Schneider, Maja; Körner, Marco: Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, 2022 more… Full text ( DOI )
  • Schneider, Maja; Marchington, Christian; Körner, Marco: Challenges and Opportunities of Large Transnational Datasets: A Case Study on European Administrative Crop Data. Workshop on Broadening Research Collaborations, 2022Advances in Neural Information Processing Systems (NeurIPS) more… Full text ( DOI )
  • Schneider, Maja; Körner, Marco: [Re] Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention. ReScience C 7 (2), 2021 more… Full text ( DOI ) Full text (mediaTUM)
  • Schneider, Maja; Broszeit, Amelie; Körner, Marco: EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification. Proceedings of the 2021 Conference on Big Data from Space (BiDS '21), Publications Office of the European Union, 2021, 125-128 more… Full text ( DOI ) Full text (mediaTUM)
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