Abstract
AbstractEuroCrops contains geo-referenced polygons of agricultural croplands from 16 countries of the European Union (EU) as well as information on the respective crop species grown there. These semantic annotations are derived from self-declarations by farmers receiving subsidies under the common agricultural policy (CAP) of the European Commission (EC). Over the last 1.5 years, the individual national crop datasets have been manually collected, the crop classes have been translated into the English language and transferred into the newly developed hierarchical crop and agriculture taxonomy (HCAT). EuroCrops is publicly available under continuous improvement through an active user community.
Publisher
Springer Science and Business Media LLC
Subject
Library and Information Sciences,Statistics, Probability and Uncertainty,Computer Science Applications,Education,Information Systems,Statistics and Probability
Reference20 articles.
1. Schneider, M., Broszeit, A. & Körner, M. EuroCrops: A pan-european dataset for time series crop type classification. In Soille, P., Loekken, S. & Albani, S. (eds.) Proceedings of the Conference on Big Data from Space (BiDS), https://doi.org/10.2760/125905 (Publications Office of the European Union, 2021).
2. Schneider, M. & Körner, M. TinyEuroCrops, https://doi.org/10.14459/2021MP1615987 (2021).
3. Rußwurm, M., Pelletier, C., Zollner, M., Lefèvre, S. & Körner, M. Breizhcrops: A time series dataset for crop type mapping. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B2-2020, 1545–1551, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1545-2020 (2020).
4. Turkoglu, M. O. et al. Crop mapping from image time series: Deep learning with multi-scale label hierarchies. Remote Sensing of Environment 264, 112603, https://doi.org/10.1016/j.rse.2021.112603 (2021).
5. Tseng, G., Zvonkov, I., Nakalembe, C. L. & Kerner, H. Cropharvest: A global dataset for crop-type classification. In Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2) (2021).
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