Collected publications and code repositories from the PreTrainAppEO ("Pre-Training Applicability in Earth Observation") research project.
📓 Reuss, J., Macdonald, J., Becker, S. et al. The EuroCropsML time series benchmark dataset for few-shot crop type classification in Europe. Sci Data 12, 664 (2025). https://doi.org/10.1038/s41597-025-04952-7
- 🔗 eurocropsml
Benchmark dataset for few-shot crop type classification.
📓 Reuss, J., Macdonald, J., Becker, S. et al. Benchmarking for practice: Few-shot time-series crop-type classification on the EuroCropsML dataset. ISPRS Open Journal of Photogrammetry and Remote Sensing 19 (2026). https://doi.org/10.1016/j.ophoto.2026.100117.
-
🔗 eurocropsml-meta-learning
Meta-learning for crop type classification transfer learning. -
🔗 eurocropsml-ssl
Self-supervised-learning for crop type classification transfer learning.