EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification M Schneider, A Broszeit, M Körner Proceedings of the Conference on Big Data from Space (BiDS), 125-128, 2021 | 19 | 2021 |
EuroCrops: The Largest Harmonized Open Crop Dataset Across the European Union M Schneider, T Schelte, F Schmitz, M Körner Scientific Data 10 (1), 612, 2023 | 7* | 2023 |
Challenges and Opportunities of Large Transnational Datasets: A Case Study on European Administrative Crop Data M Schneider, C Marchington, M Körner Workshop on Broadening Research Collaborations in ML (NeurIPS 2022), 2022 | 5 | 2022 |
Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data V Barriere, M Claverie, M Schneider, G Lemoine, R d'Andrimont Remote Sensing of Environment 305, 2024 | 2 | 2024 |
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring M Schneider, M Körner IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 5385-5388, 2022 | 2 | 2022 |
[Re] Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention M Schneider, M Körner ReScience C 7 (2), 2021 | 2 | 2021 |
XAI for Early Crop Classification AX Chan, M Schneider, M Körner IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023 | 1 | 2023 |
Advancing Transnational Assessments of Biodiversity Drivers in European Agriculture with an Updated Hierarchical Crop and Agriculture Taxonomy (HCAT) M Schneider, D Gackstetter, J Prexl, ST Meyer, M Körner PREPRINT Research Square, 2024 | | 2024 |
Geodata Discoverability B Bucher, M Grudzień, N Delattre, JE Paradell, E Folmer, A Garrone, ... Joint Workshop of EuroGeographics and EuroSDR, 2023 | | 2023 |
Automatic Shadow Detection and Removal in Aerial and Satellite Imagery using CNNs M Schneider Technical University of Munich, 2020 | | 2020 |