Gackstetter, David;Yu, Kang;Körner, Marco
Self-Attention and Frequency-Augmentation for Unsupervised Domain Adaptation in Satellite Image-based Time Series Classification
ISPRS Journal of Photogrammetry and Remote Sensing (P&RS)
2025

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
2025
3

Chan, Ayshah;Körner, Marco
Knowledge Distillation from Big Administrative Data
EO for Agriculture Under Pressure Workshop
2024

Engel, Michael;Kunz, Stefan;Wetzel, Maria;Körner, Marco
Multiresolution Analysis-based Assessment of Agricultural Effects on Groundwater Levels
EO for Agriculture Under Pressure Workshop
2024

Gackstetter, David;Körner, Marco;Kang, Yu
Approaching Holistic Crop Type Mapping in Europe through Winter Vegetation Classification and the Hierarchical Crop and Agriculture Taxonomy
International Journal of Applied Earth Observation and Geoinformation
2024
134
1--16

Huang, Hai;Hild, Kevin;Wang, Yixuan;Körner, Marco;Mayer, Helmut
Data on Demand: Automatic Generation of Customized Datasets for the Training of Building Detection in Remote Sensing Imagery
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
2024

Engel, Michael;Körner, Marco
Sentinel-2 Tiling Scheme Grid-Overlay for Efficient I/O-Operations Based on Spherical Voronoi Polygons and Local Optimization
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
2024

ElGhawi, Reda;Reimers, Christian;Schnur, Reiner;Reichstein, Markus;Körner, Marco;Carvalhais, Nuno;Winkler, Alexander J.
Hybrid-Modeling of Land-Atmosphere Fluxes Using Integrated Machine Learning in the ICON-ESM Modeling Framework
EGU General Assembly
Copernicus GmbH
2024

Baghirov, Zavud;Kraft, Basil;Jung, Martin;Körner, Marco;Reichstein, Markus
Deep learning based differentiable/hybrid modelling of the global hydrological cycle
EGU General Assembly
Copernicus GmbH
2024

Wang, Yixuan;Huang, Hai;Cabalo, Coleen;Körner, Marco;Mayer, Helmut
Fully Automatic Generation of Training Data For Building Detection and Classification from Remote Sensing Imagery
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
2023