Information and knowledge from remote sensing data
Satellite- and Airplane-based Earth Observation
Synthetic Aperture Radar (SAR) and SAR Interferometry
High Resolution Optical Image Interpretation
Hyperspectral Earth Observation
Estimation Theory
Sparse Reconstruction and Compressive Sensing
3D Reconstruction
4D Motion Detection
Data Fusion
Computer Vision
Machine Learning
Deep Learning
Recent Publications
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…
ElGhawi, Reda; Kraft, Basil; Reimers, Christian; Reichstein, Markus; Körner, Marco; Gentine, Pierre; Winkler, Alexander J: Hybrid modeling of evapotranspiration: inferring stomatal and aerodynamic resistances using combined physics-based and machine learning. Environmental Research Letters 18 (3), 2023, 034039 more…
Chan, Ayshah Xuan; Schneider, Maja; Körner, Marco: XAI for Early Crop Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023 more…
Marszalek, Michael; Körner, Marco; Schmidhalter, Urs: Prediction of multi-year winter wheat yields at the field level with satellite and climatological data. Computers and Electronics in Agriculture 194, 2022, 106777 more…
Kraft, Basil; Jung, Martin; Körner, Marco; Koirala, Sujan; Reichstein, Markus: Towards hybrid modeling of the global hydrological cycle. Hydrology and Earth System Sciences 26 (6), 2022, 1579-1614 more…
