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
Valentin Barriere, Martin Claverie, Maja Schneider, Guido Lemoine, Raphaël d’Andrimont: Boosting crop classification by hierarchically fusing satellite, rotational, and contextual data. Remote Sensing of Environment 305, 2024 more…
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…
Bénédicte Bucher, Marcin Grudzień, Nathalie Delattre, Jordi Escriu Paradell, Erwin Folmer, Antonin Garrone, Antje Kügeler, Ángel Lopez, Ed Parsons, Andrea Perego, Jiri Pilar, Jari Reini, Hannes I Reuter, Jill Saligoe-Simmel, Maja Schneider, Jeroen Ticheler: Geodata Discoverabiltity. , Ed.: European Spatial Data Research (EuroSDR): European Spatial Data Research (EuroSDR), 2023, more…
Reuss, Joana; Engel, Michael; Tumampos, Stephanie; Körner, Marco: Generalization Across Sensor-Modalities for Deforestation Assessment. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023 more…