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
2024
305

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
2023

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

Kraft, Basil;Jung, Martin;Körner, Marco;Koirala, Sujan;Reichstein, Markus
Towards hybrid modeling of the global hydrological cycle
Hydrology and Earth System Sciences
2022
26
6
1579-1614

Schneider, Maja; Marchington, Christian; Körner, Marco
Challenges and Opportunities of Large Transnational Datasets: A Case Study on European Administrative Crop Data
Workshop on Broadening Research Collaborations
Advances in Neural Information Processing Systems (NeurIPS)
2022

Schneider, Maja;Schelte, Tobias;Schmitz, Felix;Körner, Marco
EuroCrops: The Largest Harmonized Open Crop Dataset Across the European Union
Nature Scientific Data
2023
10
1

Chan, Ayshah Xuan; Schneider, Maja; Körner, Marco
XAI for Early Crop Classification
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
2023

Schneider, Maja;Körner, Marco
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
IEEE
2022

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
2023
18
3
034039

Reuss, Joana;Pascual, Guillem;Wenzek, Hagen;Seguí, Santi
Sequential Models for Endoluminal Image Classification
Diagnostics
2022
12
2