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

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
2022
194
106777

Wang, Sherrie;Rußwurm, Marc;Körner, Marco;Lobell, David B.
Meta-Learning For Few-Shot Time Series Classification
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
2020

Christina Winkler, Daniel E. Worrall, Emiel Hoogeboom and Max Welling
Learning Likelihoods with Conditional Normalizing Flows
2019

Kraft, Basil;Jung, Martin;Körner, Marco;Requena Mesa, Christian;Cortés, José;Reichstein, Markus
Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks
Frontiers in Big Data
2019
2

Kraft, Basil; Jung, Martin; Körner, Marco; Reichstein, Markus
Towards global hybrid hydrological modeling by fusing deep learning and a conceptual model
EGU General Assembly
2020

Kraft, Basil; Jung, Martin; Körner, Marco; Koirala, Sujan; Reichstein, Markus
Towards Hybrid Modeling of the Global Hydrological Cycle
Hydrology and Earth System Sciences
2022
36
6

Bittner, Ksenia;Körner, Marco;Fraundorfer, Friedrich;Reinartz, Peter
Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification
Remote Sensing
2019
11
11
1262