Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 15 Life on Land
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Dive into the research topics where Marco Körner is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Benchmarking for practice: Few-shot time-series crop-type classification on the EuroCropsML dataset
Reuss, J., Macdonald, J., Becker, S., Gikalo, E., Schultka, K., Richter, L. & Körner, M., Jan 2026, In: ISPRS Open Journal of Photogrammetry and Remote Sensing. 19, 100117.Research output: Contribution to journal › Article › peer-review
Open Access -
Advancing transnational assessments of biodiversity drivers in European agriculture with an updated hierarchical crop and agriculture taxonomy (HCAT)
Schneider, M., Gackstetter, D., Prexl, J., Meyer, S. T. & Körner, M., Dec 2025, In: npj Sustainable Agriculture. 3, 1, 3.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
H2MV (v1.0): global physically constrained deep learning water cycle model with vegetation
Baghirov, Z., Jung, M., Reichstein, M., Körner, M. & Kraft, B., 19 May 2025, In: Geoscientific Model Development. 18, 10, p. 2921-2943 23 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Hybrid-Modeling of Land-Atmosphere Fluxes Using Integrated Machine Learning in the ICON-ESM Modeling Framework
ElGhawi, R., Reimers, C., Schnur, R., Reichstein, M., Körner, M., Carvalhais, N. & Winkler, A. J., Dec 2025, In: Journal of Advances in Modeling Earth Systems. 17, 12, e2025MS005102.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
On the added value of sequential deep learning for the upscaling of evapotranspiration
Kraft, B., Nelson, J. A., Walther, S., Gans, F., Weber, U., Duveiller, G., Reichstein, M., Zhang, W., Rußwurm, M., Tuia, D., Körner, M., Hamdi, Z. & Jung, M., 14 Aug 2025, In: Biogeosciences. 22, 15, p. 3965-3987 23 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations