Publikationen von Markus Reichstein
Alle Typen
Zeitschriftenartikel (342)
Zeitschriftenartikel
22 (10), S. 2425 - 2460 (2025)
Reviews and syntheses: Current perspectives on biosphere research 2024–2025 – eight findings from ecology, sociology, and economics. Biogeosciences
Zeitschriftenartikel
16, 4968 (2025)
Impacts of leaf traits on vegetation optical properties in Earth system modeling. Nature Communications
Zeitschriftenartikel
18 (10), S. 2921 - 2943 (2025)
H2MV (v1.0): Global physically-constrained deep learning water cycle model with vegetation. Geoscientific Model Development
Zeitschriftenartikel
17 (5), e2024MS004697 (2025)
Addressing challenges in simulating inter-annual variability of gross primary production. Journal of Advances in Modeling Earth Systems
Zeitschriftenartikel
652, 132624 (2025)
Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles. Journal of Hydrology
Zeitschriftenartikel
22 (7), S. 1907 - 1928 (2025)
Modelling the effect of climate–substrate interactions on soil organic matter decomposition with the Jena soil model. Biogeosciences
Zeitschriftenartikel
16, 2564 (2025)
Early warning of complex climate risk with integrated artificial intelligence. Nature Communications
Zeitschriftenartikel
17 (3), e2024MS004479v (2025)
Spatial attribution of temporal variability in global land-atmosphere CO2 exchange using a model-data integration framework. Journal of Advances in Modeling Earth Systems
Zeitschriftenartikel
16, 1919 (2025)
Artificial intelligence for modeling and understanding extreme weather and climate events. Nature Communications
Zeitschriftenartikel
17 (2), e2024MS004655 (2025)
Atmospheric transport modeling of CO2 with neural networks. Journal of Advances in Modeling Earth Systems
Zeitschriftenartikel
31 (1), e70035 (2025)
Disentangling effects of vegetation structure and physiology on land-atmosphere coupling. Global Change Biology
Zeitschriftenartikel
21 (22), S. 5079 - 5115 (2024)
X-BASE: the first terrestrial carbon and water flux products from an extended data-driven scaling framework, FLUXCOM-X. Biogeosciences
Zeitschriftenartikel
5, 589 (2024)
Towards data-driven discovery of governing equations in geosciences. Communications Earth & Environment
Zeitschriftenartikel
17, S. 963 - 971 (2024)
AI-empowered next-generation multiscale climate modelling for mitigation and adaptation. Nature Geoscience
Zeitschriftenartikel
10 (39), eadl6155 (2024)
Enhanced global carbon cycle sensitivity to tropical temperature linked to internal climate variability. Science Advances
Zeitschriftenartikel
17 (17), S. 6683 - 6701 (2024)
DeepPhenoMem V1.0: Deep learning modelling of canopy greenness dynamics accounting for multi-variate meteorological memory effects on vegetation phenology. Geoscientific Model Development
Zeitschriftenartikel
311, 114276 (2024)
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches. Remote Sensing of Environment
Zeitschriftenartikel
30 (9), e17486 (2024)
Nitrogen availability and summer drought, but not N:P imbalance, drive carbon use efficiency of a Mediterranean tree-grass ecosystem. Global Change Biology
Zeitschriftenartikel
19 (8), e0306128 (2024)
Carbon system state determines warming potential of emissions. PLOS ONE
Zeitschriftenartikel
17, S. 770 - 777 (2024)
Majority of global river flow sustained by groundwater. Nature Geoscience