Publications of Markus Reichstein

ElGhawi, R.; Reimers, C.; Schnur, R.; Reichstein, M.; Körner, M.; Carvalhais, N.; Winkler, A. J.: Hybrid‐modeling of land‐atmosphere fluxes using integrated machine learning in the ICON‐ESM modeling framework. Journal of Advances in Modeling Earth Systems 17 (12), e2025MS005102 (2025)

Wang, Lijun, L.; Shi, L.; Reimers, C.; Wang, Y.; He, L.; Wang, Y.; Reichstein, M.; Jiang, S.: A self-supervised deep learning model for enhanced generalization in soil moisture prediction. Journal of Hydrology 662 (Part B), 133974 (2025)

Tiggeloven, T.; Pfeiffer, S.; Matano, A.; van den Homberg, M.; Thalheimer, L.; Reichstein, M.; Torresan, S.: The role of artificial intelligence for early warning systems: Status, applicability, guardrails, and ways forward. iScience 28 (11), 113689 (2025)

Chen, D.; Roy, D. P.; Zhu, Z.; McVicar, T. R.; Sheffield, J.; Atkinson, P. M.; AghaKouchak, A.; Blaschke, T.; Borrelli, P.; Dorigo, W. et al.; Fensholt, R.; Gorelick, N.; Guanter, L.; Hubacek, K.; McCabe, M. F.; Miralles, D. G.; Rammig, A.; Reichstein, M.; Rignot, E.; Rogers, B. M.; Tyukavina, A.; Veraverbeke, S.; Zarco-Tejada, P. J.; Berthier, E.: Comment: A call for integrated and cooperative global sharing of China’s Earth observation data. Nature Geoscience 18, pp. 1071 - 1073 (2025)

Paulus, S.; Migliavacca, M.; Reichstein, M.; Orth, R.; Lee, S.-C.; Carrara, A.; Hildebrandt, A.; Nelson, J. A.: Insights into water vapor uptake by dry soils using a global eddy covariance observation network. Global Change Biology 31 (10), e70547 (2025)

Yu, X.; Orth, R.; Reichstein, M.; Reimers, C.; Gomarasca, U.; Migliavacca, M.; Papale, D.; Bahn, M.; Bastos, A.: Widespread but divergent drought legacy effects on gross primary productivity across biomes. Global Change Biology 31 (10), e7054 (2025)

Nguyen, N. B.; Migliavacca, M.; Bassiouni, M.; Baldocchi, D. D.; Gherardi, L. A.; Green, J. K.; Papale, D.; Reichstein, M.; Cohrs, K.-H.; Cescatti, A. et al.; Nguyen, T. D.; Nguyen, H. H.; Nguyen, Q. M.; Keenan, T. F.: Widespread underestimation of rain-induced soil carbon emissions from global drylands. Nature Geoscience 18, pp. 869 - 876 (2025)

Kraft, B.; Nelson, J. A.; Walther, S.; Gans, F.; Weber, U.; Duveiller, G.; Reichstein, M.; Zhang, W.; Rußwurm, M.; Tuia, D. et al.; Körner, M.; Hamdi, Z. M.; Jung, M.: On the added value of sequential deep learning for the upscaling of evapotranspiration. Biogeosciences 22 (12), pp. 3965 - 3987 (2025)

Migliavacca, M.; Grassi, G.; Bastos, A.; Ceccherini, G.; Ciais, P.; Janssens-Maenhout, G.; Lugato, E.; Mahecha, M. D.; Novick, K. A.; Peñuelas, J. et al.; Pilli, R.; Reichstein, M.; Avitabile, V.; Beck, P. S. A.; Barredo, J. I.; Forzieri, G.; Herold, M.; Korosuo, A.; Mansuy, N.; Mubareka, S.; Orth, R.; Rougieux, P.; Cescatti, A.: Securing the forest carbon sink for the European Union's climate ambition. Nature 643 (8074), pp. 1203 - 1213 (2025)

Kariyathan, T.; Bastos, A.; Reichstein, M.; Peters, W.; Marshall, J.: Limitations in the use of atmospheric CO₂ observations to directly infer changes in the length of the biospheric carbon uptake period. Atmospheric Chemistry and Physics 25 (14), pp. 7863 - 7878 (2025)

Nadolski, L.; El-Madany, T. S.; Nelson, J. A.; Carrara, A.; Moreno, G.; Nair, R. K. F.; Luo, Y.; Hildebrandt, A.; Rolo, V.; Reichstein, M. et al.; Lee, S.-C.: Altered seasonal sensitivity of net ecosystem exchange to controls driven by nutrient balances in a semi-arid savanna. Biogeosciences 22 (12), pp. 2935 - 2958 (2025)

Bohn, F. J.; Bastos, A.; Martin, R.; Rammig, A.; Koh, N. S.; Sioen, G. B.; Buscher, B.; Carver, L.; DeClerck, F.; Drupp, M. et al.; Fletcher, R.; Forrest, M.; Gasparatos, A.; Godoy-Faúndez, A.; Hagedorn, G.; Hänsel, M.; Hetzer, J.; Hickler, T.; Krug, C. B.; Koot, S.; Li, X.; Luers, A.; Matevich, S.; Matthews, H. D.; Meier, I. C.; Mohamed, A.; O, S.; Obura, D.; Orlove, B.; Orth, R.; Pereira, L.; Reichstein, M.; Thakholi, L.; Verburg, P.; Yoshida, Y.: Reviews and syntheses: Current perspectives on biosphere research 2024–2025 – eight findings from ecology, sociology, and economics. Biogeosciences 22 (10), pp. 2425 - 2460 (2025)

Wang, Y.; Braghiere, R. K.; Fischer, W. W.; Yao, Y.; Shen, Z.; Schneider, T.; Bloom, A. A.; Schimel, D.; Croft, H.; Winkler, A. J. et al.; Reichstein, M.; Frankenberg, C.: Impacts of leaf traits on vegetation optical properties in Earth system modeling. Nature Communications 16, 4968 (2025)

Baghirov, Z.; Jung, M.; Reichstein, M.; Körner, M.; Kraft, B.: H2MV (v1.0): Global physically-constrained deep learning water cycle model with vegetation. Geoscientific Model Development 18 (10), pp. 2921 - 2943 (2025)

De, R.; Bao, S.; Koirala, S.; Brenning, A.; Reichstein, M.; Tagesson, T.; Liddell, M.; Ibrom, A.; Wolf, S.; Sigut, L. et al.; Hörtnagl, L.; Woodgate, W.; Korkiakoski, M.; Merbold, L.; Black, T. A.; Roland, M. E.; Klosterhalfen, A.; Blanken, P. D.; Knox, S.; Sabbatini, S.; Gielen, B.; Montagnani, L.; Fensholt, R.; Wohlfahrt, G.; Desai, A. R.; Paul-Limoges, E.; Galvagno, M.; Hammerle, A.; Jocher, G.; Reverter, B. R.; Holl, D.; Chen, J.; Vitale, L.; Arain, M. A.; Carvalhais, N.: Addressing challenges in simulating inter-annual variability of gross primary production. Journal of Advances in Modeling Earth Systems 17 (5), e2024MS004697 (2025)

Poehls, J.; Alonso, L.; Koirala, S.; Carvalhais, N.; Reichstein, M.: Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles. Journal of Hydrology 652, 132624 (2025)

Pallandt, M.; Schrumpf, M.; Lange, H.; Reichstein, M.; Yu, L.; Ahrens, B.: Modelling the effect of climate–substrate interactions on soil organic matter decomposition with the Jena soil model. Biogeosciences 22 (7), pp. 1907 - 1928 (2025)

Reichstein, M.; Benson, V.; Blunk, J.; Camps-Valls, G.; Creutzig, F.; Fearnley, C. J.; Han, B.; Kornhuber, K.; Rahaman, N.; Schölkopf, B. et al.; Tárraga, J. M.; Vinuesa, R.; Dall, K.; Denzler, J.; Frank, D.; Martini, G.; Nganga, N.; Maddix, D. C.; Weldemariam, K.: Early warning of complex climate risk with integrated artificial intelligence. Nature Communications 16, 2564 (2025)

Lee, H. T.; Jung, M.; Carvalhais, N.; Reichstein, M.; Forkel, M.; Bloom, A. A.; Pacheco-Labrador, J.; Koirala, S.: Spatial attribution of temporal variability in global land-atmosphere CO₂ exchange using a model-data integration framework. Journal of Advances in Modeling Earth Systems 17 (3), e2024MS004479v (2025)

Camps-Valls, G.; Fernández-Torres, M.-Á.; Cohrs, K.-H.; Höhl, A.; Castelletti, A.; Pacal, A.; Robin, C.; Martinuzzi, F.; Papoutsis, I.; Prapas, I. et al.; Pérez-Aracil, J.; Weigel, K.; Gonzalez-Calabuig, M.; Reichstein, M.; Rabel, M.; Giuliani, M.; Mahecha, M. D.; Popescu, O.-I.; Pellicer-Valero, O. J.; Ouala, S.; Salcedo-Sanz, S.; Sippel, S.; Kondylatos, S.; Happé, T.; Williams, T.: Artificial intelligence for modeling and understanding extreme weather and climate events. Nature Communications 16, 1919 (2025)