Publikationen von Markus Reichstein

Jeran Poehls, Lazaro Alonso, Sujan Koirala, Nuno Carvalhais, and Markus Reichstein, "Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles," Journal of Hydrology 652, 132624 (2025).

Marleen Pallandt, Marion Schrumpf, Holger Lange, Markus Reichstein, Lin Yu, and Bernhard Ahrens, "Modelling the effect of climate–substrate interactions on soil organic matter decomposition with the Jena soil model," Biogeosciences 22 (7), 1907-1928 (2025).

Markus Reichstein, Vitus Benson, Jan Blunk, Gustau Camps-Valls, Felix Creutzig, Carina J. Fearnley, Boran Han, Kai Kornhuber, Nasim Rahaman, Bernhard Schölkopf, José María Tárraga, Ricardo Vinuesa, Karen Dall, Joachim Denzler, Dorothea Frank, Giulia Martini, Naomi Nganga, Danielle C. Maddix, and Kommy Weldemariam, "Early warning of complex climate risk with integrated artificial intelligence," Nature Communications 16, 2564 (2025).

Hoon Taek Lee, Martin Jung, Nuno Carvalhais, Markus Reichstein, Matthias Forkel, A. A. Bloom, Javier Pacheco-Labrador, and Sujan Koirala, "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).

Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Kai-Hendrik Cohrs, Adrian Höhl, Andrea Castelletti, Aytac Pacal, Claire Robin, Francesco Martinuzzi, Ioannis Papoutsis, Ioannis Prapas, Jorge Pérez-Aracil, Katja Weigel, Maria Gonzalez-Calabuig, Markus Reichstein, Martin Rabel, Matteo Giuliani, Miguel D. Mahecha, Oana-Iuliana Popescu, Oscar J. Pellicer-Valero, Said Ouala, Sancho Salcedo-Sanz, Sebastian Sippel, Spyros Kondylatos, Tamara Happé, and Tristan Williams, "Artificial intelligence for modeling and understanding extreme weather and climate events," Nature Communications 16, 1919 (2025).

Vitus Benson, Ana Bastos, Christian Reimers, Alexander Winkler, Fanny Yang, and Markus Reichstein, "Atmospheric transport modeling of CO₂ with neural networks," Journal of Advances in Modeling Earth Systems 17 (2), e2024MS004655 (2025).

Wantong Li, Mirco Migliavacca, Diego G Miralles, Markus Reichstein, William R L Anderegg, Hui Yang, and René Orth, "Disentangling effects of vegetation structure and physiology on land-atmosphere coupling," Global Change Biology 31 (1), e70035 (2025).

Jacob A. Nelson*, Sophia Walther*, Fabian Gans, Basil Kraft, Ulrich Weber, Kimberly Novick, Nina Buchmann, Mirco Migliavacca, Georg Wohlfahrt, Ladislav Šigut, Andreas Ibrom, Dario Papale, Mathias Göckede, Gregory Duveiller, Alexander Knohl, Lukas Hörtnagl, Russell L. Scott, Weijie Zhang, Zayd Mahmoud Hamdi, Markus Reichstein, Sergio Aranda-Barranco, Jonas Ardö, Maarten Op de Beeck, Dave Billdesbach, David Bowling, Rosvel Bracho, Christian Brümmer, Gustau Camps-Valls, Shiping Chen, Jamie Rose Cleverly, Ankur Desai, Gang Dong, Tarek S. El-Madany, Eugenie Susanne Euskirchen, Iris Feigenwinter, Marta Galvagno, Giacomo Gerosa, Bert Gielen, Ignacio Goded, Sarah Goslee, Christopher Michael Gough, Bernard Heinesch, Kazuhito Ichii, Marcin Antoni Jackowicz-Korczynski, Anne Klosterhalfen, Sara Knox, Hideki Kobayashi, Kukka-Maaria Kohonen, Mika Korkiakoski, Ivan Mammarella, Gharun Mana, Riccardo Marzuoli, Roser Matamala, Stefan Metzger, Leonardo Montagnani, Giacomo Nicolini, Thomas O'Halloran, Jean-Marc Ourcival, Matthias Peichl, Elise Pendall, Borja Ruiz Reverter, Marilyn Roland, Simone Sabbatini, Torsten Sachs, Marius Schmidt, Christopher R. Schwalm, Ankit Shekhar, Richard Silberstein, Maria Lucia Silveira, Donatella Spano, Torbern Tagesson, Gianluca Tramontana, Carlo Trotta, Fabio Turco, Timo Vesala, Caroline Vincke, Domenico Vitale, Enrique R. Vivoni, Yi Wang, William Woodgate, Enrico A. Yepez, Junhui Zhang, Donatella Zona, and Martin Jung, "X-BASE: the first terrestrial carbon and water flux products from an extended data-driven scaling framework, FLUXCOM-X," Biogeosciences 21 (22), 5079-5115 (2024).

Wenxiang Song, Shijie Jiang, Gustau Camps-Valls, Mathew Williams, Lu Zhang, Markus Reichstein, Harry Vereecken, Leilei He, Xiaolong Hu, and Liangsheng Shi, "Towards data-driven discovery of governing equations in geosciences," Communications Earth & Environment 5, 589 (2024).

Veronika Eyring, Pierre Gentine, Gustau Camps-Valls, David M. Lawrence, and Markus Reichstein, "AI-empowered next-generation multiscale climate modelling for mitigation and adaptation," Nature Geoscience 17, 963-971 (2024).

Na Li, Sebastian Sippel, Nora Linscheid, Christian Rödenbeck, Alexander Winkler, Markus Reichstein, Miguel D. Mahecha, and Ana Bastos, "Enhanced global carbon cycle sensitivity to tropical temperature linked to internal climate variability," Science Advances 10 (39), eadl6155 (2024).

Guohua Liu, Mirco Migliavacca, Christian Reimers, Basil Kraft, Markus Reichstein, Andrew D. Richardson, Lisa Wingate, Nicolas Delpierre, Hui Yang, and Alexander Winkler, "DeepPhenoMem V1.0: Deep learning modelling of canopy greenness dynamics accounting for multi-variate meteorological memory effects on vegetation phenology," Geoscientific Model Development 17 (17), 6683-6701 (2024).

Benjamin Dechant, Jens Kattge, Ryan Pavlick, Fabian D. Schneider, Francesco M. Sabatini, Alvaro Moreno-Martínez, Ethan E. Butler, Peter M. van Bodegom, Helena Vallicrosa, Teja Kattenborn, Coline C. F. Boonman, Nima Madani, Ian J. Wright, Ning Dong, Hannes Feilhauer, Josep Penuelas, Jordi Sardans, Jesús Aguirre-Gutierrez, Peter B. Reich, Pedro J. Leitao, Jeannine Cavender-Bares, Isla H. Myers-Smith, Sandra M. Duran, Holly Croft, I. Colin Prentice, Andreas Huth, Karin Rebel, Sönke Zaehle, Irena Símov, Sandra Díaz, Markus Reichstein, Christopher Schiller, Helge Bruelheide, Miguel Mahecha, Christian Wirth, Yadvinder Malhi, and Philip A. Townsend, "Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches," Remote Sensing of Environment 311, 114276 (2024).

Richard Nair, Yunpeng Luo, Tarek S. El-Madany, Victor Rolo, Javier Pacheco-Labrador, Silvia Caldararu, Kendalynn A. Morris, Marion Schrumpf, Arnaud Carrara, Gerardo Moreno, Markus Reichstein, and Mirco Migliavacca, "Nitrogen availability and summer drought, but not N:P imbalance, drive carbon use efficiency of a Mediterranean tree-grass ecosystem," Global Change Biology 30 (9), e17486 (2024).

Alexander Winkler, Ranga Myneni, Christian Reimers, Markus Reichstein, and Victor Brovkin, "Carbon system state determines warming potential of emissions," PLOS ONE 19 (8), e0306128 (2024).

Jiaxin Xie, Xiaomang Liu, Scott Jasechko, Wouter R. Berghuijs, Kaiwen Wang, Changming Liu, Markus Reichstein, Martin Jung, and Sujan Koirala, "Majority of global river flow sustained by groundwater," Nature Geoscience 17, 770-777 (2024).

Kai-Hendrik Cohrs, Gherardo Varando, Gustau Camps-Valls, Nuno Carvalhais, and Markus Reichstein, "Causal hybrid modeling with double machine learning—applications in carbon flux modeling," Machine Learning: Science and Technology 5 (3), 035021 (2024).

Shijie Jiang, Lily-belle Sweet, Georgios Blougouras, Alexander Brenning, Wantong Li, Markus Reichstein, Joachim Denzler, Wei Shangguan, Guo Yu, Feini Huang, and Jakob Zscheischler, "How interpretable machine learning can benefit process understanding in the geosciences," Earth's Future 12 (7), e2024EF004540 (2024).

Wantong Li, Gregory Duveiller, Sebastian Wieneke, Matthias Forkel, Pierre Gentine, Markus Reichstein, Shuli Niu, Mirco Migliavacca, and René Orth, "Regulation of the global carbon and water cycles through vegetation structural and physiological dynamics," Environmental Research Letters 19 (7), 073008 (2024).

Siyuan Wang, Hui Yang, Sujan Koirala, Matthias Forkel, Markus Reichstein, and Nuno Carvalhais, "Understanding disturbance regimes from patterns in modeled forest biomass," Journal of Advances in Modeling Earth Systems 16 (6), e2023MS004099 (2024).