Scientific Publications

Wang, C.; Chen, J.; Lee, S.-C.; Xiong, L.; Su, T.; Lin, Q.; Xu, C.-Y.: Response and recovery times of vegetation productivity under drought stress: Dominant factors and relationships. Journal of Hydrology 655, 132945 (2025)

Winkler, A.; Sierra, C.: Towards a new generation of impulse‐response functions for integrated earth system understanding and climate change attribution. Geophysical Research Letters 52 (8), e2024GL112295 (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)

Morris, K.; Nair, R.: Below the leaves: Integrating above- and below-ground phenology for earth-system predictability. Functional Ecology (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)

Engel, F.; Hoek van Dijke, A. J.; Roebroek, C. T. J.; Benedict, I.: Can large-scale tree cover change negate climate change impacts on future water availability? Hydrology and Earth System Sciences 29 (7), pp. 1895 - 1918 (2025)

Knorr, W.; Williams, M.; Thum, T.; Kaminski, T.; Voßbeck, M.; Scholze, M.; Quaife, T.; Smallmann, L.; Steele-Dunne, S.; Vreugdenhil, M. et al.; Green, T.; Zaehle, S.; Aurela, M.; Bouvet, A.; Bueechi, E.; Dorigo, W.; El-Madany, T. S.; Migliavacca, M.; Honkanen, M.; Kerr, Y.; Kontu, A.; Lemmetyinen, J.; Lindqvist, H.; Mialon, A.; Miinalainen, T.; Pique, G.; Ojasalo, A.; Quegan, S.; Rayner, P.; Reyes-Muñoz, P.; Rodríguez-Fernández, N.; Schwank, M.; Verrelst, J.; Zhu, S.; Schüttemeyer, D.; Drusch, M.: A comprehensive land-surface vegetation model for multi-stream data assimilation, D&B v1.0. Geoscientific Model Development 18 (7), pp. 2137 - 2159 (2025)

Roebroek, C. T. J.; Caporaso, L.; Duveiller, G.; Davin, E. L.; Seneviratne, S. I.; Cescatti, A.: Potential tree cover under current and future climate scenarios. Scientific Data 12, 564 (2025)

Kou-Giesbrecht, S.; Arora, V. K.; Jones, C. D.; Brovkin, V.; Hajima, T.; Kawamiya, M.; Liddicoat, S. K.; Winkler, A.; Zaehle, S.: Rising nitrogen deposition leads to only a minor increase in CO₂ uptake in Earth system models. Communications Earth & Environment 6, 216 (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)

Chang, Y.; Winkler, A.; Noori, A.; Knyazikhin, Y.; Myneni, R.: Precipitation leads the long-term vegetation increase in the conterminous United States drylands. Environmental Research Letters 20 (4), 044006 (2025)

Karasante, I.; Alonso, L.; Prapas, I.; Ahuja, A.; Carvalhais, N.; Papoutsis, I.: SeasFire cube - a multivariate dataset for global wildfire modeling. Scientific Data 12, 368 (2025)

Campos, F. B.; Callesen, T. O.; Gonzalez, C. V.; Alberti, G.; Montagnani, L.; Tagliavini, M.; Nelson, J. A.; Zanotelli, D.: Evapotranspiration dynamics and partitioning in a grassed vineyard: Ecophysiological and computational modeling approaches. Water Resources Research 61 (3), e2023WR035360 (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)

Qin, X.; Tian, H.; Canadell, J. G.; Shi, Y.; Pan, S.; Bastos, A.; Ciais, P.; Crippa, M.; Pan, N.; Patra, P. K. et al.; Poulter, B.; Saunois, M.; Sitch, S.: Greenhouse gas budgets of Central and West Asia (2000–2020): A significant net source to the atmosphere. Global Biogeochemical Cycles 39 (3), e2024GB008370 (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)

Benson, V.; Bastos, A.; Reimers, C.; Winkler, A.; Yang, F.; Reichstein, M.: Atmospheric transport modeling of CO₂ with neural networks. Journal of Advances in Modeling Earth Systems 17 (2), e2024MS004655 (2025)

Metz, E.-M.; Vardag, S. N.; Basu, S.; Jung, M.; Butz, A.: Seasonal and interannual variability in CO₂ fluxes in southern Africa seen by GOSAT. Biogeosciences 22 (2), pp. 555 - 584 (2025)

Neigh, C. S. R.; Montesano, P. M.; Sexton, J. O.; Wooten, M.; Wagner, W.; Feng, M.; Carvalhais, N.; Calle, L.; Carroll, M. L.: Russian forests show strong potential for young forest growth. Communications Earth & Environment 6, 71 (2025)