Publikationen von Nuno Carvalhais

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).

Ilektra Karasante, Lazaro Alonso, Ioannis Prapas, Akanksha Ahuja, Nuno Carvalhais, and Ioannis Papoutsis, "SeasFire cube - a multivariate dataset for global wildfire modeling," Scientific Data 12, 368 (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).

Christopher S. R. Neigh, Paul M. Montesano, Joseph O. Sexton, Margaret Wooten, William Wagner, Min Feng, Nuno Carvalhais, Leonardo Calle, and Mark L. Carroll, "Russian forests show strong potential for young forest growth," Communications Earth & Environment 6, 71 (2025).

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).

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).

Hui Yang, Siyuan Wang, Rackhun Son, Hoon Taek Lee, Vitus Benson, Weijie Zhang, Yahai Zhang, Yuzhen Zhang, Jens Kattge, Gerhard Boenisch, Dmitry Schepaschenko, Zbigniew Karaszewski, Krzysztof Stereńczak, Álvaro Moreno-Martínez, Cristina Nabais, Philippe Birnbaum, Ghislain Vieilledent, Ulrich Weber, and Nuno Carvalhais, "Global patterns of tree wood density," Global Change Biology 30 (3), e17224 (2024).

Feng Tao, Benjamin Z. Houlton, Serita D. Frey, Johannes Lehmann, Stefano Manzoni, Yuanyuan Huang, Lifen Jiang, Umakant Mishra, Bruce A. Hungate, Michael W. I. Schmidt, Markus Reichstein, Nuno Carvalhais, Philippe Ciais, Ying-Ping Wang, Bernhard Ahrens, Gustaf Hugelius, Toby D. Hocking, Xingjie Lu, Zheng Shi, Kostiantyn Viatkin, Ronald Vargas, Yusuf Yigini, Christian Omuto, Ashish A. Malik, Guillermo Peralta, Rosa Cuevas-Corona, Luciano E. Di Paolo, Isabel Luotto, Cuijuan Liao, Yi-Shuang Liang, Vinisa S. Saynes, Xiaomeng Huang, and Yiqi Luo, "Reply to: Model uncertainty obscures major driver of soil carbon," Nature 627, E4-E6 (2024).

Rackhun Son, Tobias Stacke, Veronika Gayler, Julia E. M. S. Nabel, Reiner Schnur, Lazaro Alonso, Christian Requena Mesa, Alexander Winkler, Stijn Hantson, Sönke Zaehle, Ulrich Weber, and Nuno Carvalhais, "Integration of a deep-learning-based fire model into a global land surface model," Journal of Advances in Modeling Earth Systems 16 (1), e2023MS003710 (2024).

Naixin Fan, Maurizio Santoro, Simon Besnard, Oliver Cartus, Sujan Koirala, and Nuno Carvalhais, "Implications of the steady-state assumption for the global vegetation carbon turnover," Environmental Research Letters 18 (10), 104036 (2023).

Shanning Bao, Lazaro Alonso, Siyuan Wang, Johannes Gensheimer, Ranit De, and Nuno Carvalhais, "Toward robust parameterizations in ecosystem‐level photosynthesis models," Journal of Advances in Modeling Earth Systems 15 (8), e2022MS003464 (2023).

Feng Tao, Feng, Yuanyuan Huang, Bruce A. Hungate, Stefano Manzoni, Serita D. Frey, Michael W. I. Schmidt, Markus Reichstein, Nuno Carvalhais, Philippe Ciais, Lifen Jiang, Johannes Lehmann, Ying-Ping Wang, Benjamin Z. Houlton, Bernhard Ahrens, Umakant Mishra, Gustaf Hugelius, Toby D. Hocking, Xingjie Lu, Zheng Shi, Kostiantyn Viatkin, Ronald Vargas, Yusuf Yigini, Christian Omuto, Ashish A. Malik, Guillermo Peralta, Rosa Cuevas-Corona, Luciano E. Di Paolo, Isabel Luotto, Cuijuan Liao, Yi-Shuang Liang, Vinisa S. Saynes, Xiaomeng Huang, and Yiqi Luo, "Microbial carbon use efficiency promotes global soil carbon storage," Nature 618, 981-985 (2023).

Javier Pacheco-Labrador, Francesco de Bello, Mirco Migliavacca, Xuanlong Ma, Nuno Carvalhais, and Christian Wirth, "A generalizable normalization for assessing plant functional diversity metrics across scales from remote sensing," Methods in Ecology and Evolution 14 (8), 2123-2136 (2023).

Hoon Taek Lee, Martin Jung, Nuno Carvalhais, Tina Trautmann, Basil Kraft, Markus Reichstein, Matthias Forkel, and Sujan Koirala, "Diagnosing modeling errors in global terrestrial water storage interannual variability," Hydrology and Earth System Sciences 27 (7), 1531-1563 (2023).

Hui Yang, Seth M. Munson, Chris Huntingford, Nuno Carvalhais, Alan K. Knapp, Xiangyi Li, Josep Peñuelas, Jakob Zscheischler, and Anping Chen, "The detection and attribution of extreme reductions in vegetation growth across the global land surface," Global Change Biology 29 (8), 2351-2362 (2023).

Weijie Zhang, Martin Jung, Mirco Migliavacca, Rafael Poyatos, Diego G. Miralles, Tarek S. El-Madany, Marta Galvagno, Arnaud Carrara, Nicola Arriga, Andreas Ibrom, Ivan Mammarella, Dario Papale, Jamie R. Cleverly, Michael Liddell, Georg Wohlfahrt, Christian Markwitz, Matthias Mauder, Eugenie Paul-Limoges, Marius Schmidt, Sebastian Wolf, Christian Brümmer, M. Altaf Arain, Silvano Fares, Tomomichi Kato, Jonas Ardö, Walter Oechel, Chad Hanson, Mika Korkiakoski, Sébastien Biraud, Rainer Steinbrecher, Dave Billesbach, Leonardo Montagnani, William Woodgate, Changliang Shao, Nuno Carvalhais, Markus Reichstein, and Jacob A. Nelson, "The effect of relative humidity on eddy covariance latent heat flux measurements and its implication for partitioning into transpiration and evaporation," Agricultural and Forest Meteorology 330, 109305 (2023).

Naixin Fan, Markus Reichstein, Sujan Koirala, Bernhard Ahrens, Miguel D. Mahecha , and Nuno Carvalhais, "Global apparent temperature sensitivity of terrestrial carbon turnover modulated by hydrometeorological factors," Nature Geoscience 15, 989-994 (2022).

Shanning Bao, Andreas Ibrom, Georg Wohlfahrt, Sujan Koirala, Mirco Migliavacca, Qian Zhang, and Nuno Carvalhais, "Narrow but robust advantages in two-big-leaf light use efficiency models over big-leaf light use efficiency models at ecosystem level," Agricultural and Forest Meteorology 326, 109185 (2022).

Javier Pacheco-Labrador, Mirco Migliavacca, Xuanlong Ma, Miguel D. Mahecha, Nuno Carvalhais, Ulrich Weber, Raquel Benavides, Olivier Bouriaud, Ionut Barnoaie, David A. Coomesl, Friedrich J. Bohn, Guido Kraemer, Uta Heide, Andreas Huth, and Christian Wirth, "Challenging the link between functional and spectral diversity with radiative transfer modeling and data," Remote Sensing of Environment 280, 113170 (2022).

Çağlar Küçük, Sujan Koirala, Nuno Carvalhais, Diego G. Miralles, Markus Reichstein, and Martin Jung, "Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa," Frontiers in Big Data 5, 967477 (2022).