Publikationen von Nuno Carvalhais

Thi Lan Anh Dinh, Daniel Goll, Philippe Ciais, Nuno Carvalhais, and Ronny Lauerwald, "Benchmarking simulations of forest regrowth across Europe", in EGU General Assembly 2024, (2024).

Henrik Voigt, Nuno Carvalhais, Monique Meuschke, Markus Reichstein, Sina Zarrie, and Kai Lawonn, "VIST5: An adaptive, retrieval-augmented language model for visualization-oriented dialog", in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, (Association for Computational Linguistics, Singapur, 2023), pp. 70-81.

Javier Pacheco-Labrador, Ulrich Weber, X. Ma, M. D. Mahecha, Nuno Carvalhais, C. Wirth, A. Huth, F. J. Bohn, G. Kraemer, U. Heiden, FunDivEUROPE members, and Mirco Migliavacca, "Evalutating the potential of desis to infer plant taxonomical and functional diversities in europwean forests", in 1st DESIS User Workshop – Imaging Spectrometer Space Mission, Calibration and Validation, Applications, Methods, (2022), Vol. XLVI-1/W1-2021, pp. 49-55.

Javier Pacheco-Labrador, Nuno Carvalhais, Oscar Perez-Priego, Tarek S. El-Madany, Micol Rossini, Tommaso Julitta, Gerardo Moreno, Rosario González-Cascón, M. Pilar Martín, Markus Reichstein, Arnaud Carrara, Luis Guanter, and Mirco Migliavacca, "Assessing the use of multiple constraints and ancillary data to support scope model inversion in a experimental grassland", in IEEE International Geoscience and Remote Sensing Symposium, IGARSS, (Institute of Electrical and Electronics Engineers Inc., 2018), pp. 5975-5978.

Markus Reichstein, Simon Besnard, Nuno Carvalhais, Fabian Gans, Martin Jung, Basil Kraft, and Miguel D. Mahecha, "Modelling landsurface time-series with recurrent neural nets", in 2018 IEEE International geoscience and remote sensing symposium (IGARSS), (Valencia, 2018, 2018), pp. 7640-7643.

Tiago Peres, João Silva, Carlos Ruivo, Pedro F. Silva, Jose M. Palomo, Ismael Colomina, Orlando Peña, Chris Hill, Leila Guerriero, Nuno Carvalhais, Adam Erickson, and Oliver Cartus, "COREGAL: Exploring Galileo E5 reflected signals for biomass applications", in Proceedings of the 29th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2016), (2016), pp. 881-891.

P. Lopes, P. Lourenço, Nuno Carvalhais, and J. Seixas, "MODIS Land Cover Product Validation in the Iberian Peninsula", in IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, edited by Pedro Garrett, P. Lourenco, N. Carvalhais, and J. Seixas (IEEE, New York, N.Y., 2003), Vol. 3, pp. 1733-1735.

Ranit De, Alexander Brenning, Markus Reichstein, Ladislav Sigut, Borja Ruiz Reverter, Mika Korkiakoski, Eugenie Paul-Limoges, Peter D. Blanken, Thomas Andrew Black, Bert Gielen, Torbern Tagesson, Georg Wohlfahrt, Leonardo Montagnani, Sebastian Wolf, Jiquan Chen, Michael Liddell, Ankur Desai, Sujan Koirala, and Nuno Carvalhais, "Inter–annual variability of hydrological parameters improves simulation of annual gross primary production", in ESS Open Archive, (2025).

Nina Raoult, Natalie Douglas, Natasha MacBean, Jana Kolassa, Tristan Quaife, Andrew G. Roberts, Rosie A. Fisher, Istem Fer, Cédric Bacour, Katherine Dagon, Linnia Hawkins, Nuno Carvalhais, Elizabeth Cooper, Michael Dietze, Pierre Gentine, Thomas Kaminski, Daniel Kennedy, Hannah M Liddy, David Moore, Philippe Peylin, Ewan Pinnington, Benjamin M Sanderson, Marko Scholze, Christian Seiler, Thomas Luke Smallman, Noemi Vergopolan, Toni Viskari, Mathew Williams, and John Zobitz, "Parameter estimation in land surface models: Challenges and opportunities with data assimilation and machine learning", in ESS Open Archive, (2024).

Shanning Bao, Nuno Carvalhais, Jian Xu, Jingming Chen, Yang Lei, Gegen Tana, Changgui Lin, and Jiancheng Shi, "Global distribution pattern in characteristics of gross primary productivity response to soil water availability", in SSRN Research Paper Series, (2024).

Hui Yang, Krzysztof Stereńczak, Zbigniew Karaszewski, and Nuno Carvalhais, "Similar importance of inter-tree and intra-tree variations in wood density observations in Central Europe", in EGUsphere, (2023).

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: Contribution of carbon inputs to soil carbon accumulation cannot be neglected", in bioRxiv: the preprint server for biology, (2023).

Joana Boavida-Portugal, Catarina Moura, Nuno Carvalhais, Mirco Migliavacca, Tarek S. El-Madany, João M. N. Silva, Rajchandar Padmanaban, and Sofia Cerasoli, "Seasonal and inter-annual rainfall patterns drive Mediterranean cork oak woodland carbon uptake and sequestration", in SSRN Research Paper Series, (2023).

Claire Robin, Christian Requena Mesa, Vitus Benson, Lazaro Alonso, Jeran Poehls, Nuno Carvalhais, and Markus Reichstein, "Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs", in arXiv, (2022).