Publications of Nuno Carvalhais

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

Raoult, N.; Douglas, N.; MacBean, N.; Kolassa, J.; Quaife, T.; Roberts, A. G.; Fisher, R. A.; Fer, I.; Bacour, C.; Dagon, K. et al.; Hawkins, L.; Carvalhais, N.; Cooper, E.; Dietze, M.; Gentine, P.; Kaminski, T.; Kennedy, D.; Liddy, H. M.; Moore, D.; Peylin, P.; Pinnington, E.; Sanderson, B. M.; Scholze, M.; Seiler, C.; Smallman, T. L.; Vergopolan, N.; Viskari, T.; Williams, M.; Zobitz, J.: Parameter estimation in land surface models: Challenges and opportunities with data assimilation and machine learning. ESS Open Archive (accepted)

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. ESS Open Archive (2024)

Bao, S.; Carvalhais, N.; Xu, J.; Chen, J.; Lei, Y.; Tana, G.; Lin, C.; Shi, J.: Global distribution pattern in characteristics of gross primary productivity response to soil water availability. SSRN Research Paper Series (2024)

Cohrs, K.-H.; Varando, G.; Camps-Valls, G.; Carvalhais, N.; Reichstein, M.: Double machine learning for causal hybrid modeling - applications in the earth sciences. arXiv (2024)

Poehls, J.; Silva, L. A.; Koirala, S.; Carvalhais, N.; Reichstein, M.: Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles. SSRN Research Paper Series (2024)

Yang, H.; Stereńczak, K.; Karaszewski, Z.; Carvalhais, N.: Similar importance of inter-tree and intra-tree variations in wood density observations in Central Europe. EGUsphere (2023)

Tao, F.; Houlton, B. Z.; Frey, S. D.; Lehmann, J.; Manzoni, S.; Huang, Y.; Jiang, L.; Mishra, U.; Hungate, B. A.; Schmidt, M. W. I. et al.; Reichstein, M.; Carvalhais, N.; Ciais, P.; Wang, Y.-P.; Ahrens, B.; Hugelius, G.; Hocking, T. D.; Lu, X.; Shi, Z.; Viatkin, K.; Vargas, R.; Yigini, Y.; Omuto, C.; Malik, A. A.; Peralta, G.; Cuevas-Corona, R.; Paolo, L. E. D.; Luotto, I.; Liao, C.; Liang, Y.-S.; Saynes, V. S.; Huang, X.; Luo, Y.: Reply to: Contribution of carbon inputs to soil carbon accumulation cannot be neglected. bioRxiv: the preprint server for biology (2023)

Boavida-Portugal, J.; Moura, C.; Carvalhais, N.; Migliavacca, M.; El-Madany, T. S.; Silva, J. M. N.; Padmanaban, R.; Cerasoli, S.: Seasonal and inter-annual rainfall patterns drive Mediterranean cork oak woodland carbon uptake and sequestration. SSRN Research Paper Series (2023)

Robin, C.; Requena Mesa, C.; Benson, V.; Alonso, L.; Poehls, J.; Carvalhais, N.; Reichstein, M.: Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs. arXiv (2022)