Publications of Nuno Carvalhais

Voigt, H.; Carvalhais, N.; Meuschke, M.; Reichstein, M.; Zarrie, S.; Lawonn, K.: 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, pp. 70 - 81. The 2023 Conference on Empirical Methods in Natural Language Processing, Singapure, December 06, 2023 - December 10, 2023. Association for Computational Linguistics, Singapur (2023)

Pacheco-Labrador, J.; Weber, U.; Ma, X.; Mahecha, M. D.; Carvalhais, N.; Wirth, C.; Huth, A.; Bohn, F. J.; Kraemer, G.; Heiden, U. et al.; members, F.; Migliavacca, M.: 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, Vol. XLVI-1/W1-2021, pp. 49 - 55. 1st DESIS User Workshop on Imaging Spectrometer Space Mission, Calibration and Validation, Applications, Methods, ELECTR NETWORK, September 28, 2021 - October 01, 2021. (2022)

Pacheco-Labrador, J.; Carvalhais, N.; Perez-Priego, O.; El-Madany, T. S.; Rossini, M.; Julitta, T.; Moreno, G.; González-Cascón, R.; Martín, M. P.; Reichstein, M. et al.; Carrara, A.; Guanter, L.; Migliavacca, M.: 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, pp. 5975 - 5978. International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, July 22, 2018 - July 27, 2018. Institute of Electrical and Electronics Engineers Inc. (2018)

Reichstein, M.; Besnard, S.; Carvalhais, N.; Gans, F.; Jung, M.; Kraft, B.; Mahecha, M. D.: Modelling landsurface time-series with recurrent neural nets. In: 2018 IEEE International geoscience and remote sensing symposium (IGARSS), pp. 7640 - 7643. Valencia, 2018 (2018)

Peres, T.; Silva, J.; Ruivo, C.; Silva, P. F.; Palomo, J. M.; Colomina, I.; Peña, O.; Hill, C.; Guerriero, L.; Carvalhais, N. et al.; Erickson, A.; Cartus, O.: 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), pp. 881 - 891. Proceedings of the 29th International Technical Meeting of the Satellite Division of The Institute of Navigation, Portland, Oregon, September 12, 2016 - September 16, 2016. (2016)

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)

De, R.; Brenning, A.; Reichstein, M.; Sigut, L.; Reverter, B. R.; Korkiakoski, M.; Paul-Limoges, E.; Blanken, P. D.; Black, T. A.; Gielen, B. et al.; Tagesson, T.; Wohlfahrt, G.; Montagnani, L.; Wolf, S.; Chen, J.; Liddell, M.; Desai, A.; Koirala, S.; Carvalhais, N.: Inter–annual variability of hydrological parameters improves simulation of annual gross primary production. ESS Open Archive (2025)

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 (2024)

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)

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)