Publications of Nuno Carvalhais

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

Poehls, J.; Silva, L. A.; Koirala, S.; Carvalhais, N.; Reichstein, M.: Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles. (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. (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. (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. (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. (2022)

Wang, S.; Yang, H.; Koirala, S.; Forkel, M.; Reichstein, M.; Carvalhais, N.: Understanding disturbance regimes from patterns in biomass and primary productivity. (2022)