Carvalhais, Nuno

Deep learning and process understanding for data-driven Earth system science

Reichstein, M., Camps-Valls, G., Stevens, B., Jung, M., Denzler, J., Carvalhais, N., & Prabhat (2019) · Nature

Hydrological Forecasting Using AIModel Reduction and Neural Networks

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Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach

Jung, M., Schwalm, C., Migliavacca, M., Walther, S., Camps-Valls, G., Koirala, S., Anthoni, P., Besnard, S., Bodesheim, P., Carvalhais, N., et al. (2020) · Biogeosciences

Plant Water Relations and Carbon DynamicsAtmospheric and Environmental Gas Dynamics

Cited by 866

Unexpectedly large impact of forest management and grazing on global vegetation biomass

Erb, K.-H., Kastner, T., Plutzar, C., Bais, A. L. S., Carvalhais, N., Fetzel, T., Gingrich, S., Haberl, H., Lauk, C., Niedertscheider, M., et al. (2018) · Nature

Forest Management and PolicyForest ecology and management

Cited by 727