Publications of Nuno Carvalhais

Rodriguez-Veiga, P.; Quegan, S.; Carreiras, J.; Persson, H. J.; Fransson, J. E. S.; Hoscilo, A.; Ziolkowski, D.; Sterenczak, K.; Lohberger, S.; Staengel, M. et al.; Berninger, A.; Siegert, F.; Avitabile, V.; Herold, M.; Mermoz, S.; Bouvet, A.; Le Toan, T.; Carvalhais, N.; Santoro, M.; Cartus, O.; Rauste, Y.; Mathieu, R.; Asner, G. P.; Thiel, C.; Pathe, C.; Schmullius, C.; Seifert, F. M.; Tansey, K.; Balzter, H.: Forest biomass retrieval approaches from earth observation in different biomes. International Journal of Applied Earth Observation and Geoinformation 77, pp. 53 - 68 (2019)

Reichstein, M.; Camps-Valls, G.; Stevens, B.; Jung, M.; Denzler, J.; Carvalhais, N.; Prabhat: Deep learning and process understanding for data-driven Earth system science. Nature 566 (7743), pp. 195 - 204 (2019)

Besnard, S.; Carvalhais, N.; Arain, M. A.; Black, A.; Brede, B.; Buchmann, N.; Chen, J.; Clevers, J. G. P. W.; Dutrieux, L. P.; Gans, F. et al.; Herold, M.; Jung, M.; Kosugi, Y.; Knohl, A.; Law, B. E.; Paul-Limoges, E.; Lohila, A.; Merbold, L.; Roupsard, O.; Valentini, R.; Wolf, S.; Zhang, X.; Reichstein, M.: Memory effects of climate and vegetation affecting net ecosystem CO₂ fluxes in global forests. PLoS One 14 (2), e0211510 (2019)

Besnard, S.; Carvalhais, N.; Arain, A.; Black, A.; de Bruin, S.; Buchmann, N.; Cescatti, A.; Chen, J.; Clevers, J. G. P. W.; Desai, A. R. et al.; Gough, C. M.; Havrankova, K.; Herold, M.; Hörtnagl, L.; Jung, M.; Knohl, A.; Kruijt, B.; Krupkova, L.; Law, B. E.; Lindroth, A.; Noormets, A.; Roupsard, O.; Steinbrecher, R.; Varlagin, A.; Vincke, C.; Reichstein, M.: Quantifying the effect of forest age in annual net forest carbon balance. Environmental Research Letters 13, 124018 (2018)

El-Madany, T. S.; Reichstein, M.; Pérez‑Priego, O.; Carrara, A.; Moreno, G.; Pilar Martín, M.; Pacheco-Labrador, J.; Wohlfahrt, G.; Nieto, H.; Weber, U. et al.; Kolle, O.; Luo, Y.; Carvalhais, N.; Migliavacca, M.: Drivers of spatio-temporal variability of carbon dioxide and energy fluxes in a mediterranean savanna ecosystem. Agricultural and Forest Meteorology 262, pp. 258 - 278 (2018)

Trautmann, T.; Koirala, S.; Carvalhais, N.; Eicker, A.; Fink, M.; Niemann, C.; Jung, M.: Understanding terrestrial water storage variations in northern latitudes across scales. Hydrology and Earth System Sciences 22 (7), pp. 4061 - 4082 (2018)

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.; Pongratz, J.; Thurner, M.; Luyssaert, S.: Unexpectedly large impact of forest management and grazing on global vegetation biomass. Nature 553 (7686), pp. 73 - 76 (2018)

Nelson, J. A.; Carvalhais, N.; Cuntz, M.; Delpierre, N.; Knauer, J.; Oge, J.; Migliavacca, M.; Reichstein, M.; Jung, M.: Coupling water and carbon fluxes to constrain estimates of transpiration: the TEA algorithm. Journal of Geophysical Research: Biogeosciences 123 (12), pp. 3617 - 3632 (2018)

Nelson, J. A.; Carvalhais, N.; Migliavacca, M.; Reichstein, M.; Jung, M.: Water-stress-induced breakdown of carbon–water relations: indicators from diurnal FLUXNET patterns. Biogeosciences 15 (8), pp. 2433 - 2447 (2018)

Thurner, M.; Beer, C.; Ciais, P.; Friend, A. D.; Ito, A.; Kleidon, A.; Lomas, M. R.; Quegan, S.; Rademacher, T. T.; Schaphoff, S. et al.; Tum, M.; Wiltshire, A.; Carvalhais, N.: Evaluation of climate-related carbon turnover processes in global vegetation models for boreal and temperate forests. Global Change Biology 23 (8), pp. 3076 - 3091 (2017)

Zscheischler, J.; Mahecha, M. D.; Avitabile, V.; Calle, L.; Carvalhais, N.; Ciais, P.; Gans, F.; Gruber, N.; Hartmann, J.; Herold, M. et al.; Ichii, K.; Jung, M.; Landschützer, P.; Laruelle, G. G.; Lauerwald, R.; Papale, D.; Peylin, P.; Poulter, B.; Ray, D.; Regnier, P.; Rödenbeck, C.; Roman-Cuesta, R. M.; Schwalm, C.; Tramontana, G.; Tyukavina, A. T.; Valentini, R.; van der Werf, G.; West, T. O.; Wolf, J. E.; Reichstein, M.: Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations. Biogeosciences 14 (15), pp. 3685 - 3703 (2017)

Boese, S.; Jung, M.; Carvalhais, N.; Reichstein, M.: The importance of radiation for semiempirical water-use efficiency models. Biogeosciences 14 (12), pp. 3015 - 3026 (2017)

Koirala, S.; Jung, M.; Reichstein, M.; de Graaf, I. E. M.; Camps-Valls, G.; Ichii, K.; Papale, D.; Raduly, B.; Schwalm, C. R.; Tramontana, G. et al.; Carvalhais, N.: Global distribution of groundwater-vegetation spatial covariation. Geophysical Research Letters 44 (9), pp. 4134 - 4142 (2017)

Carreiras, J. M.B.; Quegan, S.; Le Toan, T.; Minh, D. H. T.; Saatchi, S. S.; Carvalhais, N.; Reichstein, M.; Scipal, K.: Coverage of high biomass forests by the ESA BIOMASS mission under defense restrictions. Remote Sensing of Environment 196, pp. 154 - 162 (2017)

Benali, A.; Mota, B.; Carvalhais, N.; Oom, D.; Miller, L. M.; Campagnolo, M. L.; Pereira, J. M. C.: Bimodal fire regimes unveil a global-scale anthropogenic fingerprint. Global Ecology and Biogeography 26, pp. 799 - 811 (2017)

Ilie, I.; Dittrich, P.; Carvalhais, N.; Jung, M.; Heinemeyer, A.; Migliavacca, M.; Morison, J. I. L.; Sippel, S.; Subke, J.-A.; Wilkinson, M. et al.; Mahecha, M. D.: Reverse engineering model structures for soil and ecosystem respiration: the potential of gene expression programming. Geoscientific Model Development 10 (9), pp. 3519 - 3545 (2017)

Li, W.; Ciais, P.; Peng, S.; Yue, C.; Wang, Y.; Thurner, M.; Saatchi, S. S.; Arneth, A.; Avitabile, V.; Carvalhais, N. et al.; Harper, A. B.; Kato, E.; Koven, C.; Liu, Y. Y.; Nabel, J. E. M. S.; Pan, Y.; Pongratz, J.; Poulter, B.; Pugh, T. A. M.; Santoro, M.; Sitch, S.; Stocker, B. D.; Viovy, N.; Wiltshire, A.; Yousefpour, R.; Zaehle, S.: Land-use and land-cover change carbon emissions between 1901 and 2012 constrained by biomass observations. Biogeosciences 14 (22), pp. 5053 - 5067 (2017)

Forkel, M.; Carvalhais, N.; Rödenbeck, C.; Keeling, R.; Heimann, M.; Thonicke, K.; Zaehle, S.; Reichstein, M.: Enhanced seasonal CO₂ exchange caused by amplified plant productivity in northern ecosystems. Science 351 (6274), pp. 696 - 699 (2016)

Luo, Y.; Ahlström, A.; Allison, S. D.; Batjes, N. H.; Brovkin, V.; Carvalhais, N.; Chappell, A.; Ciais, P.; Davidson, E. A.; Finzi, A. et al.; Georgiou, K.; Guenet, B.; Hararuk, O.; Harden, J. W.; He, Y.; Hopkins, F.; Jiang, L.; Koven, C.; Jackson, R. B.; Jones, C. D.; Lara, M. J.; Liang, J.; McGuire, A. D.; Parton, W.; Peng, C.; Randerson, J. T.; Salazar, A.; Sierra, C.; Smith, M. J.; Tian, H.; Todd-Brown, K. E. O.; Torn, M.; van Groenigen, K. J.; Wang, Y. P.; West, T. O.; Wei, Y.; Wieder, W. R.; Xia, J.; Xu, X.; Xu, X.; Zhou, T.: Towards more realistic projections of soil carbon dynamics by earth system models. Global Biogeochemical Cycles 30 (1), pp. 40 - 56 (2016)

Schürmann, G.; Kaminski, T.; Köstler, C.; Carvalhais, N.; Voßbeck, M.; Kattge, J.; Giering, R.; Rödenbeck, C.; Heimann, M.; Zaehle, S.: Constraining a land-surface model with multiple observations by application of the MPI-Carbon Cycle Data Assimilation System V1.0. Geoscientific Model Development 9 (9), pp. 2999 - 3026 (2016)