Publications of Nuno Carvalhais

Wutzler, T.; Carvalhais, N.: Balancing multiple constraints in model-data integration: Weights and the parameter block approach. Journal of Geophysical Research: Biogeosciences 119 (11), pp. 2112 - 2129 (2014)

Forkel, M.; Carvalhais, N.; Verbesselt, J.; Mahecha, M. D.; Neigh, C. S.R.; Reichstein, M.: Trend change detection in NDVI time series: Effects of inter-annual variability and methodology. Remote Sensing 5 (5), pp. 2113 - 2144 (2013)

Badawy, B. A. A. M.; Rödenbeck, C.; Heimann, M.; Reichstein, M.; Carvalhais, N.: Technical note: the simple diagnostic photosynthesis and respiration model (SDPRM). Biogeosciences 10 (10), pp. 6485 - 6508 (2013)

Benali, A.; Carvalho, A.; Nunes, J.; Carvalhais, N.; Santos, A.: Estimating air surface temperature in Portugal using MODIS LST data. Remote Sensing of Environment 124, pp. 108 - 121 (2012)

Luo, Y. Q.; Randerson, J. T.; Abramowitz, G.; Bacour, C.; Blyth, E.; Carvalhais, N.; Ciais, P.; Dalmonech, D.; Fisher, J. B.; Fisher, R. et al.; Friedlingstein, P.; Hibbard, K.; Hoffman, F.; Huntzinger, D.; Jones, C. D.; Koven, C.; Lawrence, D.; Li, D. J.; Mahecha, M. D.; Niu, S. L.; Norby, R.; Piao, S. L.; Qi, X.; Peylin, P.; Prentice, I. C.; Riley, W.; Reichstein, M.; Schwalm, C.; Wang, Y. P.; Xia, J. Y.; Zaehle, S.; Zhou, X. H.: A framework for benchmarking land models. Biogeosciences 9, pp. 3857 - 3874 (2012)

Wu, J.; Van Der Linden, L.; Lasslop, G.; Carvalhais, N.; Pilegaard, K.; Beier, C.; Ibrom, A.: Effects of climate variability and functional changes on the interannual variation of the carbon balance in a temperate deciduous forest. Biogeosciences 9 (2), p. 715 - 715 (2012)

Mahecha, M. D.; Reichstein, M.; Carvalhais, N.; Lasslop, G.; Lange, H.; Seneviratne, S. I.; Vargas, R.; Ammann, C.; Arain, M. A.; Cescatti, A. et al.; Janssens, I. A.; Migliavacca, M.; Montagnani, L.; Richardson, A. D.: Response to Comment on "Global Convergence in the Temperature Sensitivity of Respiration at Ecosystem Level". Science 331 (6022), p. 1265d (2011)

Migliavacca, M.; Reichstein, M.; Richardson, A. D.; Colombo, R.; Sutton, M. A.; Lasslop, G.; Tomelleri, E.; Wohlfahrt, G.; Carvalhais, N.; Cescatti, A. et al.; Mahecha, M. D.; Montagnani, L.; Papale, D.; Zaehle, S.; Arain, A.; Arneth, A.; Black, T. A.; Carrara, A.; Dore, S.; Gianelle, D.; Helfter, C.; Hollinger, D.; Kutsch, W. L.; Lafleur, P. M.; Nouvellon, Y.; Rebmann, C.; Rocha, D.; Rodeghiero, M.; Roupsard, O.; Sebastià, M.-T.; Seufert, G.; Soussana, J.-F.; Molen, V. D.: Semiempirical modeling of abiotic and biotic factors controlling ecosystem respiration across eddy covariance sites. Global Change Biology 17 (1), pp. 390 - 409 (2011)

Beer, C.; Reichstein, M.; Tomelleri, E.; Ciais, P.; Jung, M.; Carvalhais, N.; Rödenbeck, C.; Arain, M. A.; Baldocchi, D.; Bonan, G. B. et al.; Bondeau, A.; Cescatti, A.; Lasslop, G.; Lindroth, A.; Lomas, M.; Luyssaert, S.; Margolis, H.; Oleson, K. W.; Roupsard, O.; Veenendaal, E.; Viovy, N.; Williams, C.; Woodward, F. I.; Papale, D.: Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate. Science 329 (5993), pp. 834 - 838 (2010)

Carvalhais, N.; Reichstein, M.; Ciais, P.; Collatz, G. J.; Mahecha, M. D.; Montagnani, L.; Papale, D.; Rambal, S.; Seixas, J.: Identification of vegetation and soil carbon pools out of equilibrium in a process model via eddy covariance and biometric constraints. Global Change Biology 16 (10), pp. 2813 - 2829 (2010)

Carvalhais, N.; Reichstein, M.; Collatz, G. J.; Mahecha, M. D.; Migliavacca, M.; Neigh, C. S. R.; Tomelleri, E.; Benali, A. A.; Papale, D.; Seixas, J.: Deciphering the components of regional net ecosystem fluxes following a bottom-up approach for the Iberian Peninsula. Biogeosciences 7 (11), pp. 3707 - 3729 (2010)

Mahecha, M. D.; Reichstein, M.; Carvalhais, N.; Lasslop, G.; Lange, H.; Seneviratne, S. I.; Vargas, R.; Ammann, C.; Arain, M. A.; Cescatti, A. et al.; Janssens, I. A.; Migliavacca, M.; Montagnani, L.; Richardson, A. D.: Global Convergence in the Temperature Sensitivity of Respiration at Ecosystem Level. Science 329 (5993), pp. 838 - 840 (2010)

Mahecha, M. D.; Reichstein, M.; Jung, M.; Seneviratne, S. I.; Zaehle, S.; Beer, C.; Braakhekke, M. C.; Carvalhais, N.; Lange, H.; Le Maire, G. et al.; Moors, E.: Comparing observations and process-based simulations of biosphere-atmosphere exchanges on multiple time scales. Journal of Geophysical Research: Biogeosciences 115, BGC1334, p. G02003 (2010)

Williams, M.; Richardson, A. D.; Reichstein, M.; Stoy, P. C.; Peylin, P.; Verbeeck, H.; Carvalhais, N.; Jung, M.; Hollinger, D. Y.; Kattge, J. et al.; Leuning, R.; Luo, Y.; Tomelleri, E.; Trudinger, C. M.; Wang, Y. P.: Improving land surface models with FLUXNET data. Biogeosciences 6 (7), pp. 1341 - 1359 (2009)

Carvalhais, N.; Reichstein, M.; Seixas, J.; Collatz, G. J.; Pereira, J. S.; Berbigier, P.; Carrara, A.; Granier, A.; Montagnani, L.; Papale, D. et al.; Rambal, S.; Sanz, M. J.; Valentini, R.: Implications of the carbon cycle steady state assumption for biogeochemical modeling performance and inverse parameter retrieval. Global Biogeochemical Cycles 22 (2), p. Gb2007 (2008)

Mahecha, M. D.; Reichstein, M.; Lange, H.; Carvalhais, N.; Bernhofer, C.; Grunwald, T.; Papale, D.; Seufert, G.: Characterizing ecosystem-atmosphere interactions from short to interannual time scales. Biogeosciences 4 (5), pp. 743 - 758 (2007)

Nunes, J. P.; Vieira, G. N.; Seixas, J.; Gonçalves, P.; Carvalhais, N.: Evaluating the MEFIDIS model for runoff and soil erosion prediction during rainfall events. Catena 61 (2-3), pp. 210 - 228 (2005)

Reichstein, M.; Ahrens, B.; Kraft, B.; Camps-Valls, G.; Carvalhais, N.; Gans, F.; Gentine, P.; Winkler, A.: Combining system modeling and machine learning into hybrid ecosystem modeling. In: Knowledge-Guided Machine Learning, 9781003143376, pp. 327 - 352 (Eds. Kannan, R.; Kumar, V.). Chapman & Hall, London (2022)

Reichstein, M.; Richardson, A. D.; Migliavacca, M.; Carvalhais, N.: Plant–environment interactions across multiple scales. In: Ecology and the Environment, pp. 1 - 27 (Ed. Monson, R. K.). Springer, New York (2014)

Benson, V.; Robin, C.; Requena Mesa, C.; Alonso, L.; Carvalhais, N.; Cortés, J.; Gao, Z.; Linscheid, N.; Weynants, M.; Reichstein, M.: Multi-modal learning for geospatial vegetation forecasting. In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle , June 17, 2024 - June 21, 2024. (2024)