Publications

Son, R.; Stratoulias, D.; Kim, H. C.; Yoon, J.-H.: Estimation of surface PM_2.5 concentrations from atmospheric gas species retrieved from Tropomi using deep learning: Impacts of fire on air pollution over Thailand. Atmospheric Pollution Research 14 (10), 101875 (2023)

Fan, N.; Santoro, M.; Besnard, S.; Cartus, O.; Koirala, S.; Carvalhais, N.: Implications of the steady-state assumption for the global vegetation carbon turnover. Environmental Research Letters (accepted)

Trautmann, T.; Koirala, S.; Guentner, A.; Kim, H.; Jung, M.: Calibrating global hydrological models with GRACE TWS: does river storage matter? Environmental Research Communications 5 (8), 081005 (2023)

Bao, S.; Alonso, L.; Wang, S.; Gensheimer, J.; De, R.; Carvalhais, N.: Toward robust parameterizations in ecosystem‐level photosynthesis models. Journal of Advances in Modeling Earth Systems 15 (8), e2022MS003464 (2023)

Chen, M.; Qian, Z.; Boers, N.; Jakeman, A. J.; Kettner, A. J.; Brandt, M.; Kwan, M.-P.; Batty, M.; Li, W.; Zhu, R. et al.; Luo, W.; Ames, D. P.; Barton, C. M.; Cuddy, S. M.; Koirala, S.; Zhang, F.; Ratti, C.; Liu, J.; Zhong, T.; Liu, J.; Wen, Y.; Yue, S.; Zhu, Z.; Zhang, Z.; Sun, Z.; Lin, J.; Ma, Z.; He, Y.; Xu, K.; Zhang, C.; Lin, H.; Lü, G.: Iterative integration of deep learning in hybrid Earth surface system modelling. Nature Reviews Earth & Environment 4, pp. 568 - 581 (2023)

Winkler, K.; Yang, H.; Ganzenmüller, R.; Fuchs, R.; Ceccherini, G.; Duveiller, G.; Grassi, G.; Pongratz, J.; Bastos, A.; Shvidenko, A. et al.; Araza, A.; Herold, M.; Wigneron, J.-P.; Ciais, P.: Changes in land use and management led to a decline in Eastern Europe’s terrestrial carbon sink. Communications Earth & Environment 4, 237 (2023)

Tao, Feng, F.; Huang, Y.; Hungate, B. A.; Manzoni, S.; Frey, S. D.; Schmidt, M. W. I.; Reichstein, M.; Carvalhais, N.; Ciais, P.; Jiang, L. et al.; Lehmann, J.; Wang, Y.-P.; Houlton, B. Z.; Ahrens, B.; Mishra, U.; 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.; Di Paolo, L. E.; Luotto, I.; Liao, C.; Liang, Y.-S.; Saynes, V. S.; Huang, X.; Luo, Y.: Microbial carbon use efficiency promotes global soil carbon storage. Nature 618, pp. 981 - 985 (2023)

Pacheco-Labrador, J.; de Bello, F.; Migliavacca, M.; Ma, X.; Carvalhais, N.; Wirth, C.: A generalizable normalization for assessing plant functional diversity metrics across scales from remote sensing. Methods in Ecology and Evolution 14 (8), pp. 2123 - 2136 (2023)

Li, X.; Piao, S.; Huntingford, C.; Peñuelas, J.; Yang, H.; Xu, H.; Chen, A.; Friedlingstein, P.; Keenan, T. F.; Sitch, S. et al.; Wang, X.; Zscheischler, J.; Mahecha, M. D.: Global variations in critical drought thresholds that impact vegetation. National Science Review 10 (5), nwad049 (2023)

Lee, H. T.; Jung, M.; Carvalhais, N.; Trautmann, T.; Kraft, B.; Reichstein, M.; Forkel, M.; Koirala, S.: Diagnosing modeling errors in global terrestrial water storage interannual variability. Hydrology and Earth System Sciences 27 (7), pp. 1531 - 1563 (2023)

Yang, H.; Munson, S. M.; Huntingford, C.; Carvalhais, N.; Knapp, A. K.; Li, X.; Peñuelas, J.; Zscheischler, J.; Chen, A.: The detection and attribution of extreme reductions in vegetation growth across the global land surface. Global Change Biology 29 (8), pp. 2351 - 2362 (2023)

Zheng, B.; Ciais, P.; Chevallier, F.; Yang, H.; Canadell, J. G.; Chen, Y.; van der Velde, I. R.; Aben, I.; Chuvieco, E.; Davis, S. J. et al.; Deeter, M.; Hong, C.; Kong, Y.; Li, H.; Li, H.; Lin, X.; He, K.; Zhang, Q.: Record-high CO₂ emissions from boreal fires in 2021. Science 379 (6635), pp. 912 - 917 (2023)

Zhang, W.; Jung, M.; Migliavacca, M.; Poyatos, R.; Miralles, D. G.; El-Madany, T. S.; Galvagno, M.; Carrara, A.; Arriga, N.; Ibrom, A. et al.; Mammarella, I.; Papale, D.; Cleverly, J. R.; Liddell, M.; Wohlfahrt, G.; Markwitz, C.; Mauder, M.; Paul-Limoges, E.; Schmidt, M.; Wolf, S.; Brümmer, C.; Arain, M. A.; Fares, S.; Kato, T.; Ardö, J.; Oechel, W.; Hanson, C.; Korkiakoski, M.; Biraud, S.; Steinbrecher, R.; Billesbach, D.; Montagnani, L.; Woodgate, W.; Shao, C.; Carvalhais, N.; Reichstein, M.; Nelson, J. A.: The effect of relative humidity on eddy covariance latent heat flux measurements and its implication for partitioning into transpiration and evaporation. Agricultural and Forest Meteorology 330, 109305 (2023)

Zhang, W.; Schurgers, G.; Peñuelas, J.; Fensholt, R.; Yang, H.; Tang, J.; Tong, X.; Ciais, P.; Brandt, M.: Recent decrease of the impact of tropical temperature on the carbon cycle linked to increased precipitation. Nature Communications 14, 965 (2023)

Fan, N.; Reichstein, M.; Koirala, S.; Ahrens, B.; Mahecha , M. D.; Carvalhais, N.: Global apparent temperature sensitivity of terrestrial carbon turnover modulated by hydrometeorological factors. Nature Geoscience 15, pp. 989 - 994 (2022)

Bao, S.; Ibrom, A.; Wohlfahrt, G.; Koirala, S.; Migliavacca, M.; Zhang, Q.; Carvalhais, N.: Narrow but robust advantages in two-big-leaf light use efficiency models over big-leaf light use efficiency models at ecosystem level. Agricultural and Forest Meteorology 326, 109185 (2022)

Pacheco-Labrador, J.; Migliavacca, M.; Ma, X.; Mahecha, M. D.; Carvalhais, N.; Weber, U.; Benavides, R.; Bouriaud, O.; Barnoaie, I.; Coomesl, D. A. et al.; Bohn, F. J.; Kraemer, G.; Heide, U.; Huth, A.; Wirth, C.: Challenging the link between functional and spectral diversity with radiative transfer modeling and data. Remote Sensing of Environment 280, 113170 (2022)

Son, R.; Ma, P.-L.; Wang , H.; Rasch, P. J.; Wang, S.-Y. (.; Kim, H.; Jeong , J.-H.; Lim , K.-S. S.; Yoon, J.-H.: Deep Learning provides substantial improvements to county-level fire weather forecasting over the western United States. Journal of Advances in Modeling Earth Systems 14 (10), e2022MS002995 (2022)

Küçük, Ç.; Koirala, S.; Carvalhais, N.; Miralles, D. G.; Reichstein, M.; Jung, M.: Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa. Frontiers in Big Data 5, 967477 (2022)

Anderegg, W. R. L.; Wu, C.; Acil, N.; Carvalhais, N.; Pugh, T. A. M.; Sadler, J. P.; Seidl, R.: A climate risk analysis of Earth’s forests in the 21st century. Science 377 (6610), pp. 1099 - 1103 (2022)