Publications

Journal Article (110)

1.
Son, R.; Stratoulias, D.; Kim, H. C.; Yoon, J.-H.: Estimation of surface PM2.5 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)
2.
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)
3.
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)
4.
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)
5.
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)
6.
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)
7.
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)
8.
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)
9.
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)
10.
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)
11.
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)
12.
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)
13.
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)
14.
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)
15.
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)
16.
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)
17.
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)
18.
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)
19.
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)
20.
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)
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