Model-Data Integration

Publications of Markus Reichstein

Journal Article (329)

1.
Journal Article
Song, W.; Jiang, S.; Camps-Valls, G.; Williams, M.; Zhang, L.; Reichstein, M.; Vereecken, H.; He, L.; Hu, X.; Shi, L.: Towards data-driven discovery of governing equations in geosciences. Communications Earth & Environment 5, 589 (2024)
2.
Journal Article
Eyring, V.; Gentine, P.; Camps-Valls, G.; Lawrence, D. M.; Reichstein, M.: AI-empowered next-generation multiscale climate modelling for mitigation and adaptation. Nature Geoscience 17, pp. 963 - 971 (2024)
3.
Journal Article
Li, N.; Sippel, S.; Linscheid, N.; Rödenbeck, C.; Winkler, A.; Reichstein, M.; Mahecha, M. D.; Bastos, A.: Enhanced global carbon cycle sensitivity to tropical temperature linked to internal climate variability. Science Advances 10 (39), eadl6155 (2024)
4.
Journal Article
Liu, G.; Migliavacca, M.; Reimers, C.; Kraft, B.; Reichstein, M.; Richardson, A. D.; Wingate, L.; Delpierre, N.; Yang, H.; Winkler, A.: DeepPhenoMem V1.0: Deep learning modelling of canopy greenness dynamics accounting for multi-variate meteorological memory effects on vegetation phenology. Geoscientific Model Development 17 (17), pp. 6683 - 6701 (2024)
5.
Journal Article
Dechant, B.; Kattge, J.; Pavlick, R.; Schneider, F. D.; Sabatini, F. M.; Moreno-Martínez, A.; Butler, E. E.; van Bodegom, P. M.; Vallicrosa, H.; Kattenborn, T. et al.; Boonman, C. C. F.; Madani, N.; Wright, I. J.; Dong, N.; Feilhauer, H.; Penuelas, J.; Sardans, J.; Aguirre-Gutierrez, J.; Reich, P. B.; Leitao, P. J.; Cavender-Bares, J.; Myers-Smith, I. H.; Duran, S. M.; Croft, H.; Prentice, I. C.; Huth, A.; Rebel, K.; Zaehle, S.; Símov, I.; Díaz, S.; Reichstein, M.; Schiller, C.; Bruelheide, H.; Mahecha, M.; Wirth, C.; Malhi, Y.; Townsend, P. A.: Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches. Remote Sensing of Environment 311, 114276 (2024)
6.
Journal Article
Nair, R.; Luo, Y.; El-Madany, T. S.; Rolo, V.; Pacheco-Labrador, J.; Caldararu, S.; Morris, K. A.; Schrumpf, M.; Carrara, A.; Moreno, G. et al.; Reichstein, M.; Migliavacca, M.: Nitrogen availability and summer drought, but not N:P imbalance, drive carbon use efficiency of a Mediterranean tree-grass ecosystem. Global Change Biology 30 (9), e17486 (2024)
7.
Journal Article
Winkler, A.; Myneni, R.; Reimers, C.; Reichstein, M.; Brovkin, V.: Carbon system state determines warming potential of emissions. PLOS ONE 19 (8), e0306128 (2024)
8.
Journal Article
Xie, J.; Liu, X.; Jasechko, S.; Berghuijs, W. R.; Wang, K.; Liu, C.; Reichstein, M.; Jung, M.; Koirala, S.: Majority of global river flow sustained by groundwater. Nature Geoscience 17, pp. 770 - 777 (2024)
9.
Journal Article
Cohrs, K.-H.; Varando, G.; Carvalhais, N.; Reichstein, M.; Camps-Valls, G.: Causal hybrid modeling with double machine learning - Applications in carbon flux modeling. Machine Learning: Science and Technology 5 (3), 035021 (2024)
10.
Journal Article
Jiang, S.; Sweet, L.-b.; Blougouras, G.; Brenning, A.; Li, W.; Reichstein, M.; Denzler, J.; Shangguan, W.; Yu, G.; Huang, F. et al.; Zscheischler, J.: How interpretable machine learning can benefit process understanding in the geosciences. Earth's Future 12 (7), e2024EF004540 (2024)
11.
Journal Article
Li, W.; Duveiller, G.; Wieneke, S.; Forkel, M.; Gentine, P.; Reichstein, M.; Niu, S.; Migliavacca, M.; Orth, R.: Regulation of the global carbon and water cycles through vegetation structural and physiological dynamics. Environmental Research Letters 19 (7), 073008 (2024)
12.
Journal Article
Wang, S.; Yang, H.; Koirala, S.; Forkel, M.; Reichstein, M.; Carvalhais, N.: Understanding disturbance regimes from patterns in modeled forest biomass. Journal of Advances in Modeling Earth Systems 16 (6), e2023MS004099 (2024)
13.
Journal Article
Denissen, J. M. C.; Teuling, A. J.; Koirala, S.; Reichstein, M.; Balsamo, G.; Vogel, M. M.; Yu, X.; Orth, R.: Intensified future heat extremes linked with increasing ecosystem water limitation. Earth System Dynamics 15 (3), pp. 717 - 734 (2024)
14.
Journal Article
Mahecha, M. D.; Bastos, A.; Bohn, F.; Eisenhauer, N.; Feilhauer, H.; Hickler, T.; Kalesse-Los, H.; Migliavacca, M.; Otto, F. E. L.; Peng, J. et al.; Tegen, I.; Weigelt, A.; Wendisch, M.; Wirth, C.; Al-Halbouni, D.; Deneke, H. M.; Doktor, D.; Dunker, S.; Duveiller, G.; Ehrlich, A.; Foth, A.; García-García, A.; Guerra, C. A.; Guimarães-Steinicke, C.; Hartmann, H.; Henning, S.; Herrmann, H.; Ji, C.; Kattenborn, T.; Kolleck, N.; Kretschmer, M.; Kühn, I.; Luttkus, M. L.; Maahn, M.; Mönks, M.; Mora, K.; Pöhlker, M.; Reichstein, M.; Rüger, N.; Sánchez-Parra, B.; Schäfer, M.; Sippel, S.; Tesche, M.; Wehner, B.; Wieneke, S.; Winkler, A.; Wolf, S.; Zaehle, S.; Zscheischler, J.; Quaas, J.: Biodiversity and climate extremes: known interactions and research gaps. Earth's Future 12 (6), e2023EF003963 (2024)
15.
Journal Article
Zhan, C.; Orth, R.; Yang, H.; Reichstein, M.; Zaehle, S.; De Kauwe, M. G.; Rammig, A.; Winkler, A.: Estimating the CO2 fertilization effect on extratropical forest productivity from Flux-tower observations. Journal of Geophysical Research: Biogeosciences 129 (6), e2023JG007910 (2024)
16.
Journal Article
Stevens, B.; Adami, S.; Ali, T.; Anzt, H.; Aslan, Z.; Attinger, S.; Bäck, J.; Baehr, J.; Bauer, P.; Bernier, N. et al.; Bishop, B.; Bockelmann, H.; Bony, S.; Brasseur, G.; Bresch, D. N.; Breyer, S.; Brunet, G.; Buttigieg, P. L.; Cao, J.; Castet, C.; Cheng, Y.; Dey Choudhury, A.; Coen, D.; Crewell, S.; Dabholkar, A.; Dai, Q.; Doblas-Reyes, F.; Durran, D.; El Gaidi, A.; Ewen, C.; Exarchou, E.; Eyring, V.; Falkinhoff, F.; Farrell, D.; Forster, P. M.; Frassoni, A.; Frauen, C.; Fuhrer, O.; Gani, S.; Gerber, E.; Goldfarb, D.; Grieger, J.; Gruber, N.; Hazeleger, W.; Herken, R.; Hewitt, C.; Hoefler, T.; Hsu, H.-H.; Jacob, D.; Jahn, A.; Jakob, C.; Jung, T.; Kadow, C.; Kang, I.-S.; Kang, S.; Kashinath, K.; Kleinen-von Königslöw, K.; Klocke, D.; Kloenne, U.; Klöwer, M.; Kodama, C.; Kollet, S.; Kölling, T.; Kontkanen, J.; Kopp, S.; Koran, M.; Kulmala, M.; Lappalainen, H.; Latifi, F.; Lawrence, B.; Lee, J. Y.; Lejeun, Q.; Lessig, C.; Li, C.; Lippert, T.; Luterbacher, J.; Manninen, P.; Marotzke, J.; Matsouoka, S.; Merchant, C.; Messmer, P.; Michel, G.; Michielsen, K.; Miyakawa, T.; Müller, J.; Munir, R.; Narayanasetti, S.; Ndiaye, O.; Nobre, C.; Oberg, A.; Oki, R.; Özkan-Haller, T.; Palmer, T.; Posey, S.; Prein, A.; Primus, O.; Pritchard, M.; Pullen, J.; Putrasahan, D.; Quaas, J.; Raghavan, K.; Ramaswamy, V.; Rapp, M.; Rauser, F.; Reichstein, M.; Revi, A.; Saluja, S.; Satoh, M.; Schemann, V.; Schemm, S.; Schnadt Poberaj, C.; Schulthess, T.; Senior, C.; Shukla, J.; Singh, M.; Slingo, J.; Sobel, A.; Solman, S.; Spitzer, J.; Stier, P.; Stocker, T.; Strock, S.; Su, H.; Taalas, P.; Taylor, J.; Tegtmeier, S.; Teutsch, G.; Tompkins, A.; Ulbrich, U.; Vidale, P.-L.; Wu, C.-M.; Xu, H.; Zaki, N.; Zanna, L.; Zhou, T.; Ziemen, F.: Earth Virtualization Engines (EVE). Earth System Science Data 16 (4), pp. 2113 - 2122 (2024)
17.
Journal Article
Jung, M.; Nelson, J. A.; Migliavacca, M.; El-Madany, T. S.; Papale, D.; Reichstein, M.; Walther, S.; Wutzler, T.: Technical note: Flagging inconsistencies in flux tower data. Biogeosciences 21 (7), pp. 1827 - 1846 (2024)
18.
Journal Article
Paulus, S.; Orth, R.; Lee, S.-C.; Hildebrandt, A.; Jung, M.; Nelson, J. A.; El-Madany, T. S.; Carrara, A.; Moreno, G.; Mauder, M. et al.; Groh, J.; Graf, A.; Reichstein, M.; Migliavacca, M.: Interpretability of negative latent heat fluxes from eddy covariance measurements in dry conditions. Biogeosciences 21 (8), pp. 2051 - 2085 (2024)
19.
Journal Article
Tao, F.; Houlton, B. Z.; Frey, S. D.; Lehmann, J.; Manzoni, S.; Huang, Y.; Jiang, L.; Mishra, U.; Hungate, B. A.; Schmidt, M. W. I. et al.; Reichstein, M.; Carvalhais, N.; Ciais, P.; Wang, Y.-P.; Ahrens, B.; 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.; Paolo, L. E. D.; Luotto, I.; Liao, C.; Liang, Y.-S.; Saynes, V. S.; Huang, X.; Luo, Y.: Reply to: Model uncertainty obscures major driver of soil carbon. Nature 627, pp. E4 - E6 (2024)
20.
Journal Article
Upton, S.; Reichstein, M.; Gans, F.; Peters, W.; Kraft, B.; Bastos, A.: Constraining biospheric carbon dioxide fluxes by combined top-down and bottom-up approaches. Atmospheric Chemistry and Physics 24 (4), pp. 2555 - 2582 (2024)
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