Publications of Alexander Winkler

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)

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)

Winkler, A.; Myneni, R.; Reimers, C.; Reichstein, M.; Brovkin, V.: Carbon system state determines warming potential of emissions. PLOS ONE 19 (8), e0306128 (2024)

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)

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)

Son, R.; Stacke, T.; Gayler, V.; Nabel, J. E. M. S.; Schnur, R.; Silva, L. A.; Requena Mesa, C.; Winkler, A.; Hantson, S.; Zaehle, S. et al.; Weber, U.; Carvalhais, N.: Integration of a deep-learning-based fire model into a global land surface model. Journal of Advances in Modeling Earth Systems 16 (1), e2023MS003710 (2024)

Panwar, A.; Migliavacca, M.; Nelson, J. A.; Cortés, J.; Bastos, A.; Forkel , M.; Winkler, A.: Methodological challenges and new perspectives of shifting vegetation phenology in eddy covariance data. Scientific Reports 13, 13885 (2023)

ElGhawi, R.; Kraft, B.; Reimers, C.; Reichstein, M.; Körner, M.; Gentine, P.; Winkler, A. J.: Hybrid modeling of evapotranspiration: inferring stomatal and aerodynamic resistances using combined physics-based and machine learning. Environmental Research 18, 034039 (2023)

Zhan, C.; Orth, R.; Migliavacca, M.; Zaehle, S.; Reichstein, M.; Engel, J.; Rammig, A.; Winkler, A.: Emergence of the physiological effects of elevated CO₂ on land-atmosphere exchange of carbon and water. Global Change Biology 28 (24), pp. 7313 - 7326 (2022)

Li, N.; Sippel, S.; Winkler, A.; Mahecha, M. D.; Reichstein, M.; Bastos, A.: Interannual global carbon cycle variations linked to atmospheric circulation variability. Earth System Dynamics 13 (4), pp. 1505 - 1533 (2022)

Denissen, J. M. C.; Teuling, A. J.; Pitman, A. J.; Koirala, S.; Migliavacca, M.; Li, W.; Reichstein, M.; Winkler, A.; Zhan, C.; Orth, R.: Widespread shift from ecosystem energy to water limitation with climate change. Nature Climate Change 12, pp. 677 - 684 (2022)

Winkler, A.; Myneni, R. B.; Hannart, A.; Sitch, S.; Haverd, V.; Lombardozzi, D.; Arora, V. K.; Pongratz, J.; Nabel, J. E. M. S.; Goll, D. S. et al.; Kato, E.; Tian, H.; Arneth, A.; Friedlingstein, P.; Jain, A. K.; Zaehle, S.; Brovkin, V.: Slowdown of the greening trend in natural vegetation with further rise in atmospheric CO₂. Biogeosciences 18 (17), pp. 4985 - 5010 (2021)

Winkler, A.; Myneni, R. B.; Brovkin, V.: Investigating the applicability of emergent constraints. Earth System Dynamics 10 (3), pp. 501 - 523 (2019)

Park, T.; Chen, C.; Macias-Fauria, M.; Tømmervik, H.; Choi, S.; Winkler, A.; Bhatt, U. S.; Walker, D. A.; Piao, S.; Brovkin, V. et al.; Nemani, R. R.; Myneni, R. B.: Changes in timing of seasonal peak photosynthetic activity in northern ecosystems. Global Change Biology 25 (7), pp. 2382 - 2395 (2019)

Mauritsen, T.; Bader, J.; Becker, T.; Behrens, J.; Bittner, M.; Brokopf, R.; Brovkin, V.; Claussen, M.; Crueger, T.; Esch, M. et al.; Fast, I.; Fiedler, S.; Fläschner, D.; Gayler, V.; Giorgetta, M.; Goll, D. S.; Haak, H.; Hagemann, S.; Hedemann, C.; Hohenegger, C.; Ilyina, T.; Jahns, T.; Jimenéz-de-la-Cuesta, D.; Jungclaus, J.; Kleinen, T.; Kloster, S.; Kracher, D.; Kinne, S.; Kleberg, D.; Lasslop, G.; Kornblueh, L.; Marotzke, J.; Matei, D.; Meraner, K.; Mikolajewicz, U.; Modali, K.; Möbis, B.; Müller, W. A.; Nabel, J. E. M. S.; Nam, C. C. W.; Notz, D.; Nyawira, S.-S.; Paulsen, H.; Peters, K.; Pincus, R.; Pohlmann, H.; Pongratz, J.; Popp, M.; Raddatz, T. J.; Rast, S.; Redler, R.; Reick, C. H.; Rohrschneider, T.; Schemann, V.; Schmidt, H.; Schnur, R.; Schulzweida, U.; Six, K. D.; Stein, L.; Stemmler, I.; Stevens, B.; von Storch, J.-S.; Tian, F.; Voigt, A.; Vrese, P.; Wieners, K.-H.; Wilkenskjeld, S.; Winkler, A.; Roeckner, E.: Developments in the MPI-M Earth System Model version 1.2 (MPI-ESM1.2) and its response to increasing CO₂. Journal of Advances in Modeling Earth Systems 11 (14), pp. 998 - 1038 (2019)

Winkler, A.; Myneni, R. B.; Alexandrov, G.; Brovkin, V.: Earth system models underestimate carbon fixation by plants in the high lattitudes. Nature Communications 10, 885 (2019)

Mikolajewicz, U.; Ziemen, F.; Cioni, G.; Claussen, M.; Fraedrich, K.; Heidkamp, M.; Hohenegger, C.; de la Cuesta, D. J.; Kapsch, M.-L.; Lemburg, A. et al.; Mauritsen, T.; Meraner, K.; Röber, N.; Schmidt, H.; Six, K. D.; Stemmler, I.; Tamarin-Brodsky, T.; Winkler, A.; Zhu, X.; Stevens, B.: The climate of a retrograde rotating earth. Earth System Dynamics 9, pp. 1191 - 1215 (2018)

Goll , D. S.; Winkler, A.; Raddatz, T.; Dong, N.; Prentice, I. C.; Ciais, P.; Brovkin, V.: Carbon-nitrogen interactions in idealized simulations with JSBACH (version 3.10). Geoscientific Model Development 10 (5), pp. 2009 - 2030 (2017)

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)

Benson, V.; Bastos, A.; Reimers, C.; Winkler, A.; Yang, F.; Reichstein, M.: Atmospheric transport modeling of CO₂ with neural networks. arXiv (2024)