Publications of Markus Reichstein

Shan, H.; Kattge, J.; Reich, P.; Banerjee, A.; Schrodt, F.; Reichstein, M.: Gap filling in the plant kingdom - Trait prediction using hierarchical probabilistic matrix factorization. In: Proceedings of the International Conference for Machine Learning (ICML), Vol. 2, pp. 1303 - 1310 (Ed. Langford, J.). International Conference on Machine Learning, Edinburgh (2012)

Reichstein, M.: How can artificial intelligence enhance our understanding of the earth system? (2020)

Paulus, S.; El-Madany, T. S.; Wutzler, T.; Carrara, A.; Moreno, G. M.; Reichstein, M.; Orth, R.; Hertel, M.; López-Jimenez, R.; Migliavacca, M.: High-resolution large weighing lysimeter measurements with meteorological and soil-hydrological variables from a Mediterranean Savanna. (2022)

Li, N.; Sippel, S.; Linscheid, N.; Mahecha, M. D.; Reichstein, M.; Bastos, A.: Constraining the time of emergence of anthropogenic signal in the global land carbon sink. EGUsphere (2025)

De, R.; Brenning, A.; Reichstein, M.; Sigut, L.; Reverter, B. R.; Korkiakoski, M.; Paul-Limoges, E.; Blanken, P. D.; Black, T. A.; Gielen, B. et al.; Tagesson, T.; Wohlfahrt, G.; Montagnani, L.; Wolf, S.; Chen, J.; Liddell, M.; Desai, A.; Koirala, S.; Carvalhais, N.: Inter–annual variability of hydrological parameters improves simulation of annual gross primary production. ESS Open Archive (2025)

De Polt, K.; Dormann, C. F.; Ward, P. J.; De Ruiter, M. C.; Runkle, J. D.; Wutzler, T.; Reichstein, M.; Orth, R.: Regional differences in the impact of heat and moisture on public health within Europe. ESS Open Archive (2025)

Zhao, W.; Winkler, A.; Reichstein, M.; Orth, R.; Gentine, P.: Learning evaporative fraction with memory. EGUsphere (2025)

Kariyathan, T.; Bastos, A.; Reichstein, M.; Peters, W.; Marshall, J.: How atmospheric CO₂ can inform us on annual and decadal shifts in the biospheric carbon uptake period. EGUsphere (2024)

Han, B.; Zhang, S.; Shi, X.; Reichstein, M.: Bridging remote sensors with multisensor geospatial foundation models. arXiv (2024)

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: Contribution of carbon inputs to soil carbon accumulation cannot be neglected. bioRxiv: the preprint server for biology (2023)

Benson, V.; Requena Mesa, C.; Robin, C.; Alonso, L.; Cortés, J.; Gao, Z.; Linscheid, N.; Weynants, M.; Reichstein, M.: Forecasting localized weather impacts on vegetation as seen from space with meteo-guided video prediction. arXiv (2023)

Robin, C.; Requena Mesa, C.; Benson, V.; Alonso, L.; Poehls, J.; Carvalhais, N.; Reichstein, M.: Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs. arXiv (2022)