Tibau, X.-A.; Reimers, C.; Requena Mesa, C.; Runge, J.: Spatio-temporal Autoencoders in Weather and Climate Research. In: Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences, pp. 186 - 203 (Eds. Camps-Valls, G.; Tuia, D.; Zhu, X. X.; Reichstein, M.). John Wiley & Sons Ltd, Hoboken, New Jersey (2021)

Urban, M.; Hirner, A.; Ziemer, J.; Mueller, M. M.; Gessner, U.; Baade, J.; Mogonong, B.; Morgenthal, T.; Feig, G.; Ramoelo, A. et al.; Heckel, K.; Nghiyalwa, H. S.; Schmullius, C.: Sentinel-1 and Sentinel-2 time series breakpoint detection as part of the south African land degradation monitor (SALDI). In: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, pp. 1997 - 2000. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium , July 11, 2021 - July 16, 2021. IEEE, Brüssel, Belgien (2021)

Requena Mesa, C.; Benson, V.; Reichstein, M.; Runge, J.; Denzler, J.: EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA , June 19, 2021 - June 25, 2021. IEEE, Nashville, TN, USA (2021)

Adsuara, J. E.; Perez-Suay, A.; Moreno-Martınez, A.; Camps-Valls, G.; Kraemer, G.; Reichstein, M.; Mahecha, M. D.: Discovering differential equations from earth observation data. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 3999 - 4002. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, HI, USA, September 26, 2020 - October 02, 2020. IEEE (2021)

Besnard, S.; Koirala, S.; Santoro, M.; Weber, U.; Nelson, J. A.; Gütter, J.; Herault, B.; Kassi, J.; N'Guessan, A.; Neigh, C. et al.; Poulter, B.; Zhang, T.; Carvalhais, N.: Mapping global forest age from forest inventories, biomass and climate data. (2021)

Petrescu, A.M.R.; McGrath, M. J.; Andrew, R. M.; Peylin, P.; Peters, G. P.; Ciais, P.; Broquet, G.; Tubiello, F. N.; Gerbig, C.; Pongratz, J. et al.; Janssens-Maenhout, G.; Grassi, G.; Nabuurs, G.-J.; Regnier, P.; Lauerwald, R.; Kuhnert, M.; Balkovič, J.; Schelhaas, M.-J.; van der Gon, H. A. C. D.; Solazzo, E.; Qiu, C.; Pilli, R.; Konovalov, I. B.; Houghton, R. A.; Günther, D.; Perugini, L.; Crippa, M.; Ganzenmüller, R.; Luijkx, I. T.; Smith, P.; Munassar, S.; Thompson, R. L.; Conchedda, G.; Monteil, G.; Scholze, M.; Karstens, U.; Brockmann, P.; Dolman, A. J.: The consolidated European synthesis of CO₂ emissions and removals for the European Union and United Kingdom: 1990-2018. (2021)