Ji, C.; Fincke, T.; Benson, V.; Camps-Valls, G.; Fernández-Torres, M.-Á.; Gans, F.; Kraemer, G.; Martinuzzi, F.; Montero, D.; Mora, K. et al.; Pellicer-Valero, O. J.; Robin, C.; Söchting, M.; Weynants, M.; Mahecha, M. D.: DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts. Scientific Data 12, 149 (2025)

Li, W.; Migliavacca, M.; Miralles, D. G.; Reichstein, M.; Anderegg, W. R. L.; Yang, H.; Orth, R.: Disentangling effects of vegetation structure and physiology on land-atmosphere coupling. Global Change Biology 31 (1), e70035 (2025)

Bright, R. M.; Caporaso, L.; Duveiller, G.; Piccardo, M.; Cescatti, A.: Biogeophysical radiative forcings of large-scale afforestation in Europe are highly localized and dominated by surface albedo change. Geophysical Research Letters 52 (1), e2024GL112739 (2025)

Dunkl, I.; Bastos, A.; Ilyina, T.: Compensatory effects conceal large uncertainties in the modelled processes behind the relationship between the El Niño–Southern Oscillation (ENSO) and CO₂. Earth System Dynamics 16 (1), pp. 151 - 167 (2025)

Chen, S.; Huang, J.; Huang, J.; Wang, P.; Sun, C.; Zhang, Z.; Jiang, S.: Explainable deep learning identifies patterns and drivers of freshwater harmful algal blooms. Environmental Science and Ecotechnology 23, 100522 (2025)

Wang, T.; Zhang, Y.; Yue, C.; Wang, Y.; Wang, X.; Lyu, G.; Wei, J.; Yang, H.; Piao, S.: Progress and challenges in remotely sensed terrestrial carbon fluxes. Geo-spatial Information Science 28 (1), pp. 1 - 21 (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)

Kepp, J.; Kiese, R.; Klaus, V. H.; Kleinebecker, T.; Pacay-Barrientos, N. L.; Schäufele, R.; Schloter, M.; Schöning, I.; Schrumpf, M.; Schulz, S. et al.; Schwärzler, T.; Schweizer, S. A.; Dannenmann, M.: Long-term changes of delta15n natural abundance in 72 temperate grassland soils are small and indicate management rather than climate and biodiversity. SSRN Conference Paper Series (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)

Shi, Z.; Zhao, W.; Xiong, Y.; Lian, X.; Fang, J.; Jiang, S.; Yan, C.; Winkler, A.; Qiu, G. Y.: A theoretical framework for critical canopy temperature and its potential to improve remote-sensing-based estimation of evapotranspiration. SSRN Conference Paper Series (2025)

Cattry, M.; Zhao, W.; Nathaniel, J.; Qiu, J.; Zhang, Y.; Gentine, P.: EcoPro-LSTM_v0: A memory-based machine learning approach to predicting ecosystem dynamics across time scales in mediterranean environments. EGUsphere (2025)

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

Botia, S.; Dias-Junior, C. Q.; Komiya, S.; van der Woude, A.; Terristi, M.; de Kok, R.; Koren, G.; van Asperen, H.; Jones, S. P.; D'Oliveira, F. A. F. et al.; Weber, U.; Marques-Filho, E.; Toro, I. M. C.; Araújo, A.; Lavric, J.; Walter, D.; Li, X.; Wigneron, J.-P.; Stocker, B.; de Souza, J. G.; O'Sullivan, M.; Sitch, S.; Ciais, P.; Chevallier, F.; Li, W.; Luijkx, I. T.; Peters, W.; Quesada, C. A.; Zaehle, S.; Trumbore, S. E.; Bastos, A.: Reduced vegetation uptake during the extreme 2023 drought turns the Amazon into a weak carbon source. ESS Open Archive (2025)

Kösters, L.; Karbstein, K.; Hofmann, M.; Hodac, L.; Mäder, P.; Wäldchen, J.: Data fusion for integrative species identification using deep learning. bioRxiv: the preprint server for biology (2025)

Pacheco-Labrador, J.; Gomarasca, U.; Pabon-Moreno, D. E.; Li, W.; Migliavacca, M.; Jung, M.; Duveiller, G.: BOSSE v1.0: the Biodiversity Observing System Simulation Experiment. EGUsphere (2025)

Tarieiev, A.; Karbstein, K.; Gailing, O.: Phylogenetic and taxonomic insights into Betula: low-coverage whole genome sequencing and plastome analysis with focus on the rare Ukrainian endemic species Betula klokovii Zaverucha. bioRxiv: the preprint server for biology (2025)