Publikationen von Lazaro Alonso

Jeran Poehls, Lazaro Alonso, Sujan Koirala, Nuno Carvalhais, and Markus Reichstein, "Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles," Journal of Hydrology 652, 132624 (2025).

Ilektra Karasante, Lazaro Alonso, Ioannis Prapas, Akanksha Ahuja, Nuno Carvalhais, and Ioannis Papoutsis, "SeasFire cube - a multivariate dataset for global wildfire modeling," Scientific Data 12, 368 (2025).

Rackhun Son, Tobias Stacke, Veronika Gayler, Julia E. M. S. Nabel, Reiner Schnur, Lazaro Alonso, Christian Requena Mesa, Alexander Winkler, Stijn Hantson, Sönke Zaehle, Ulrich Weber, and Nuno Carvalhais, "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).

Shanning Bao, Lazaro Alonso, Siyuan Wang, Johannes Gensheimer, Ranit De, and Nuno Carvalhais, "Toward robust parameterizations in ecosystem‐level photosynthesis models," Journal of Advances in Modeling Earth Systems 15 (8), e2022MS003464 (2023).

Vitus Benson, Claire Robin, Christian Requena Mesa, Lazaro Alonso, Nuno Carvalhais, José Cortés, Zhihan Gao, Nora Linscheid, Melanie Weynants, and Markus Reichstein, "Multi-modal learning for geospatial vegetation forecasting", in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), (2024).

Vitus Benson, Christian Requena Mesa, Claire Robin, Lazaro Alonso, José Cortés, Zhihan Gao, Nora Linscheid, Melanie Weynants, and Markus Reichstein, "Forecasting localized weather impacts on vegetation as seen from space with meteo-guided video prediction", in arXiv, (2023).

Claire Robin, Christian Requena Mesa, Vitus Benson, Lazaro Alonso, Jeran Poehls, Nuno Carvalhais, and Markus Reichstein, "Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs", in arXiv, (2022).