Publikationen von Lazaro Alonso
Alle Typen
Zeitschriftenartikel (4)
2025
Zeitschriftenartikel
652, 132624 (2025)
Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles. Journal of Hydrology
Zeitschriftenartikel
12, 368 (2025)
SeasFire cube - a multivariate dataset for global wildfire modeling. Scientific Data 2024
Zeitschriftenartikel
16 (1), e2023MS003710 (2024)
Integration of a deep-learning-based fire model into a global land surface model. Journal of Advances in Modeling Earth Systems 2023
Zeitschriftenartikel
15 (8), e2022MS003464 (2023)
Toward robust parameterizations in ecosystem‐level photosynthesis models. Journal of Advances in Modeling Earth Systems Konferenzbeitrag (1)
2024
Konferenzbeitrag
Multi-modal learning for geospatial vegetation forecasting. In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle , 17. Juni 2024 - 21. Juni 2024. (2024)
Preprint (2)
2023
Preprint
Forecasting localized weather impacts on vegetation as seen from space with meteo-guided video prediction. arXiv (2023)
2022
Preprint
Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs. arXiv (2022)