Publikationen von Claire Robin
Alle Typen
Zeitschriftenartikel (2)
1.
Zeitschriftenartikel
Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Kai-Hendrik Cohrs, Adrian Höhl, Andrea Castelletti, Aytac Pacal, Claire Robin, Francesco Martinuzzi, Ioannis Papoutsis, Ioannis Prapas, Jorge Pérez-Aracil, Katja Weigel, Maria Gonzalez-Calabuig, Markus Reichstein, Martin Rabel, Matteo Giuliani, Miguel D. Mahecha, Oana-Iuliana Popescu, Oscar J. Pellicer-Valero, Said Ouala, Sancho Salcedo-Sanz, Sebastian Sippel, Spyros Kondylatos, Tamara Happé, and Tristan Williams, "Artificial intelligence for modeling and understanding extreme weather and climate events," Nature Communications 16, 1919 (2025).
2.
Zeitschriftenartikel
Chaonan Ji, Tonio Fincke, Vitus Benson, Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Fabian Gans, Guido Kraemer, Francesco Martinuzzi, David Montero, Karin Mora, Oscar J. Pellicer-Valero, Claire Robin, Maximilian Söchting, Melanie Weynants, and Miguel D Mahecha, "DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts," Scientific Data 12, 149 (2025).
Konferenzbeitrag (1)
3.
Konferenzbeitrag
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).
Preprint (2)
4.
Preprint
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).
5.
Preprint
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).