Publikationen von Melanie Weynants
Alle Typen
Zeitschriftenartikel (2)
1.
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).
2.
Zeitschriftenartikel
Julia Hackländer, Leandro Parente, Yu-Feng Ho, Tomislav Hengl, Rolf Simoes, Davide Consoli, Murat Şahin, Xuemeng Tian, Martin Jung, Martin Herold, Gregory Duveiller, Melanie Weynants, and Ichsani Wheeler, "Land potential assessment and trend-analysis using 2000–2021 FAPAR monthly time-series at 250 m spatial resolution," PeerJ 12, e16972 (2024).
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 (1)
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).