Publications of Melanie Weynants

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)

Hackländer​, J.; Parente, L.; Ho, Y.-F.; Hengl, T.; Simoes, R.; Consoli, D.; Şahin, M.; Tian, X.; Jung, M.; Herold, M. et al.; Duveiller, G.; Weynants, M.; Wheeler, I.: Land potential assessment and trend-analysis using 2000–2021 FAPAR monthly time-series at 250 m spatial resolution. PeerJ 12, e16972 (2024)

Benson, V.; Robin, C.; Requena Mesa, C.; Alonso, L.; Carvalhais, N.; Cortés, J.; Gao, Z.; Linscheid, N.; Weynants, M.; Reichstein, M.: 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 , June 17, 2024 - June 21, 2024. (2024)

Benson, V.; Requena Mesa, C.; Robin, C.; Alonso, L.; Cortés, J.; Gao, Z.; Linscheid, N.; Weynants, M.; Reichstein, M.: Forecasting localized weather impacts on vegetation as seen from space with meteo-guided video prediction. arXiv (2023)