
Publications of Vitus Benson
All genres
Journal Article (4)
2025
Journal Article
17 (2), e2024MS004655 (2025)
Atmospheric transport modeling of CO2 with neural networks. Journal of Advances in Modeling Earth Systems
Journal Article
12, 149 (2025)
DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts. Scientific Data 2024
Journal Article
30 (3), e17224 (2024)
Global patterns of tree wood density. Global Change Biology
Journal Article
19 (2), 024029 (2024)
Measuring tropical rainforest resilience under non-Gaussian disturbances. Environmental Research Letters Conference Paper (2)
2024
Conference Paper
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)
2021
Conference Paper
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA , June 19, 2021 - June 25, 2021. IEEE, Nashville, TN, USA (2021)
Preprint (3)
2024
Preprint
Early warning of complex climate risk with integrated artificial intelligence. Research Square (2024)
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)