Vitus Benson

According to our database, Vitus Benson authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Atmospheric Transport Modeling of CO₂ with Neural Networks.

Vitus Benson, Ana Bastos, Christian Reimers, Alexander J. Winkler, Fanny Yang, Markus Reichstein

CoRR, 2024

DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes.

Chaonan Ji, Tonio Fincke, Vitus Benson, Gustau Camps-Valls, Miguel-Angel Fernandez-Torres, Fabian Gans, Guido Kraemer, Francesco Martinuzzi, David Montero, Karin Mora, Oscar J. Pellicer-Valero, Claire Robin, Maximilian Söchting, Mélanie Weynants, Miguel D. Mahecha

CoRR, 2024

Multi-Modal Learning for Geospatial Vegetation Forecasting.

Vitus Benson, Claire Robin, Christian Requena-Mesa, Lázaro Alonso, Nuno Carvalhais, José Cortés, Zhihan Gao, Nora Linscheid, Mélanie Weynants, Markus Reichstein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Forecasting localized weather impacts on vegetation as seen from space with meteo-guided video prediction.

Vitus Benson, Christian Requena-Mesa, Claire Robin, Lázaro Alonso, José Cortés, Zhihan Gao, Nora Linscheid, Mélanie Weynants, Markus Reichstein

CoRR, 2023

2022

Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs.

Claire Robin, Christian Requena-Mesa, Vitus Benson, Lázaro Alonso, Jeran Poehls, Nuno Carvalhais, Markus Reichstein

CoRR, 2022

2021

EarthNet2021: A Large-Scale Dataset and Challenge for Earth Surface Forecasting as a Guided Video Prediction Task.

Christian Requena-Mesa, Vitus Benson, Markus Reichstein, Jakob Runge, Joachim Denzler

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts.

Christian Requena-Mesa, Vitus Benson, Joachim Denzler, Jakob Runge, Markus Reichstein

CoRR, 2020

Assessing out-of-domain generalization for robust building damage detection.

Vitus Benson, Alexander S. Ecker

CoRR, 2020