Measuring tropical rainforest resilience under non-Gaussian disturbances
Benson, Vitus, Donges, Jonathan F, Boers, Niklas, Hirota, Marina, Morr, Andreas, Staal, Arie, Vollmer, Jürgen, Wunderling, Nico
Published in Environmental research letters (01.02.2024)
Published in Environmental research letters (01.02.2024)
Get full text
Journal Article
Global patterns of tree wood density
Yang, Hui, Wang, Siyuan, Son, Rackhun, Lee, Hoontaek, Benson, Vitus, Zhang, Weijie, Zhang, Yahai, Zhang, Yuzhen, Kattge, Jens, Boenisch, Gerhard, Schepaschenko, Dmitry, Karaszewski, Zbigniew, Stereńczak, Krzysztof, Moreno‐Martínez, Álvaro, Nabais, Cristina, Birnbaum, Philippe, Vieilledent, Ghislain, Weber, Ulrich, Carvalhais, Nuno
Published in Global change biology (01.03.2024)
Published in Global change biology (01.03.2024)
Get full text
Journal Article
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task
Requena-Mesa, Christian, Benson, Vitus, Reichstein, Markus, Runge, Jakob, Denzler, Joachim
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Get full text
Conference Proceeding
Atmospheric Transport Modeling of CO$_2$ with Neural Networks
Benson, Vitus, Bastos, Ana, Reimers, Christian, Winkler, Alexander J, Yang, Fanny, Reichstein, Markus
Year of Publication 20.08.2024
Year of Publication 20.08.2024
Get full text
Journal Article
Measuring tropical rainforest resilience under non-Gaussian disturbances
Benson, Vitus, Donges, Jonathan F, Boers, Niklas, Hirota, Marina, Morr, Andreas, Staal, Arie, Vollmer, Jürgen, Wunderling, Nico
Published in arXiv.org (24.10.2023)
Published in arXiv.org (24.10.2023)
Get full text
Paper
Journal Article
Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs
Robin, Claire, Requena-Mesa, Christian, Benson, Vitus, Alonso, Lazaro, Poehls, Jeran, Carvalhais, Nuno, Reichstein, Markus
Year of Publication 24.10.2022
Year of Publication 24.10.2022
Get full text
Journal Article
Multi-Modal Learning for Geospatial Vegetation Forecasting
Benson, Vitus, Robin, Claire, Requena-Mesa, Christian, Alonso, Lazaro, Carvalhais, Nuno, Cortes, Jose, Gao, Zhihan, Linscheid, Nora, Weynants, Melanie, Reichstein, Markus
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Get full text
Conference Proceeding
DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes
Ji, Chaonan, Fincke, Tonio, Benson, Vitus, Camps-Valls, Gustau, Fernandez-Torres, Miguel-Angel, Gans, Fabian, Kraemer, Guido, Martinuzzi, Francesco, Montero, David, Mora, Karin, Pellicer-Valero, Oscar J, Robin, Claire, Soechting, Maximilian, Weynants, Melanie, Mahecha, Miguel D
Year of Publication 26.06.2024
Year of Publication 26.06.2024
Get full text
Journal Article
Multi-modal learning for geospatial vegetation forecasting
Benson, Vitus, Robin, Claire, Requena-Mesa, Christian, Alonso, Lazaro, Carvalhais, Nuno, Cortés, José, Gao, Zhihan, Linscheid, Nora, Weynants, Mélanie, Reichstein, Markus
Year of Publication 28.03.2023
Year of Publication 28.03.2023
Get full text
Journal Article
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task
Requena-Mesa, Christian, Benson, Vitus, Reichstein, Markus, Runge, Jakob, Denzler, Joachim
Year of Publication 16.04.2021
Year of Publication 16.04.2021
Get full text
Journal Article
EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts
Requena-Mesa, Christian, Benson, Vitus, Denzler, Joachim, Runge, Jakob, Reichstein, Markus
Year of Publication 11.12.2020
Year of Publication 11.12.2020
Get full text
Journal Article
Atmospheric Transport Modeling of CO\(_2\) with Neural Networks
Benson, Vitus, Bastos, Ana, Reimers, Christian, Winkler, Alexander J, Yang, Fanny, Reichstein, Markus
Published in arXiv.org (20.08.2024)
Get full text
Published in arXiv.org (20.08.2024)
Paper
DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes
Ji, Chaonan, Fincke, Tonio, Benson, Vitus, Camps-Valls, Gustau, Fernandez-Torres, Miguel-Angel, Gans, Fabian, Kraemer, Guido, Martinuzzi, Francesco, Montero, David, Mora, Karin, Pellicer-Valero, Oscar J, Robin, Claire, Soechting, Maximilian, Weynants, Melanie, Mahecha, Miguel D
Published in arXiv.org (26.06.2024)
Get full text
Published in arXiv.org (26.06.2024)
Paper