Reichstein, Markus
- Bridging Remote Sensors with Multisensor Geospatial Foundation Models
2024/04/01 by Boran Han, Shuai Zhang, Han, Boran +5 · 14 citations
Computer Science · Social Sciences · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
- The FLUXCOM ensemble of global land-atmosphere energy fluxes
2018/12/11 by Martin Jung, Sujan Koirala, Jung, Martin +16 · 5 citations
Environmental Science · #Plant Water Relations and Carbon Dynamics #Atmospheric and Environmental Gas Dynamics #Climate variability and models
- Multi-modal learning for geospatial vegetation forecasting
2023/03/28 by Vitus Benson, Benson, Vitus, Claire Nicolle Robin +16 · 5 citations
Environmental Science · #Remote Sensing in Agriculture #Species Distribution and Climate Change #Land Use and Ecosystem Services
- EarthNet2021: A large-scale dataset and challenge for Earth surface\n forecasting as a guided video prediction task
2021/04/16 by Christian Requena‐Mesa, Requena-Mesa, Christian, Vitus Benson +7 · 3 citations
Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture
- AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
2024/06/28 by Gustau Camps‐Valls, Miguel‐Ángel Fernández‐Torres, Camps-Valls, Gustau +47 · 2 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Scientific Computing and Data Management
- Causal hybrid modeling with double machine learning
2024/02/20 by Kai-Hendrik Cohrs, Gherardo Varando, Cohrs, Kai-Hendrik +7 · 1 citation
Earth and Planetary Sciences · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Geological Modeling and Analysis #Machine Learning (cs.LG) #Methodology (stat.ME) #Reservoir Engineering and Simulation Methods