Requena-Mesa, Christian
- Generating Physically-Consistent Satellite Imagery for Climate Visualizations
2021/04/10 by Björn Lütjens, Lütjens, Björn, Brandon Leshchinskiy +23 · 4 citations
Computer Science · Environmental Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Flood Risk Assessment and Management #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Multi-modal learning for geospatial vegetation forecasting
2023/03/28 by Vitus Benson, Claire Nicolle Robin, Benson, Vitus +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
- Physics-informed GANs for Coastal Flood Visualization
2020/10/16 by Lütjens, Björn, Leshchinskiy, Brandon, Requena-Mesa, Christian +8 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering