[A-TT49] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[ATT49-11] Vision Transformer-Based Sea Surface Wind Field Retrieval from SAR Imagery in Taiwan’s Offshore Waters

*De-Ming Wang¹, Chiung-Shen Ku², Yunung Nina Lin³, Chian-Yi Liu⁴ (1. Department of Electrical Engineering, National Taiwan University, 2. Institute of Aerospace and Systems Engineering, National Taipei University of Technology, 3. Institute of Earth Sciences, Academia Sinica, 4. Research Center for Environmental Changes, Academia Sinica)

Keywords:Synthetic Aperture Radar (SAR), Vision Transformer (ViT), Sea Surface Wind Field (SSWF), Deep Learning