no code implementations • 1 Feb 2024 • Buo-Fu Chen, Boyo Chen, Chun-Min Hsiao, Hsu-Feng Teng, Cheng-Shang Lee, Hung-Chi Kuo
By training with uniquely labeled data integrating best tracks and numerical model analysis of 2004 to 2018 TCs, our model converts multichannel satellite imagery to a 0-750-km wind profile of axisymmetric surface winds.
no code implementations • 16 Feb 2021 • Ashesh, Buo-Fu Chen, Treng-Shi Huang, Boyo Chen, Chia-Tung Chang, Hsuan-Tien Lin
We propose a new deep learning model for precipitation nowcasting that includes both the discrimination and attention techniques.
no code implementations • 28 Oct 2020 • Boyo Chen, Buo-Fu Chen, Chun-Min Hsiao
This study applies CNN on satellite images to create the entire TC structure profiles, covering all the structural parameters.
no code implementations • 28 Oct 2020 • Boyo Chen, Buo-Fu Chen, Yun-Nung Chen
Analyzing big geophysical observational data collected by multiple advanced sensors on various satellite platforms promotes our understanding of the geophysical system.