29 citations · 49 across the 3 of their papers we have counts for
3 papers
cs.CV2025
Learning Representations of Satellite Images with Evaluations on Synoptic Weather Events
Ting-Shuo Yo, Shih-Hao Su, Chien-Ming Wu +4
This study applied representation learning algorithms to satellite images and evaluated the learned latent spaces with classifications of various weather events. The algorithms inv…
physics.ao-ph2024★ 29 cited
A Deep Learning Approach to Radar-based QPE
Ting-Shuo Yo, Shih-Hao Su, Jung-Lien Chu +2
In this study, we propose a volume-to-point framework for quantitative precipitation estimation (QPE) based on the Quantitative Precipitation Estimation and Segregation Using Multi…
physics.ao-ph2019★ 20 cited
Identification of synoptic weather types over Taiwan area with multiple classifiers
Shih-Hao Su, Jung-Lien Chu, Ting-Shuo Yo +1
In this study, a novel machine learning approach was used to classify three types of synoptic weather events in Taiwan area from 2001 to 2010. We used reanalysis data with three ma…