29 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
4 papers
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…
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…
Accurate and Clear Precipitation Nowcasting with Consecutive Attention and Rain-map Discrimination
Ashesh, Buo-Fu Chen, Treng-Shi Huang +3
Precipitation nowcasting is an important task for weather forecasting. Many recent works aim to predict the high rainfall events more accurately with the help of deep learning tech…
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…