Yao-Ying Ma

Convective cloud identification in all-sky ground-based and satellite-based images using vision transformers

The detection of dangerous convective cloud types, specifically cumulonimbus and towering cumulus, is crucial for aviation safety and meteorological forecasting. Traditionally reliant on human observers, this process is limited by subjectivity, high costs, and lack of scalability. Although deep learning models, particu...