Kaiyu (Kyle) Chen
Heatwaves and Urban Heat Islands
Heat stress due to urbanization and human-caused climate change induces uncomfortable living circumstances that potentially threaten human health. To avoid being exposed to extreme heat stress, better management is needed for urban development.
Ambien Air pollution
Ambient air quality level has profound impacts on human health. It is a big challenge to control air pollution since the increasing energy consumption and human activities as well as more likely fire weather due to global warming and dryness. A deeper understanding of the source and both the chemical and physical dynamics of the pollutants helps to prevent air quality becoming worse.
Machine Learning
Taking advantage of the development of computational techniques, machine learning tools are widely used in the assessment and measurement of ambient air quality. This technique is helpful in developing a fast-response, near-realtime and reliable estimation of air quality and potential risk to extreme events.