Articles | Volume 16, issue 5
https://doi.org/10.5194/amt-16-1279-2023
https://doi.org/10.5194/amt-16-1279-2023
Research article
 | 
10 Mar 2023
Research article |  | 10 Mar 2023

Typhoon-associated air quality over the Guangdong–Hong Kong–Macao Greater Bay Area, China: machine-learning-based prediction and assessment

Yilin Chen, Yuanjian Yang, and Meng Gao

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Latest update: 20 Nov 2024
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Short summary
The Guangdong–Hong Kong–Macao Greater Bay Area suffers from summertime air pollution events related to typhoons. The present study leverages machine learning to predict typhoon-associated air quality over the area. The model evaluation shows that the model performs excellently. Moreover, the change in meteorological drivers of air quality on typhoon days and non-typhoon days suggests that air pollution control strategies should have different focuses on typhoon days and non-typhoon days.