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

Viewed

Total article views: 3,919 (including HTML, PDF, and XML)
HTML PDF XML Total Supplement BibTeX EndNote
3,269 571 79 3,919 191 61 74
  • HTML: 3,269
  • PDF: 571
  • XML: 79
  • Total: 3,919
  • Supplement: 191
  • BibTeX: 61
  • EndNote: 74
Views and downloads (calculated since 12 Sep 2022)
Cumulative views and downloads (calculated since 12 Sep 2022)

Viewed (geographical distribution)

Total article views: 3,919 (including HTML, PDF, and XML) Thereof 3,919 with geography defined and 0 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Latest update: 18 May 2025
Download
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.
Share