Impact of COVID-19 on PM2.5 concentrations in Singapore, Indonesia, and Thailand: Cluster Analysis and Generalized Additive Mixed Models

Impact of COVID-19 on PM2.5 concentrations in Singapore, Indonesia, and Thailand: Cluster Analysis and Generalized Additive Mixed Models

This paper examines the influence of COVID-19-related factors on PM2.5 concentrations (PM2.5) in Singapore, Indonesia, and Thailand from January 2018 to December 2021. Using data from four sources, cluster analysis based on six socioeconomic indices was employed to select these countries for focused...

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Bibliographic Details
Main Authors: Wong Ming Wong, Shian-Yang Tzeng, Hao-Fan Mo, Wunhong Su
Format: Article
Language:English
Published: Polish Academy of Sciences 2024-12-01
Series:Archives of Environmental Protection
Subjects:
covid-19;
pm2.5;
cluster analysis;
generalized additive mixed model;
thailand;
singapore;
indonesia;
Online Access:https://journals.pan.pl/Content/133571/PDF/Archives50no4pp116_126.pdf
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https://journals.pan.pl/Content/133571/PDF/Archives50no4pp116_126.pdf

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