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Combined use of principal component analysis/multiple linear regression analysis and artificial neural network to assess the impact of meteorological parameters on fluctuation of selected PM2.5-bound elements.

Based on the data of the State of Global Air (2020), air quality deterioration in Thailand has caused ~32,000 premature deaths, while the World Health Organization evaluated that air pollutants can decrease the life expectancy in the country by two years. PM2.5 was collected at three air quality obs...

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Hlavní autoři: Siwatt Pongpiachan, Qiyuan Wang, Ronbanchob Apiratikul, Danai Tipmanee, Li Li, Li Xing, Xingli Mao, Guohui Li, Yongming Han, Junji Cao, Vanisa Surapipith, Aekkapol Aekakkararungroj, Saran Poshyachinda
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science (PLoS) 2024-01-01
Edice:PLoS ONE
On-line přístup:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0287187&type=printable
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