Source apportionment of PM2.5 using positive matrix factorization (PMF) at a rural site in Korea. (15th May 2018)

• Record Type: Journal Article
• Authors: Kim, Sunhye; Kim, Tae-Young; Yi, Seung-Muk; Heo, Jongbae
• Is Part Of: Journal of environmental management. Volume 214(2018)
• Page Start: 325
• Page End: 334
• Publication Date: 2018-05-15
• Subjects: Fine particulate matter -- Source apportionment -- Positive matrix factorization -- Conditional probability function -- Potential source contribution function; Environmental policy -- Periodicals; Environmental management -- Periodicals; Environment -- Periodicals; Ecology -- Periodicals; 363.705
• DOI: 10.1016/j.jenvman.2018.03.027
• Languages: English
• ISSNs: 0301-4797

Abstract

Abstract: The sources of different pollutants contributing to ambient fine particles (PM2.5 ) on Daebu Island, Korea, were estimated. Twenty four hour integrated filter samples were collected from May 21–November 1, 2016, and analyzed for organic carbon, elemental carbon, ions, and trace elements. Positive matrix factorization was conducted on the PM2.5 chemical speciation data from the samples to define the pathways and sources of PM2.5 at the sampling site. A total of 80 samples and 24 chemical species were used to run the model and a total of nine sources were identified: secondary sulfate (29.0%), mobile (22.0%), secondary nitrate (13.2%), oil combustion (10.1%), coal combustion (9.4%), aged sea salt (7.9%), soil (5.6%), non-ferrous smelting (1.7%), and industrial activity (1.1%). Conditional probability and potential source contribution functions were then used to determine whether these sources were local or came from pollutants transported over long-range distances. The anthropogenic sources came from local emissions and originated from both industrialized and metropolitan areas, whereas the secondary inorganic aerosols were strongly influenced by the long-range transport of air pollutants from Shandong and Jiangsu provinces in China. Highlights: Source apportionment of ambient PM2.5 is investigated in background area of Korea. Air pollutants from China enhance secondary inorganic aerosols contributions. Primary sources are effected by local sources of industrial and metropolitan areas.