한국환경과학회지 제29권 제5호 (p.445-455)

|ORIGINAL ARTICLE|
도시의 산업특성이 미세먼지 농도에 미치는 영향

The Impacts of Industrial Characteristics of Cities on Fine Dust Levels
키워드 :
Fine dust,PM10,PM2.5,Industrial characteristic,Partial least squares regression

목차

Abstract
1. 서 론
   1.1. 연구의 배경 및 목적
   1.2. 선행연구 검토
2. 재료 및 방법
   2.1. 변수설정
   2.2. 연구범위
   2.3. 연구방법
3. 결과 및 고찰
   3.1. 미세먼지(PM10)
   3.2. 초미세먼지 (PM2.5)
4. 결론
REFERENCES

초록

Fine dust is one of the most critical environmental issues in Korea, and the government recognizes the need to establish customized reduction policies based on regional characteristics. Several studies on air pollutants investigate whether factories affect the distribution of fine dust in a particular region. However, understanding the impact of the entire industry sector requires further investigation. This study identifies the impacts of industrial characteristics on fine dust levels of 141 municipalities across Korea in 2016. A total of 23 variables were used, of which 12 referred to industries and 11 to general characteristics of each city. Due to the high correlation between independent variables, partial least squares (PLS) regression models were used. The analysis identified 14 significant variables for PM10 and 13 for PM2.5. Therefore, the results suggest that local industrial characteristics can significantly influence fine dust levels and provide suggestions for establishing customized reduction policies based on local characteristics.