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인자분석을 이용한 광주지역 미세먼지(PM10)의 특성 연구 KCI 등재

Characteristics of PM10 in Gwangju Using Factor Analysis

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한국환경과학회지 (Journal of Environmental Science International)
한국환경과학회 (The Korean Environmental Sciences Society)
초록

The objective of this study was to estimate air quality trends in the study area by surveying monthly and seasonal concentration trends. To do this, the mass concentration of PM10 samples and the metals, ions, and total carbon in the PM10 were analyzed. The mean concentration of PM10 was 33.9 ㎍/㎥. The composition of PM10 was 39.2% ionic species, 5.1% metallic species, and 26.6% carbonic species (EC and OC). Ionic species, especially sulfate, ammonium, and nitrate, were the most abundant in the PM10 and had a high correlation coefficient with PM10. Seasonal variation of PM10 showed a similar pattern to those of ionic and metallic species. with high concentration during the winter and spring seasons. PM10 showed high correlation with the ionic species NO3 - and NH4 +. In addition, NH4 + was highly correlated with SO4 2- and NO3 -. We obtained four factors through factor analysis and determined the pollution sources using the United States Environmental Protection Agency(U.S. EPA) pollution profile. The first factor accounted for 51.1% of PM10 from complex sources, that is, soil, motor vehicles, and secondary particles: the second factor indicated marine sources; the third factor, industry-related sources; and the last factor, heating-related sources. However, the pollution profile used in this study may be somewhat different from the actual situation in Korea because it was from US EPA. Therefore, to more accurately estimate the pollutants present, it is necessary to create a pollution profile for Korea.

목차
Abstract
 1. 서 론
 2. 실험 및 방법
  2.1. 채취지점 및 방법
  2.2. 분석방법
  2.3. 자료분석
 3. 결과 및 고찰
  3.1. 미세먼지 농도 및 구성성분
  3.2. 이온성분의 농도분포
  3.3. 중금속의 농도분포
  3.4. 계절별 농도분포
  3.5. 상관분석
  3.6. 인자분석
 4. 결 론
 REFERENCES
저자
  • 이세행(광주광역시보건환경연구원 환경연구부) | Se-Haeng Lee (Gwanju Metropolitan Health & Environment Research Institute Department of Environmental Engineering) Corresponding author
  • 서광엽(광주광역시보건환경연구원 환경연구부) | Gwang-yeop Seo (Gwanju Metropolitan Health & Environment Research Institute Department of Environmental Engineering)
  • 윤상훈(광주광역시보건환경연구원 환경연구부) | Sang-Hoon Yoon (Gwanju Metropolitan Health & Environment Research Institute Department of Environmental Engineering)
  • 양윤철(광주광역시보건환경연구원 환경연구부) | Yoon-Cheol Yang (Gwanju Metropolitan Health & Environment Research Institute Department of Environmental Engineering)
  • 김선정(광주광역시보건환경연구원 환경연구부) | Sun-Jung Kim (Gwanju Metropolitan Health & Environment Research Institute Department of Environmental Engineering)
  • 조영관(광주광역시보건환경연구원 환경연구부) | Young-gwan Cho (Gwanju Metropolitan Health & Environment Research Institute Department of Environmental Engineering)
  • 배석진(광주광역시보건환경연구원 환경연구부) | Seok-Jin Bae (Gwanju Metropolitan Health & Environment Research Institute Department of Environmental Engineering)