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군집분석을 활용한 부산지역 오존, PM10 측정소의 유사성 분석 KCI 등재

An Analysis of Similarity between Air Quality Monitoring Stations in Busan using Cluster Analysis

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

This study was conducted to determine correlations and similarity between the ozone and PM10 data of 19 air quality monitoring stations in Busan from 2013 to 2016, using correlation and cluster analyses. Ozone concentrations ranged from 0.0278±0.0148 ppm at Gwangbok to 0.0378±0.017 ppm at Taejongdae and were high in suburban areas, such as Yongsuri and Gijang, as well as in coastal areas, such as Jaw, Gwangan, Taejongdae and Noksan. PM10 concentrations ranged from 37.2±25.0 ug/m3 at Gijang to 58.3±32.2 ug/m3 at and Jangrim. PM10 concentrations were high in the west, exceeding the annual ambient air quality standard of 50 ug/m3. Positive correlations were observed for ozone at most stations, ranging from 0.61 between Taejongdae and Sujeong to 0.92 between Bugok and Myeongjang. The correlation coefficients of PM10 between stations ranged from 0.62 between Jangrim and Jaw to 0.9 between Gwangbok and Sujeong. Yeonsan, Daeyeon, and Myeongjang were highly correlated with other stations, so they needed to be reviewed for redundancy. Ozone monitoring stations were initially divided into two sections, north-western areas and suburban-coastal areas. The suburban-coastal areas were subsequently divided into three sections. PM10 monitoring stations were initially divided into western and remaining areas, and then the remaining areas were subsequently divided into three sections.

목차
Abstract
 1. 서 론
 2. 자료 및 방법
  2.1. 오존 및 PM10 측정자료
  2.2. 상관분석
  2.3. 군집분석
 3. 결과 및 고찰
  3.1. 2013-2016년 오존, PM10 농도분포
  3.2. 오존, PM10의 지점별 상관관계
  3.3. 군집분석을 활용한 유사성 분류
 4. 결 론
 REFERENCES
저자
  • 도우곤(부산광역시 보건환경연구원) | Woo-gon Do (Busan Metropolitan City Institute of Health and Environ)
  • 정우식(인제대학교 대기환경정보공학과/대기환경정보연구센타) | Woo-sik Jung (Department of Atmospheric Environment Information Engineering, Atmospheric Environment Information Research Center, Inje University) Corresponding author