다변량해석을 이용한 서울시 하계 스모그의 형태 분류

Multivariate Analysis for Classification of Smog Type during the Summer Season in Seoul, Korea

  • 발행 : 1993.12.01

초록

In order to calssify smog type durnig the summer season in Seoul, air Quality and meterorological data were analyzed by multivariate analysis. Among 15 variables relating to visibility, 10 variables were selected by multiple regression analysis for clustering of smog types; total suspended particle, sulfur dioxide, ozone, ntrogen dioxide, total hydrocarbon, south-north wind component, ralative humidity, precipitable water, mixing height and air temperature. Somg types were grouped into three clusters using cubic clustering criterion and the mumbers of days in each cluster were contained 74, 28 and 16 days. Each cluster was seperated clearly by sulfur dioxide, precipitable water and air teperature. The first cluster was representative of high ozone concentration and prevailing meterological conditions for ozone formation. Therefore, visibility in the first cluster was considered to be affected by photochemical smog. The third cluster showed characteristics of sulphurous smog type due to the higher concentration of primary pollutant, based on the dry condition than that in another cluster. On the other hand, the characteristic of the second cluster was not relatively clear, but considered to be in an intermediate characteristic between photochemical smog and sulphurous smog type.

키워드

참고문헌

  1. SAS 군집분석 김기영;전명식
  2. 한국대기보전학회지 v.7 no.1 중부지방 각지의 대기오염잠재력에 관한 연구 이종범
  3. 한국대기보전학회지 v.8 no.1 도시의 대기오염과 시정감소에 관하여 정용승;김태군;정재섭
  4. SAS 희귀분석 허명회
  5. Atmospheric Environment v.12 A Multivariate statistical analysis of visibility degradation at four California cities Barone,J.B.;T.A.Cahill;R.A.Eldred;R.G.Flocchini;D.J.Shadoan;T.M.Dietz
  6. J. Air. Pol. Control. Assoc. v.29 Relationships between air pollutant and visibility Leaderer,B.P.;T.R.Holford;J.Stolwijk
  7. Boundary Layer Climates Oke,T.R.
  8. NYAS Source identification and resolution through application of factor and cluster analysis Philip,K.H.
  9. Atmospheric Environment v.10 The use of multivariate analysis to identify sources of selected elements in the Boston urban aerosol Philip,K.H.;E.S.Gladney;A.G.Jones
  10. Monthly Weather Review v.67 no.4 Computation of depth of precipitable water in a column of air Solot,S.B.
  11. Atmospheric Environment v.13 Visibility in the southwest an exploration of the historical data base Trijonis,J.C.
  12. J. Air. Pol. Control Assoc. v.30 no.2 Protection against visibility impairment under the Clean Air Act William,H.;J.Lewis
  13. J. Air. Pol. Control Assoc. v.31 no.7 Ambient ozone concentration patterns among eastern U.S. urban areas using factor analysis William,M.C.;J.Clark