The Seasonal Variation of the Concentrations of Ozone, Sulfur Dioxide, and Nitrogen Oxides in Two Nigerian Cities

被引:10
作者
Raheem, A. M. O. Abdul [1 ]
Adekola, F. A. [1 ]
Obioh, I. O. [2 ]
机构
[1] Univ Ilorin, Dept Chem, Ilorin, Nigeria
[2] Obafemi Awolowo Univ, Ctr Energy Res & Dev, Ife, Nigeria
关键词
Multivariate methods; Principal component analysis (PCA) and regression (PCR); Atmospheric chemistry; Environmental pollution; Ozone prediction; PRINCIPAL COMPONENT REGRESSION; AIR-POLLUTION; TRENDS; TRANSPORT;
D O I
10.1007/s10666-008-9142-x
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A combination of multivariate statistical methods including factor analysis, principal component analysis, principal component regression, and multiple linear regression (MLR) were employed to evaluate the influence of seasons on the concentrations of ozone, sulfur (IV) oxide, and oxides of nitrogen in ambient air of Nigerian cities of Lagos and Ilorin. The former city is located in the coastal area, and it is highly congested with a high intensity of marine, vehicular, and industrial activities, and the latter city is a medium size town, located in the central guinea savannah zone of Nigeria. Samples were collected using a high-volume sampler from near the ground at various sites of diverse human and industrial activities, during wet and dry seasons from 2003 to 2006. The PCA reveals three distinct groupings during the day for all data, which is a reflection of different factors contributing to the atmospheric chemistry of these cities. The predicted ozone concentration values by MLR agree fairly well with the measured data. The dependence of ozone on meteorological parameters including relative humidity, air temperature, and sun exposure and the precursor pollutants depends on weather and the anthropogenic activities. The results for the two cities indicate that reduction in the level of NO2 is accompanied by an increase in the level of ozone, suggesting the interconversion between the two via photochemical activity.
引用
收藏
页码:497 / 509
页数:13
相关论文
共 27 条
[1]   Spatial and temporal variability of ground-level ozone in Castilla-Leon (Spain) [J].
Alvarez, E ;
de Pablo, F ;
Tomás, C ;
Rivas, L .
INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, 2000, 44 (01) :44-51
[2]   Examination of criteria for local model principal component regression [J].
Bakken, GA ;
Long, DR ;
Kalivas, JH .
APPLIED SPECTROSCOPY, 1997, 51 (12) :1814-1822
[3]   Accounting for meteorological effects in measuring urban ozone levels and trends [J].
Bloomfield, P ;
Royle, JA ;
Steinberg, LJ ;
Yang, Q .
ATMOSPHERIC ENVIRONMENT, 1996, 30 (17) :3067-3077
[4]   The trend of surface ozone in Taipei, Taiwan, and its causes: Implications for ozone control strategies [J].
Chou, Charles C. -K. ;
Liu, Shaw C. ;
Lin, Chuan-Yao ;
Shiu, Chein-Jung ;
Chang, Ken-Hui .
ATMOSPHERIC ENVIRONMENT, 2006, 40 (21) :3898-3908
[5]   METEOROLOGICALLY ADJUSTED OZONE TRENDS IN URBAN AREAS - A PROBABILISTIC APPROACH [J].
COX, WM ;
CHU, SH .
ATMOSPHERIC ENVIRONMENT PART B-URBAN ATMOSPHERE, 1993, 27 (04) :425-434
[6]  
Einax JW., 1997, Chemometrics in environmental analysis
[7]  
*ICMA, 1972, METH AIR SAMPL AN, P329
[8]  
Jackson J. E, 1991, USERS GUIDE PRINCIPA
[9]   Transport of Asian air pollution to North America [J].
Jaffe, D ;
Anderson, T ;
Covert, D ;
Kotchenruther, R ;
Trost, B ;
Danielson, J ;
Simpson, W ;
Berntsen, T ;
Karlsdottir, S ;
Blake, D ;
Harris, J ;
Carmichael, G ;
Uno, I .
GEOPHYSICAL RESEARCH LETTERS, 1999, 26 (06) :711-714
[10]   Analysis of sources and partitioning of oxidant in the UK -: Part 1:: the NOX-dependence of annual mean concentrations of nitrogen dioxide and ozone [J].
Jenkin, ME .
ATMOSPHERIC ENVIRONMENT, 2004, 38 (30) :5117-5129