Impact of meteorological factors on ozone concentrations modelled by time series analysis and multivariate statistical methods

被引：85

作者：

Kovac-Andric, E. ^{[1
]}

Brana, J. ^{[2
]}

Gvozdic, V. ^{[1
]}

机构：

[1] Univ JJ Strossmayer, Dept Chem, Osijek, Croatia

[2] Univ JJ Strossmayer, Dept Phys, Osijek, Croatia

来源：

ECOLOGICAL INFORMATICS | 2009年 / 4卷 / 02期

关键词：

Ozone; Meteorology; Multivariate statistical methods; Fourier analysis; AIR-POLLUTION; PRINCIPAL COMPONENT; REGRESSION-ANALYSIS; RHINITIS; EUROPE; ASTHMA; AREA;

D O I：

10.1016/j.ecoinf.2009.01.002

中图分类号：

Q14 [生态学（生物生态学）];

学科分类号：

071012 ; 0713 ;

摘要：

The ozone concentrations in Slavonia (eastern part of Croatia) were measured for the first time in spring-summer season 2002. Fourier analysis, principal components analysis (PCA) and multiple linear regression analysis (MLR) were applied to these time series. Weekday effect in spring and weekend effect in summer period were observed. Correlation with meteorological parameters is strongly emphasized from 10 a.m.-3 p.m. MLR models showed that variations in ozone concentrations are attributed to variation of few meteorological parameters with R-2 approximate to 0.7 and 0.8 in the spring and summer, respectively. (C) 2009 Elsevier B.V. All rights reserved.

引用

收藏

页码：117 / 122

页数：6

相关论文

共 21 条

[1] Principal component and multiple regression analysis in modelling of ground-level ozone and factors affecting its concentrations [J].

Abdul-Wahab, SA ;

Bakheit, CS ;

Al-Alawi, SM .

ENVIRONMENTAL MODELLING & SOFTWARE, 2005, 20 (10) :1263-1271

[2]

ARIS RM, 1993, AM REV RESPIR DIS, V148, P1353

[3] Weekend-weekday differences of near-surface ozone concentrations in Switzerland for different meteorological conditions [J].

Bronnimann, S ;

Neu, U .

ATMOSPHERIC ENVIRONMENT, 1997, 31 (08) :1127-1135

[4]

CASHEL P, 2004, ANN ALLERG ASTHMA IM, V92, P356, DOI DOI 10.1016/S1081-1206(10)61575-X

[5] ACUTE INHALATION OF OZONE STIMULATES BRONCHIAL C-FIBERS AND RAPIDLY ADAPTING RECEPTORS IN DOGS [J].

COLERIDGE, JCG ;

COLERIDGE, HM ;

SCHELEGLE, ES ;

GREEN, JF .

JOURNAL OF APPLIED PHYSIOLOGY, 1993, 74 (05) :2345-2352

[6] Assessment of ozone variations and meteorological effects in an urban area in the Mediterranean Coast [J].

Dueñas, C ;

Fernández, MC ;

Cañete, S ;

Carretero, J ;

Liger, E .

SCIENCE OF THE TOTAL ENVIRONMENT, 2002, 299 (1-3) :97-113

[7] Investigation of geographical and temporal distribution of tropospheric ozone in Catalonia (North-East Spain) during the period 2000-2004 using multivariate data analysis methods [J].

Felipe-Sotelo, M. ;

Gustems, L. ;

Hernandez, I. ;

Terrado, M. ;

Tauler, R. .

ATMOSPHERIC ENVIRONMENT, 2006, 40 (38) :7421-7436

[8] PHOTOCHEMICAL PRODUCTION OF OZONE IN WESTERN-EUROPE (1971-1975) AND ITS RELATION TO METEOROLOGY [J].

GUICHERIT, R ;

VANDOP, H .

ATMOSPHERIC ENVIRONMENT, 1977, 11 (02) :145-155

[9] CO2 and ozone effects on canopy development of potato crops across Europe [J].

Hacour, A ;

Craigon, J ;

Vandermeiren, K ;

Ojanperä, K ;

Pleijel, H ;

Danielsson, H ;

Högy, P ;

Finnan, J ;

Bindi, M .

EUROPEAN JOURNAL OF AGRONOMY, 2002, 17 (04) :257-272

[10] Statistical methods and regression analysis of stratospheric ozone and meteorological variables in Isfahan [J].

Hassanzadeh, S. ;

Hosseinibalam, F. ;

Omidvari, M. .

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (10) :2317-2327