Relation of earth probe TOMS/AI data and ground level measured atmospheric aerosols over Marmara region

被引：2

作者：

Karaca, Ferhat ^{[1
]}

Alagha, Omar ^{[1
]}

机构：

[1] Fatih Univ, Dept Environm Engn, TR-34500 Istanbul, Turkey

来源：

INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION | 2009年 / 36卷 / 1-3期

关键词：

air pollution; modelling; optical depth; Marmara; PM2.5; PM10; ISTANBUL; PM10;

D O I：

10.1504/IJEP.2009.021826

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

The main aim of this study is to statistically investigate the correlation between TOMS/Aerosol Index (AI) remote sensing particulate data and Ground Level (GL) aerosol concentrations. GL fine and coarse particles are collected from watershed area of Buyukcekmece at Marmara region in Istanbul, Turkey (41 degrees 0.04' N; 28 degrees 0.59' E). Randomly collected, 24 hr GL samples are statistically compared with the two years (2002-2003) TOMS/AI data. It is found that there is a significant relationship (R-2 = 0.47, p < 0.001) between TOMS/AI data and wintertime GL aerosols. The relation of TOMS/AI data and GL aerosol data are modelled using curvilinear models. Very good agreements between the data sets are obtained. The obtained models are first level exponential model and third level polynominal model for TOMS/AI versus fine and TOMS/AI versus coarse data. R-square values of the models are calculated as 0.92 and 0.67, respectively.

引用

页码：195 / 203

页数：9

共 15 条

[1] Saharan dust episodes in Hungarian aerosol:: elemental signatures and transport trajectories [J].

Borbély-Kiss, I ;

Kiss, AZ ;

Koltay, E ;

Szabó, G ;

Bozó, L .

JOURNAL OF AEROSOL SCIENCE, 2004, 35 (10) :1205-1224

[2] Estimating PM10 air concentrations from dust storms in Iraq, Kuwait and Saudi Arabia [J].

Draxler, RR ;

Gillette, DA ;

Kirkpatrick, JS ;

Heller, J .

ATMOSPHERIC ENVIRONMENT, 2001, 35 (25) :4315-4330

[3] A preliminary study on the correlation between TOMS aerosol index and ground-based measured aerosol optical depth [J].

Esposito, F ;

Pavese, G ;

Serio, C .

ATMOSPHERIC ENVIRONMENT, 2001, 35 (30) :5093-5098

[4] Global distribution of UV-absorbing aerosols from Nimbus 7/TOMS data [J].

Herman, JR ;

Bhartia, PK ;

Torres, O ;

Hsu, C ;

Seftor, C ;

Celarier, E .

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1997, 102 (D14) :16911-16922

[5] Application of inductive learning:: Air pollution forecast in Istanbul, Turkey [J].

Karaca, F ;

Alagha, O ;

Ertürk, F .

INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2005, 11 (04) :207-216

[6] Statistical characterization of atmospheric PM10 and PM2.5 concentrations at a non-impacted suburban site of Istanbul, Turkey [J].

Karaca, F ;

Alagha, O ;

Ertürk, F .

CHEMOSPHERE, 2005, 59 (08) :1183-1190

[7]

MADHAVI LK, 2004, J QUANTITATIVE SPECT, V84, P207

[8]

*MATHWORKS, 2005, CURV FITT TOOLB REL

[9] Remote sensing of mineral dust aerosols in the UV/visible and IR regions. [J].

Sokolik, IN .

OPTICAL REMOTE SENSING OF THE ATMOSPHERE AND CLOUDS III, 2003, 4891 :265-271

[10] Impact of the 1998 Central American fires on PM2.5 mass and composition in the southeastern United States [J].

Tanner, RL ;

Parkhurst, WJ ;

Valente, ML ;

Humes, KL ;

Jones, K ;

Gilbert, J .

ATMOSPHERIC ENVIRONMENT, 2001, 35 (36) :6539-6547

← 1 2 →