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A non-destructive optical color space sensing system to quantify elemental and organic carbon in atmospheric particulate matter on Teflon and quartz filters
被引:14
|作者:
Khuzestani, Reza Bashiri
[1
,2
]
Schauer, James J.
[3
]
Wei, Yongjie
[4
]
Zhang, Yang
[1
,5
,6
]
Zhang, Yuanxun
[1
,2
,5
,6
,7
]
机构:
[1] Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
[2] Chinese Acad Sci, Huairou Ecoenvironm Observ, Beijing, Peoples R China
[3] Univ Wisconsin, Environm Chem & Technol Program, Madison, WI USA
[4] Chinese Res Inst Environm Sci, China State Key Lab Environm Criteria & Risk Asse, Beijing 100012, Peoples R China
[5] Chinese Res Inst Environm Sci, Environm Stand Inst, Beijing 100012, Peoples R China
[6] Chinese Acad Sci, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
[7] Chinese Acad Sci, CAS Ctr Excellence Reg Atmospher Environm, Xiamen 361021, Peoples R China
基金:
中国国家自然科学基金;
关键词:
Organic carbon;
Elemental carbon;
CIE-Lab optical color space system;
Model uncertainty;
Teflon filters;
LIGHT-ABSORPTION;
BROWN CARBON;
BLACK CARBON;
AEROSOLS;
QUANTIFICATION;
PARTICLES;
URBAN;
D O I:
10.1016/j.atmosenv.2016.11.002
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Optical color space sensing proved to be a valuable method in particle characterization since it provides a non-destructive, fast, and cost-efficient way to estimate organic and elemental carbon (OC, EC) in atmospheric particulate matter. Here we expand and validate the previous work with the measurement of the CIE-Lab optical color space system and development of a multi-parameter reference calibration model to estimate EC/OC collected on Teflon and quartz filters. Analysis of approximately 500 Teflon and quartz filter samples demonstrated that the described method could be a robust way to estimate EC and OC loadings on the filters. The results showed that the correlation coefficients between predicted and measured loadings for the model-estimated EC and OC were 0.951 (CV (RMSE) = 15.1%) and 0.908 (CV (RMSE) = 20.7%) on Teflon filters and 0.948 (CV (RMSE) = 17.4%) and 0.895 (CV (RMSE) = 21.1%) on quartz filters respectively. The model cross-validation also provided good agreement between the predicted EC and OC loadings on Teflon and quartz filters and the NIOSH thermal-optical method. It was also found that the mixing state of the chemical composition and sources of OC could interfere the absorption and scattering of light, which results in a model estimation uncertainty that should be evaluated within the model estimations. The non-destructive and low analytical cost of the method, when applied to Teflon filters that are used for mass measurement are a cost effective means for estimating EC and OC exposures and concentrations in health studies and large-scale monitoring campaigns. (C) 2016 Elsevier Ltd. All rights reserved.
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页码:84 / 94
页数:11
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