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.
引用
收藏
页码:84 / 94
页数:11
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