GSTDTAP  > 地球科学
DOI10.1016/j.atmosres.2016.10.023
Source apportionment of atmospheric pollutants based on the online data by using PMF and ME2 models at a megacity, China
Liu, Baoshuang1; Yang, Jiamei1; Yuan, Jie2; Wang, Jiao1; Dai, Qili1; Li, Tingkun1; Bi, Xiaohui1; Feng, Yinchang1; Xiao, Zhimei2; Zhang, Yufen1; Xu, Hong2
2017-03-01
发表期刊ATMOSPHERIC RESEARCH
ISSN0169-8095
EISSN1873-2895
出版年2017
卷号185
文章类型Article
语种英语
国家Peoples R China
英文摘要

From 1st June to 31st August 2015, the online datasets (the water soluble inorganic ions (WSIls), OC and EC in PM2.5, and SO2, NO2, NO) were measured continuously at Tianjin. Source apportionment of atmospheric pollutants was carried out by using PMF and ME2 models based on the online datasets. During summer in Tianjin, the ammonium sulfate/ammonium hydrogen sulfate might be major forms of sulfate in the atmospheric aerosol, while the ammonium nitrate might be major forms of nitrate. The poor correlation between OC and EC might be caused by the changes of emission sources and the production of secondary organic carbon (SOC). Five source categories that contributed to atmospheric pollutants were extracted by PMF and ME2 models, respectively. The profiles calculated by PMF and ME2 models were consistent, and the source contributions estimated by the two models were also similar. The correlations (R-2 = 0.84-0.94) were better on the time series of the contributed concentrations for the same source-category calculated from PMF and ME2 models. The source-categories were identified as secondary sources (the contribution of 25.4-26.1%), vehicle exhaust (23.3-25.4%), coal combustion (16.5-18.2%), crustal dust (13.2-14.0%) and biomass burning (9.1-10.2%). For the same source-category identified from PMF and ME2 models, the differences of profiles might be attributed to the differences of calculated methods from the two models and the uncertainties of the online datasets. (C) 2016 Published by Elsevier B.V.


英文关键词Atmospheric pollutants Rapid source apportionment Online dataset PMF ME2
领域地球科学
收录类别SCI-E
WOS记录号WOS:000390737800003
WOS关键词POSITIVE MATRIX FACTORIZATION ; PEARL RIVER-DELTA ; RESOLVED CARBON FRACTIONS ; SOLUBLE IONIC COMPOSITION ; SECONDARY ORGANIC-CARBON ; CHEMICAL-COMPOSITION ; SEASONAL-VARIATIONS ; PARTICULATE MATTER ; ELEMENTAL CARBON ; AMBIENT PM2.5
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/38452
专题地球科学
作者单位1.Nankai Univ, Coll Environm Sci & Engn, State Environm Protect Key Lab Urban Ambient Air, Tianjin 300071, Peoples R China;
2.Tianjin Environm Monitoring Ctr, Tianjin 300191, Peoples R China
推荐引用方式
GB/T 7714
Liu, Baoshuang,Yang, Jiamei,Yuan, Jie,et al. Source apportionment of atmospheric pollutants based on the online data by using PMF and ME2 models at a megacity, China[J]. ATMOSPHERIC RESEARCH,2017,185.
APA Liu, Baoshuang.,Yang, Jiamei.,Yuan, Jie.,Wang, Jiao.,Dai, Qili.,...&Xu, Hong.(2017).Source apportionment of atmospheric pollutants based on the online data by using PMF and ME2 models at a megacity, China.ATMOSPHERIC RESEARCH,185.
MLA Liu, Baoshuang,et al."Source apportionment of atmospheric pollutants based on the online data by using PMF and ME2 models at a megacity, China".ATMOSPHERIC RESEARCH 185(2017).
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