Estimation of background concentration of PM in Beijing using a statistical integrated approach

被引:15
作者
Gao, Shuang [1 ]
Cong, Zhiyuan [2 ]
Yu, Hao [3 ]
Sun, Yanling [1 ]
Mao, Jian [1 ]
Zhan, Hui [1 ]
Ma, Zhenxing [1 ]
Azzi, Merched [4 ]
Yang, Wen [3 ]
Jiang, Yan [5 ]
Chen, Li [1 ]
Bai, Zhipeng [1 ,3 ]
机构
[1] Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin, Peoples R China
[2] Chinese Acad Sci, Inst Tibetan Plateau Res, Beijing, Peoples R China
[3] Chinese Res Inst Environm Sci, State Key Lab Environm Criteria & Risk Assessment, Beijing, Peoples R China
[4] CSIRO Energy, N Ryde, Australia
[5] Chinese Res Inst Environm Sci, Vehicle Emiss Control Ctr, Beijing, Peoples R China
关键词
Background concentration; PM; Meteorological factor; Spectral analysis; Kolmogorov-Zurbenko filter; KOLMOGOROV-ZURBENKO FILTER; AIR-POLLUTION EXPOSURE; PARTICULATE MATTER; TIME-SERIES; SPECTRAL-ANALYSIS; AMBIENT OZONE; PM2.5; MODEL; DUST; QUALITY;
D O I
10.1016/j.apr.2018.12.014
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The high concentrations of particulate matter (PM10, and PM2.5) air pollutants in China are of great concern to public health. To develop efficient and effective environment control policies, an understanding of PM background concentrations is therefore essential. In this study, we estimated background concentrations of PM10, and PM2.5 in Beijing from January to December 2016, using an integrated approach that involved meteorological filtering, backward trajectory modelling, spectral analysis and a Kolmogorov-Zurbenko (KZ) filter. The estimated annual average background concentration of PM10, was 47 mu g/m(3) (ranging from 37 to 71 mu g/m(3)), while PM2.5 averaged 25 mu g/m(3) (ranging from 18 to 37 mu g/m(3)). The contribution of background pollution to the ambient concentration of PM was 37-68% for PM10, and 21-54% for PM2.5, which is comparable to other studies. The estimated background concentrations from this study were assessed using the Community Multi-scale Air Quality results published by Beijing Municipal Environmental Protection Bureau. Our method has great potential for estimating PM pollutants and could also be applied to other pollutants.
引用
收藏
页码:858 / 867
页数:10
相关论文
共 59 条
  • [1] Beijing Environmental Protection Bureau (BEPB), 2016, BEIJ ENV STAT B
  • [2] Chapman T, 1999, HYDROL PROCESS, V13, P701, DOI 10.1002/(SICI)1099-1085(19990415)13:5<701::AID-HYP774>3.0.CO
  • [3] 2-2
  • [4] Combined use of WEPS and Models-3/CMAQ for simulating wind erosion source emission and its environmental impact
    Chen, Li
    Zhao, Hong
    Han, Bin
    Bai, Zhipeng
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2014, 466 : 762 - 769
  • [5] China Statistics Press, 2017, 2017 BEIJING STAT YB
  • [6] Background ozone level in the Sydney basin: assessment and trend analysis
    Duc, Hiep
    Azzi, Merched
    Wahid, Herman
    Ha, Q. P.
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2013, 33 (10) : 2298 - 2308
  • [7] Eskridge RE, 1997, B AM METEOROL SOC, V78, P1473, DOI 10.1175/1520-0477(1997)078<1473:SDSOMI>2.0.CO
  • [8] 2
  • [9] Formation and dominant factors of haze pollution over Beijing and its peripheral areas in winter
    Feng, Xiao
    Li, Qi
    Zhu, Yajie
    Wang, Jingjie
    Liang, Heming
    Xu, Ruofeng
    [J]. ATMOSPHERIC POLLUTION RESEARCH, 2014, 5 (03) : 528 - 538
  • [10] Estimating representative background PM2.5 concentration in heavily polluted areas using baseline separation technique and chemical mass balance model
    Gao, Shuang
    Yang, Wen
    Zhang, Hui
    Sun, Yanling
    Mao, Jian
    Ma, Zhenxing
    Cong, Zhiyuan
    Zhang, Xian
    Tian, Shasha
    Azzi, Merched
    Chen, Li
    Bai, Zhipeng
    [J]. ATMOSPHERIC ENVIRONMENT, 2018, 174 : 180 - 187