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Characteristics of the chemical composition and source apportionment of PM2.5 for a one-year period in Wuhan, China

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Abstract

In this study, 123 PM2.5 filter samples were collected in Wuhan, Hubei province from December 2014 to November 2015. Water- soluble inorganic ions (WSIIs), elemental carbon (EC), organic carbon (OC) and inorganic elements were measured. Source apportionment and back trajectory was investigated by the positive matrix factorization (PMF) model and the hybrid single particle lagrangian integrated trajectory (HYSPLIT) model, respectively. The annual PM2.5 concentration was 80.5 ± 38.2 μg/m3, with higher PM2.5 in winter and lower in summer. WSIIs, OC, EC, as well as elements contributed 46.8%, 14.8%, 6.7% and 8% to PM2.5 mass concentration, respectively. SO42−, NO3 and NH4+ were the dominant components, accounting for 40.2% of PM2.5 concentrations. S, K, Cl, Ba, Fe, Ca and I were the main inorganic elements, and accounted for 65.2% of the elemental composition. The ratio of NO3/SO42− was 0.86 ± 0.72, indicating that stationary sources play dominant role on PM2.5 concentration. The ratio of OC/EC was 2.9 ± 1.4, suggesting the existence of secondary organic carbon (SOC). Five sources were identified using PMF model, which included secondary inorganic aerosols (SIA), coal combustion, industry, vehicle emission, fugitive dust. SIA, coal combustion, as well as industry were the dominant contributors to PM2.5 pollution, accounting for 34.7%, 20.5%, 19.6%, respectively.

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Data availability

The datasets developed during the current study are available from the corresponding author on reasonable request.

References

  • Apte, J.S., Marshall, J.D., Cohen, A.J., Brauer, M.: Addressing global mortality from ambient PM2.5. Environ. Sci. Technol. 49, 8057–8066 (2015)

    Article  Google Scholar 

  • Cao, J.J., Lee, S.C., Chow, J.C., Watson, J.G., Ho, K.F., Zhang, R.J., et al.: Spatial and seasonal distributions of carbonaceous aerosols over China. J. Geophys. Res. Atmos. 112, 2156–2202 (2007)

  • Cao, J.J., Shen, Z.X., Chow, J.C., Watson, J.G., Lee, S.C., Tie, X.X., et al.: Winter and summer PM2.5 chemical compositions in fourteen Chinese cities. J. Air Waste Manage. Assoc. 62, 1214–1226 (2012)

    Article  Google Scholar 

  • Castro, L.M., Pio, C.A., Harrison, R.M., Smith, D.J.T.: Carbonaceous aerosol in urban and rural European atmospheres: estimation of secondary organic carbon concentrations. Atmos. Environ. 33, 2771–2781 (1999)

    Article  Google Scholar 

  • Chow, J.C., Watson, J.G., Lu, Z.Q., Lowenthal, D.H., Frazier, C.A., Solomon, P.A., et al.: Descriptive analysis of PM(2.5) and PM(10) at regionally representative locations during SJVAQS/AUSPEX. Atmos. Environ. 30, 2079–2112 (1996)

    Article  Google Scholar 

  • Cohen, D.D., Garton, D., Stelcer, E., Hawas, O., Wang, T., Poon, S., et al.: Multielemental analysis and characterization of fine aerosols at several key ACE-Asia sites. J. Geophys. Res. Atmos. 109, D19S12 (2004)

  • Dao, X., Wang, Z., Lv, Y.B., Teng, E.J., Zhang, L.L., Wang, C., et al.: Chemical characteristics of water-soluble ions in particulate matter in three metropolitan areas in the North China Plain. PLoS One 9, Article e113831 (2014)

  • Gao, B., Guo, H., Wang, X.M., Zhao, X.Y., Ling, Z.H., Zhang, Z., et al.: Polycyclic aromatic hydrocarbons in PM2.5 in Guangzhou, southern China: Spatiotemporal patterns and emission sources. J. Hazard Mater. 239, 78–87 (2012)

    Article  Google Scholar 

  • Geng, N.B., Wang, J., Xu, Y.F., Zhang, W.D., Chen, C., Zhang, R.Q.: PM2.5 in an industrial district of Zhengzhou, China: Chemical composition and source apportionment. Particuology 11, 99–109 (2013)

    Article  Google Scholar 

  • Hu, M., Wu, Z.J., Slanina, J., Lin, P., Liu, S., Zeng, L.M.: Acidic gases, ammonia and water-soluble ions in PM(2.5) at a coastal site in the Pearl River Delta, China. Atmos. Environ. 42, 6310–6320 (2008)

    Article  Google Scholar 

  • Huang, T., Chen, J., Zhao, W.T., Cheng, J.X., Cheng, S.G.: Seasonal variations and correlation analysis of water-soluble inorganic ions in PM2.5 in Wuhan, 2013. Atmosphere 7, 49 (2016)

  • Kleeman, M.J., Schauer, J.J., Cass, G.R.: Size and composition distribution of fine particulate matter emitted from motor vehicles. Environ. Sci. Technol. 34, 1132–1142 (2000)

    Article  Google Scholar 

  • Li, B., Zhang, J., Zhao, Y., Yuan, S.Y., Zhao, Q.Y., Shen, G.F., et al.: Seasonal variation of urban carbonaceous aerosols in a typical city Nanjing in Yangtze River Delta, China. Atmos. Environ. 106, 223–231 (2015)

    Article  Google Scholar 

  • Li, W.F., Bai, Z.P.: Characteristics of organic and elemental carbon in atmospheric fine particles in Tianjin, China. Particuology 7, 432–437 (2009)

    Article  Google Scholar 

  • Liang, Z.B., Zhao, X.F., Chen, J.Y., Gao, L., Zhu, A.P., Wang, Z.W., et al.: Seasonal characteristics of chemical compositions and sources identification of PM2.5 in Zhuhai, China. Environ. Geochem. Health 41, 715–728 (2018)

  • Lim, S.S., Vos, T., Flaxman, A.D., Danaei, G., Shibuya, K., Adair-Rohani, H., et al.: A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 380, 2224–2260 (2012)

    Article  Google Scholar 

  • Liu, B.S., Song, N., Dai, Q.L., Mei, R.B., Sui, B.H., Bi, X.H., et al.: Chemical composition and source apportionment of ambient PM2.5 during the non-heating period in Taian, China. Atmos. Res. 170, 23–33 (2016)

    Article  Google Scholar 

  • Liu, B.S., Wu, J.H., Zhang, J.Y., Wang, L., Yang, J.M., Liang, D.N., et al.: Characterization and source apportionment of PM2.5 based on error estimation from EPA PMF 5.0 model at a medium city in China. Environ. Pollut. 222, 10–22 (2017)

    Article  Google Scholar 

  • Luo, Y.Y., Zhou, X.H., Zhang, J.Z., Xiao, Y., Wang, Z., Zhou, Y., et al.: PM2.5 pollution in a petrochemical industry city of northern China: Seasonal variation and source apportionment. Atmos. Res. 212, 285–295 (2018)

    Article  Google Scholar 

  • Meng, C.C., Wang, L.T., Zhang, F.F., Wei, Z., Ma, S.M., Ma, X., et al.: Characteristics of concentrations and water-soluble inorganic ions in PM2.5 in Handan City, Hebei province, China. Atmos. Res. 171, 133–146 (2016)

    Article  Google Scholar 

  • Meng, Z.Y., Lin, W.L., Jiang, X.M., Yan, P., Wang, Y., Zhang, Y.M., et al.: Characteristics of atmospheric ammonia over Beijing, China. Atmos. Chem. Phys. 11, 6139–6151 (2011)

    Article  Google Scholar 

  • Niu, X.Y., Cao, J.J., Shen, Z.X., Ho, S.S.H., Tie, X.X., Zhao, S.Y., et al.: PM2.5 from the Guanzhong Plain: Chemical composition and implications for emission reductions. Atmos. Environ. 147, 458–469 (2016)

    Article  Google Scholar 

  • Park, E.H., Heo, J., Hirakura, S., Hashizume, M., Deng, F., Kim, H., et al.: Characteristics of PM(2.5)and its chemical constituents in Beijing, Seoul, and Nagasaki. Air Qual. Atmos. Hlth. 11, 1167–1178 (2018)

    Article  Google Scholar 

  • Pathak, R.K., Wang, T., Ho, K.F., Lee, S.C.: Characteristics of summertime PM2.5 organic and elemental carbon in four major Chinese cities: Implications of high acidity for water-soluble organic carbon (WSOC). Atmos. Environ. 45, 318–325 (2011)

    Article  Google Scholar 

  • Ramanathan, V., Li, F., Ramana, M.V., Praveen, P.S., Kim, D., Corrigan, C.E., et al.: Atmospheric brown clouds: Hemispherical and regional variations in long-range transport, absorption, and radiative forcing. J. Geophys. Res. Atmos. 112, D22S21 (2007)

  • Song, S.Y., Wu, Y., Jiang, J.K., Yang, L., Cheng, Y., Hao, J.M.: Chemical characteristics of size-resolved PM2.5 at a roadside environment in Beijing, China. Environ. Pollut. 161, 215–221 (2012)

    Article  Google Scholar 

  • Streets, D.G., Gupta, S., Waldhoff, S.T., Wang, M.Q., Bond, T.C., Bo, Y.Y.: Black carbon emissions in China. Atmos. Environ. 35, 4281–4296 (2001)

    Article  Google Scholar 

  • Tan, J.H., Zhang, L.M., Zhou, X.M., Duan, J.C., Li, Y., Hu, J.N., et al.: Chemical characteristics and source apportionment of PM2.5 in Lanzhou, China. Sci. Total. Environ. 601, 1743–1752 (2017)

    Article  Google Scholar 

  • Tao, J., Gao, J., Zhang, L., Zhang, R., Che, H., Zhang, Z., et al.: PM2.5 pollution in a megacity of southwest China: source apportionment and implication. Atmos. Chem. and Phys. 14, 8679–8699 (2014)

    Article  Google Scholar 

  • Tian, M., Wang, H.B., Chen, Y., Zhang, L.M., Shi, G.M., Liu, Y., et al.: Highly time-resolved characterization of water-soluble inorganic ions in PM2.5 in a humid and acidic mega city in Sichuan Basin, China. Sci. Total Environ. 580, 224–234 (2017)

    Article  Google Scholar 

  • Turpin, B.J., Cary, R.A., Huntzicker, J.J.: An in situ, time-resolved analyzer for aerosol organic and elemental carbon. Aerosol. Sci. Technol. 1, 161–171 (1990)

    Article  Google Scholar 

  • Turpin, B.J., Lim, H.J.: Species contributions to PM2.5 mass concentrations: Revisiting common assumptions for estimating organic mass. Aerosol. Sci. Technol. 35, 602–610 (2001)

    Article  Google Scholar 

  • van Donkelaar, A., Martin, R.V., Brauer, M., Boys, B.L.: Use of Satellite Observations for Long-Term Exposure Assessment of Global Concentrations of Fine Particulate Matter. Environ. Health Perspect. 123, 135–143 (2015)

    Article  Google Scholar 

  • Wang, G., Cheng, S.Y., Li, J.B., Lang, J.L., Wen, W., Yang, X.W., et al.: Source apportionment and seasonal variation of PM2.5 carbonaceous aerosol in the Beijing-Tianjin-Hebei Region of China. Environ. Monit. Assess. 187, 143 (2015)

  • Wang, J.D., Zhao, B., Wang, S.X., Yang, F.M., Xing, J., Morawska, L., et al.: Particulate matter pollution over China and the effects of control policies. Sci. Total Environ. 584–585, 426–447 (2017)

    Article  Google Scholar 

  • Wang, W.F., Yua, J., Cui, Y., He, J., Xue, P., Cao, W., et al.: Characteristics of fine particulate matter and its sources in an industrialized coastal city, Ningbo, Yangtze River Delta, China. Atmos. Res. 203, 105–117 (2018)

    Article  Google Scholar 

  • Wedepohl, K.H.: The composition of the continental crust. Geochim. Cosmochim. Acta 59, 1217–1232 (1995)

    Article  Google Scholar 

  • Xiao, H., Xiao, H.Y., Zhang, Z.Y., Zheng, N.J., Li, Q.K., Li, X.D.: Chemical Characteristics of Major Inorganic Ions in PM2.5 Based on Year-Long Observations in Guiyang, Southwest China-Implications for Formation Pathways and the Inflfluences of Regional Transport. Atmos. 11, 847 (2020)

  • Xu, H.M., Cao, J.J., Chow, J.C., Huang, R.J., Shen, Z.X., Chen, L.W.A., et al.: Inter-annual variability of wintertime PM2.5 chemical composition in Xi’an, China: Evidences of changing source emissions. Sci. Total Environ. 545, 546–555 (2016)

    Article  Google Scholar 

  • Xu, L.L., Yu, Y.K., Yu, J.S., Chen, J.S., Niu, Z.C., Yin, L.Q., et al.: Spatial distribution and sources identification of elements in PM2.5 among the coastal city group in the Western Taiwan Strait region, China. Sci. Total Environ. 442, 77–85 (2013)

    Article  Google Scholar 

  • Yang, D.Y., Liu, B.X., Zhang, D.W., Chen, Y.Y., Zhou, J.N., Liang, Y.P.: Correlation, seasonal and temporal variation of water-soluble ions of PM2.5 in Beijing during 2012–2013. Huan Jing Ke Xue 36, 768–773 (2015)

    Google Scholar 

  • Yang, L.X., Cheng, S.H., Wang, X.F., Nie, W., Xu, P.J., Gao, X.M., et al.: Source identification and health impact of PM2.5 in a heavily polluted urban atmosphere in China. Atmos. Environ. 75, 265–269 (2013)

    Article  Google Scholar 

  • Yao, L., Yang, L.X., Yuan, Q., Yan, C., Dong, C., Meng, C.P., et al.: Sources apportionment of PM2.5 in a background site in the North China Plain. Sci. Total Environ. 541, 590–598 (2016)

    Article  Google Scholar 

  • Zhang, F., Wang, Z.W., Cheng, H.R., Lv, X.P., Gong, W., Wang, X.M., et al.: Seasonal variations and chemical characteristics of PM2.5 in Wuhan, central China. Sci. Total Environ. 518, 97–105 (2015)

    Article  Google Scholar 

  • Zhang, F.W., Xu, L.L., Chen, J.S., Yu, Y.K., Niu, Z.C., Yin, L.Q.: Chemical compositions and extinction coefficients of PM2.5 in peri-urban of Xiamen, China, during June 2009-May 2010. Atmos. Res. 106, 150–158 (2012)

    Article  Google Scholar 

  • Zhang, R., Jing, J., Tao, J., Hsu, S.C., Wang, G., Cao, J., et al.: Chemical characterization and source apportionment of PM2.5 in Beijing: seasonal perspective. Atmos. Chem. Phys. 13, 7053–7074 (2013)

    Article  Google Scholar 

  • Zhang, Y., Jia, Y., Li, M., Hou, L.A.: The characterization of water-soluble inorganic ions in PM2.5 during a winter period in Xi’an, China. Environ. Forensics 19, 166–171 (2018)

    Article  Google Scholar 

  • Zhang, Y.R., Zhang, H.L., Deng, J.J., Du, W.J., Hong, Y.W., Xu, L.L., et al.: Source regions and transport pathways of PM2.5 at a regional background site in East China. Atmos. Environ. 167, 202–211 (2017)

    Article  Google Scholar 

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Acknowledgements

This research work was supported by the Special Scientific Research Project of Environmental Protection Public Welfare (NO.201409081).

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Correspondence to Xin Zhao or Rongrong Ying.

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Zhang, X., Ji, G., Peng, X. et al. Characteristics of the chemical composition and source apportionment of PM2.5 for a one-year period in Wuhan, China. J Atmos Chem 79, 101–115 (2022). https://doi.org/10.1007/s10874-022-09431-6

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