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Ambient air pollution of particles and gas pollutants, and the predicted health risks from long-term exposure to PM2.5 in Zhejiang province, China

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Abstract

In recent years, ambient air has been severely contaminated by particulate matters (PMs) and some gas pollutants (nitrogen dioxide (NO2) and sulfur dioxide (SO2)) in China, and many studies have demonstrated that exposure to these pollutants can induce great adverse impacts on human health. The concentrations of the pollutants were much higher in winter than those in summer, and the average concentrations in this studied area were lower than those in northern China. In the comparison between high-resolution emission inventory and spatial distribution of PM2.5, significant positive linear correlation was found. Though the pollutants had similar trends, NO2 and SO2 delayed with 1 h to PM2.5. Besides, PM2.5 had a lag time of 1 h to temperature and relative humidity. Significant linear correlation was found among pollutants and meteorological conditions, suggesting the impact of meteorological conditions on ambient air pollution other than emission. For the 24-h trend, lowest concentrations of PM2.5, NO2, and SO2 were found around 15:00–18:00. In 2015, the population attributable fractions (PAFs) for ischemic heart disease (IHD), cerebrovascular disease (stroke), chronic obstructive pulmonary disease (COPD), lung cancer (LC), and acute lower respiratory infection (ALRI) due to the exposure to PM2.5 in Zhejiang province were 25.82, 38.94, 17.73, 22.32, and 31.14%, respectively. The population-weighted mortality due to PM2.5 exposure in Zhejiang province was lower than the average level of the whole country—China.

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References

  • Anenberg S, Horowitz L, Tong D, West J (2010) An estimate of the global burden of anthropogenic ozone and fine particulate on premature human mortality using atmospheric modeling. Environ Health Persp 118:1189–1195

    Article  CAS  Google Scholar 

  • Bravo M, Son J, De Freitas C, Gouveia N, Bell M (2016) Air pollution and mortality in São Paulo, Brazil: effects of multiple pollutants and analysis of susceptible populations. Journal of Exposure Science and Environmental Epidemiology 26:150–161

    Article  CAS  Google Scholar 

  • Burnett R, Pope C, Ezzati M, Olives C, Lim S, Mehta S, Shin H, Singh G, Hubbell B, Brauer M, Anderson H, Smith K, Balmes J, Bruce N, Kan H, Laden F, Pruess-Ustuen A, Turner M, Gapstur S, Diver W, Cohen A (2014) An integrated risk function for estimating the global burden of disease attributable to ambient fine particulate matter exposure. Environ Health Persp 122:397–403

    Google Scholar 

  • Calkins C, Ge C, Wang J, Anderson M, Yang K (2016) Effects of meteorological conditions on sulfur dioxide air pollution in the North China Plain during winters of 2006–2015. Atmos Environ 147:296–309

    Article  CAS  Google Scholar 

  • Chafe Z, Brauer M, Klimont Z, Dingenen R, Mehta S, Rao S, Riahi K, Dentener F, Smith K (2015) Household cooking with solid fuels contributes to ambient PM2.5 air pollution and the burden of disease. University of British Columbia

  • Chan C, Yao X (2008) Air pollution in mega cities in China. Atmos Environ 42:1–42

    Article  CAS  Google Scholar 

  • Chen Y, Shen G, Huang Y, Zhang Y, Han Y, Wang R, Shen H, Su S, Lin N, Zhu D, Pei L, Zheng X, Wu J, Wang X, Liu W, Wong M, Tao S (2016) Household air pollution and personal exposure risk of polycyclic aromatic hydrocarbons among rural residents in Shanxi, China. Indoor Air 26:246–258

    Article  CAS  Google Scholar 

  • Chen Y, Du W, Shen G, Zhuo S, Zhu X, Shen H, Huang Y, Su S, Lin N, Pei L, Zheng X, Wu J, Duan Y, Wang X, Liu W, Wong M, Tao S (2017a) Household air pollution and personal exposure to nitrated and oxygenated polycyclic aromatics (PAHs) in rural households: influence of household cooking energies. Indoor Air 27:169–178

    Article  CAS  Google Scholar 

  • Chen Y, Zang L, Chen J, Xu D, Yao D, Zhao M (2017b) Characteristics of ambient ozone (O3) pollution and health risks in Zhejiang Province. Environ Sci Pollut Res 24:27436–27444

    Article  CAS  Google Scholar 

  • Delfino R, Sioutas C, Malik S (2005) Potential role of ultrafine particles in associations between airborne particle mass and cardiovascular health. Environ Health Persp 113:934–946

    Article  Google Scholar 

  • Dominici F, Peng R, Bell M, Pham L, McDermott A, Zeger S, Samet J (2006) Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. Jama 295:1127–1134

    Article  CAS  Google Scholar 

  • Englert N (2004) Fine particles and human health—a review of epidemiological studies. Toxicol Lett 149:235–242

    Article  CAS  Google Scholar 

  • Evans J, van Donkelaar A, Martin R, Burnett R, Rainham D, Birkett N, Krewski D (2013) Estimates of global mortality attributable to particulate air pollution using satellite imagery. Environ Res 120:33–42

    Article  CAS  Google Scholar 

  • Feng L, Ye B, Feng H, Ren F, Huang S, Zhang X, Zhang Y, Du Q, Ma L (2017) Spatiotemporal changes in fine particulate matter pollution and the associated mortality burden in China between 2015 and 2016. Int J Env Res Pub He 14:1321

    Article  Google Scholar 

  • GBD Mortality and Causes of Death Collaborators (2015) Global, regional, and national age–sex specific all-cause and cause-specific mortality for 240 causes of death, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet 385:117–171. https://doi.org/10.1016/S0140-6736(14)61682-2

    Article  Google Scholar 

  • Han Y, Qi M, Chen Y, Shen H, Liu J, Huang Y, Chen H, Liu W, Wang X, Liu J, Xing B, Tao S (2015) Influences of ambient air PM2.5 concentration and meteorological condition on the indoor PM2.5 concentrations in a residential apartment in Beijing using a new approach. Environ Pollut 205:307–314

    Article  CAS  Google Scholar 

  • He J, Gong S, Yu Y, Yu L, Wu L, Mao H, Song C, Zhao S, Liu H, Li X, Li R (2017) Air pollution characteristics and their relation to meteorological conditions during 2014–2015 in major Chinese cities. Environ Pollut 223:484–496

    Article  CAS  Google Scholar 

  • Huang R, Zhang Y, Bozzetti C, Ho K, Cao J, Han Y, Dällenbach K, Slowik J, Platt S, Canonaco F, Zotter P, Wolf R, Pieber S, Bruns E, Crippa M, Ciarelli G, Piazzalunga A, Schwikowski M, Abbaszade G, Schnelle-Kreis J, Zimmermann R, An ZS, Szidat S, Baltensperger U, Haddad IE, Prévôt ASH (2014a) High secondary aerosol contribution to particulate pollution during haze events in China. Nature 514:218–222

    Article  CAS  Google Scholar 

  • Huang Y, Shen H, Chen H, Wang R, Zhang Y, Su S, Chen Y, Lin N, Zhuo S, Zhong Q, Wang X, Liu J, Li B, Liu W, Tao S (2014b) Quantification of global primary emissions of PM2.5, PM10, and TSP from combustion and industrial process sources. Environ Sci Technol 48:13834–13843

    Article  CAS  Google Scholar 

  • IEA (International Energy Agency) (2012) IEA World Energy Statistics and Balances. http://www.oecd-ilibrary.org/statistics (accessed May 25, 2012)

  • Ji D, Li L, Wang Y, Zhang J, Cheng M, Sun Y, Liu Z, Wang L, Tang G, Hu B, Chao N, Wen T, Miao H (2014) The heaviest particulate air-pollution episodes occurred in northern China in January, 2013: insights gained from observation. Atmos Environ 92:546–556

    Article  CAS  Google Scholar 

  • Jiang J, Zhou W, Cheng Z, Wang S, He K, Hao J (2015) Particulate matter distributions in China during a winter period with frequent pollution episodes (January 2013). Aerosol Air Qual Res 15:494–503

    Article  CAS  Google Scholar 

  • Kampa M, Castanas E (2008) Human health effects of air pollution. Environ Pollut 151:362–367

    Article  CAS  Google Scholar 

  • Khaniabadi Y, Goudarzi G, Daryanoosh S, Borgini A, Tittarelli A, De Marco A (2017) Exposure to PM10, NO2, and O3 and impacts on human health. Environ Sci Pollut Res 24:2781–2789

    Article  CAS  Google Scholar 

  • Laña I, Del Ser J, Padró A, Vélez M, Casanova-Mateo C (2016) The role of local urban traffic and meteorological conditions in air pollution: a data-based case study in Madrid, Spain. Atmos Environ 145:424–438

    Article  CAS  Google Scholar 

  • Lei Y, Zhang Q, He K, Streets D (2011) Primary anthropogenic aerosol emission trends for China, 1990–2005. Atmos Chem Phys 11:931–954

    Article  CAS  Google Scholar 

  • Lelieveld J, Evans J, Fnais M, Giannadaki D, Pozzer A (2015) The contribution of outdoor air pollution sources to premature mortality on a global scale. Nature 525:367–371

    Article  CAS  Google Scholar 

  • Li W, Wang C, Wang H, Chen J, Yuan C, Li T, Wang W, Shen H, Huang Y, Wang R, Wang B, Zhang Y, Chen H, Chen Y, Tang J, Wang X, Liu J, Coveney R Jr, Tao S (2013) Distribution of atmospheric particulate matter (PM) in rural field, rural village and urban areas of northern China. Environ Pollut 185:134–140

    Article  CAS  Google Scholar 

  • Liu J, Han Y, Tang X, Zhu J, Zhu T (2016) Estimating adult mortality attributable to PM2.5 exposure in China with assimilated PM2.5 concentrations based on a ground monitoring network. Sci Total Environ 568:1253–1262

    Article  CAS  Google Scholar 

  • Meng J, Liu J, Xu Y, Guan D, Liu Z, Huang Y, Tao S (2016) In globalization and pollution: tele-connecting local primary PM2.5 emissions to global consumption. Proc R Soc A. doi:https://doi.org/10.1098/rspa.2016.0380

  • Miller K, Siscovick D, Sheppard L, Shepherd K, Sullivan J, Anderson G, Kaufman J (2007) Long-term exposure to air pollution and incidence of cardiovascular events in women. N Engl J Med 356:447–458

    Article  CAS  Google Scholar 

  • Ministry of Environmental Protection of P.R.C, General Administration of Quality Supervision. 2012. Ambient air quality standards. Beijing. GB 3095–2012

  • Pope C, Dockery D (2006) Health effects of fine particulate air pollution: lines that connect. J Air Waste Manag Assoc 56:709–742

    Article  CAS  Google Scholar 

  • Smith K, Bruce N, Balakrishnan K, Adair-Rohani H, Balmes J, Chafe Z, Dherani M, Hosgood H, Mehta S, Pope D, Rehfuess E, Grp H (2014) Millions of dead: how do we know and what does it mean? Methods used in the comparative risk assessment of household air pollution. Annu Rev Public Health 35:185–206

    Article  Google Scholar 

  • Song C, He J, Wu L, Jin T, Chen X, Li R, Ren P, Zhang L, Mao H (2017) Health burden attributable to ambient PM2.5 in China. Environ Pollut 223:575–586

    Article  CAS  Google Scholar 

  • Tai A, Mickley L, Jacob D (2010) Correlations between fine particulate matter (PM2.5) and meteorological variables in the United States: implications for the sensitivity of PM2.5 to climate change. Atmos Environ 44:3976–3984

    Article  CAS  Google Scholar 

  • Tang L, Yu H, Ding A, Zhang Y, Qin W, Wang Z, Chen W, Hua Y, Yang X (2016) Regional contribution to PM 1 pollution during winter haze in Yangtze River Delta, China. Sci Total Environ 541:161–166

    Article  CAS  Google Scholar 

  • USEPA (U.S. Environmental Protection Agency) (2008) Criteria Pollutants Database http://www.epa.gov/airexplorer/

  • Wang R, Tao S, Wang W, Liu J, Shen H, Shen H, Wang B, Liu X, Li W, Huang Y, Zhang Y, Lu Y, Chen H, Chen Y, Wang C, Zhu D, Wang X, Li B, Liu W, Ma J (2012) Black carbon emissions in China from 1949 to 2050. Environ Sci Technol 46:7595–7603

    Article  CAS  Google Scholar 

  • WHO (World Health Organization) (2015) WHO air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide. Global update 2005. http://whqlibdoc.who.int/hq/2006/WHO_SDE_PHE_OEH_06.02_eng.pdf

  • Xu W, Zhao C, Ran L, Deng Z, Liu P, Ma N, Lin W, Xu X, Yan P, He X, Yu J, Liang W, Chen L (2011) Characteristics of pollutants and their correlation to meteorological conditions at a suburban site in North China plain. Atmos Chem Phys 11:4353–4369

    Article  CAS  Google Scholar 

  • Yang X, Wang S, Zhang W, Yu J (2017) Are the temporal variation and spatial variation of ambient SO2 concentrations determined by different factors? J Clean Prod 167:824–836

    Article  CAS  Google Scholar 

  • Zhang J, Smith K (2007) Household air pollution from coal and biomass fuels in China: measurements, health impacts, and interventions. Environ Health Perspect 115(6):848–855

  • Zhang Y, Cao F (2015) Fine particulate matter (PM2.5) in China at a city level. Sci Rep 5:14884

    Article  CAS  Google Scholar 

  • Zhang X, Wang Y, Niu T, Zhang X, Gong S, Zhang Y, Sun J (2012) Atmospheric aerosol compositions in China: spatial/temporal variability, chemical signature, regional haze distribution and comparisons with global aerosols. Atmos Chem Phys 12:779–799

    Article  CAS  Google Scholar 

  • Zhou B, Shen H, Huang Y, Li W, Chen H, Zhang Y, Su S, Chen Y, Lin N, Zhuo S (2015a) Daily variations of size-segregated ambient particulate matter in Beijing. Environ Pollut 197:36–42

    Article  CAS  Google Scholar 

  • Zhou Y, Cheng S, Chen D, Lang J, Wang G, Xu T, Wang X, Yao S (2015b) Temporal and spatial characteristics of ambient air quality in Beijing, China. Aerosol Air Qual Res 15:1868–1880

    Article  CAS  Google Scholar 

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Funding

This work was supported by the National Natural Science Foundation of China (41701584 and 21337005), Natural Science Foundation of Zhejiang Province (LZ15B07000), and China Postdoctoral Science Foundation (2017 M612025).

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Correspondence to Defei Yao.

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Responsible editor: Gerhard Lammel

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Chen, Y., Zang, L., Du, W. et al. Ambient air pollution of particles and gas pollutants, and the predicted health risks from long-term exposure to PM2.5 in Zhejiang province, China. Environ Sci Pollut Res 25, 23833–23844 (2018). https://doi.org/10.1007/s11356-018-2420-5

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