title: Health risk assessment of China's main air pollutants.
abstract: With the rapid development of China's economy, air pollution has attracted public concern because of its harmful effects on health.
  
  
  
  The source apportioning of air pollution, the spatial distribution characteristics, and the relationship between atmospheric contamination, and the risk of exposure were explored. The in situ daily concentrations of the principal air pollutants (PM2.5, PM10, SO2, NO2, CO and O3) were obtained from 188 main cities with many continuous air-monitoring stations across China (2014 and 2015).
  
  
  
  The results indicate positive correlations between PM2.5and SO2(R2= 0.395/0.404, P < 0.0001), CO (R2= 0.187/0.365, P < 0.0001), and NO2(R2= 0.447/0.533, P < 0.0001), but weak correlations with O3(P > 0.05) for both 2014 and 2015. Additionally, a significant relationship between SO2, NO2,and CO was discovered using regression analysis (P < 0.0001), indicating that the origin of air pollutants is likely to be vehicle exhaust, coal consumption, and biomass open-burning. For the spatial pattern of air pollutants, we found that the highest concentration of SO2, NO2,and CO were mainly distributed in north China (Beijing-Tianjin-Hebei regions), Shandong, Shanxi and Henan provinces, part of Xinjiang and central Inner Mongolia (2014 and 2015).
  
  
  
  The highest concentration and risk of PM2.5was observed in the Beijing-Tianjin-Hebei economic belts, and Shandong, Henan, Shanxi, Hubei and Anhui provinces. Nevertheless, the highest concentration of O3was irregularly distributed in most areas of China. A high-risk distribution of PM10, SO2and NO2was also observed in these regions, with the high risk of PM10and NO2observed in the Hebei and Shandong province, and high-risk of PM10in Urumchi. The high-risk of NO2distributed in Beijing-Yangtze River Delta region-Pearl River Delta region-central. Although atmospheric contamination slightly improved in 2015 compared to 2014, humanity faces the challenge of reducing the environmental and public health effects of air pollution by altering the present mode of growth to achieve sustainable social and economic development.
authors.affiliation: Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, 11A, Datun Road, Chaoyang District, Beijing, 100101, China. sunjian@igsnrr.ac.cn.
authors.forename: Jian
authors.initials: J
authors.lastname: Sun
authors.affiliation: Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, 11A, Datun Road, Chaoyang District, Beijing, 100101, China.|Chengdu University of Technology, Chengdu, 610000, China.
authors.forename: Tiancai
authors.initials: T
authors.lastname: Zhou
mesh_terms: D000393:Air Pollutants / Q000032:analysis*; D000397:Air Pollution / Q000032:analysis*; D002681:China; D002947:Cities; D004784:Environmental Monitoring / Q000379:methods / Q000706:statistics & numerical data*; D006801:Humans; D052638:Particulate Matter / Q000032:analysis*; D011634:Public Health; D012044:Regression Analysis; D018570:Risk Assessment; D001335:Vehicle Emissions / Q000032:analysis
chemical_list: D000393:Air Pollutants; D052638:Particulate Matter; D001335:Vehicle Emissions
keywords: Air pollutants; China; Haze; Health risk; Spatial patterns