Abstract
With the rapidly booming economy, China has been suffering from serious particulate matter (PM) pollution in recent years. In order to improve the air quality, Chinese government issued a new China National Ambient Air Quality Standard (No. GB3095-2012) in 2012. In this study, PM10 exposure level was simulated based on the data of 912 newly constructed monitoring sites and Voronoi Neighborhood Averaging (VNA) interpolation method. It is widely accepted that PM10 can cause short-term health effects. We calculated the short-term health benefit due to decreasing PM10 concentration to the levels of China National Ambient Air Quality Standard based on Environmental Benefits Mapping and Analysis Program (BenMAP). Our results indicated that if the daily average concentration of PM10 reduced to the daily Grade II standard (150 μg/m3), the avoided deaths for all cause, cardiovascular disease, and respiratory disease would be 82,000 (95%CI: 49,000–120,000), 56,000 (95%CI: 34,000–78,000), and 16,000 (95%CI: 10,000–22,000) in 2014, respectively. The economic benefits of avoiding deaths due to all cause for rolling back the concentration of PM10 to the level of 50 μg/m3 were estimated to be 240 billion CNY and 16 billion CNY using willingness to pay (WTP) and human capital (HC) methods, respectively, which accounted for 0.38% (95%CI: 0.11–0.64%) and 0.03% (95%CI: 0.02–0.03%) of the total annual gross domestic product (GDP) of China in 2014.
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References
Chen R, Pan G, Kan H, Tan J, Song W, Wu Z, Xu X, Xu Q, Jiang C, Chen B (2010a) Ambient air pollution and daily mortality in Anshan, China: a time-stratified case-crossover analysis. Sci Total Environ 408:6086–6891
Chen RJ, Chen BH, Kan HD (2010b) A health-based economic assessment of particulate air pollution in 113 Chinese cities. China Environ Sci 30(3):410–415
Chen R, Kan H, Chen B, Huang W, Bai Z, Song G, Pan G, CAPES Collaborative Group (2012) Association of particulate air pollution with daily mortality: the China Air Pollution and Health Effects Study. Am J Epidemiol 175(11):1173–1181
Cheng Z, Jiang J, Fajardo O, Wang S, Hao J (2013) Characteristics and health impacts of particulate matter pollution in China (2001–2011). Atmos Environ 65(3):186–194
China Ministry of Health (CMH) (2015) China Statistical Yearbook of public health. Peking Union Medical College, Beijing (Chinese)
Columbia University (2005) Center for International Earth Science Information Network (CIESIN), United Nations Food and Agriculture Programme (FAO), Centro Internacional de Agricultura Tropical (CIAT). Gridded Population of the World: Future Estimates (GPWFE). Palisades, NY: Socioeconomic Data and Applications Center (SEDAC), Columbia University [cited 2012 Oct]. Available from http://sedac.ciesin.columbia.edu/gpw
Cropper ML, Laxminarayan R (2009) Measuring the costs of air pollution and health in China. Resources No.173. Washington, DC: Resources for the Future 19–21
Deng X (2006) Economic costs of motor vehicle emissions in China: a case study. Transp Res D-TR E 11:216–226
Guo Y, Barnett AG, Zhang Y, Tong S, Yu W, Pan X (2010) The short-term effect of air pollution on cardiovascular mortality in Tianjin, China: comparison of time series and case crossover analyses. Sci Total Environ 409:300–306
Hammitt JK, Zhou Y (2006) The economic value of air-pollution-related health risks in China: a contingent valuation study. Environ Resour Econ 33:399–423
Hou Q, An X, Wang Y, Tao Y, Sun Z (2012) An assessment of China’s PM10-related health economic losses in 2009. Sci Total Environ 435-436:61–65
Huang D, Xu J, Zhang S (2012) Valuing the health risks of particulate air pollution in the Pearl River Delta, China. Environ Sci Policy 15(1):38–47
Kan HD, Chen BH (2004) Particulate air pollution in urban areas of Shanghai, China: health-based economic assessment. Sci Total Environ 322:71–79
Kan H, London SJ, Chen G, Zhang Y, Song G, Zhao N, Jiang L, Chen B (2007) Differentiating the effects of fine and coarse particles on daily mortality in Shanghai, China. Environ Int 33:376–384
Li L, Lei Y, Pan D, Chen Y, Si C (2016) Economic evaluation of the air pollution effect on public health in China’s 74 cities. Springer Plus 5(1):1–16
Liu YC, Gong J, Yang NN, Li YH, Lu F, Cheng YB, Jin YL (2012) Association between air pollution and mortality of respiratory diseases in Wuhan: a case-crossover study. J Environ Health 29(3):241–244 (Chinese)
Ma GX, Wang JN, Yu F, Zhang YS, Cao D (2016) An assessment of the potential health benefits of realizing the goal for PM10 in the updated Chinese Ambient Air Quality Standard. Front Environ Sci Eng 10(2):288–298
National Bureau of Statistics of China (2015) http://www.stats.gov.cn/tjsj/ndsj/2014/indexch.htm. (Chinese)
Ren YJ, Li XY, Jin MJ, Chen K, Xiang HQ, Liu QM (2007) The case-crossover studies of air particulate matter pollution and cardiovascular disease death. China Environ Sci 27(5):657–660 (Chinese)
Shang Y, Sun Z, Cao J, Wang X, Zhong L, Bi X, Li H, Liu W, Zhu T, Huang W (2013) Systematic review of Chinese studies of short-term exposure to air pollution and daily mortality. Environ Int 54(4):100–111
Tang D, Wang C, Nie J, Chen R, Niu Q, Kan H, Chen B, Perera F (2014) Health benefits of improving air quality in Taiyuan. China Environ Int 73:235–242
US EPA (2015) BenMAP user’s manual. (Available at: http://www2.epa.gov/benmap/manual-and-appendices-benmap-ce)
Wang H, Mullahy J (2006) Willingness to pay for reducing fatal risk by improving air quality: a contingent valuation study in Chongqing, China. Sci Total Environ 367:50–57
Wong CM, Vichit-Vadakan N, Kan HD, Qian ZM, PAPA Project Teams (2008) Public Health and Air Pollution in Asia (PAPA): a multicity study of short-term effects of air pollution on mortality. Environ Health Perspect 116:1195–1202
World Bank and State Environmental Protection Administration (2007) Cost of pollution in China: economic estimates of physical damages. World Bank, Washington, DC
Xu X, Chen R, Kan H, Ying X (2013) Meta-analysis of contingent valuation studies on air pollution-related value of statistical life in China. Chinese Health Resources 16:64–67 (Chinese)
Zeng X, Jiang Y (2010) Evaluation of value of statistical life in health costs attributable to air pollution. China Environ Sci 30:284–288 (Chinese)
Zhang F, Liu X, Zhou L, Yu Y, Wang L, Lu J, Wang W, Krafft T (2016) Spatiotemporal patterns of particulate matter (PM) and associations between PM and mortality in Shenzhen, China. BMC Public Health 16(1):1–11
Zhang M, Song Y, Cai X (2007) A health-based assessment of particulate air pollution in urban areas of Beijing in 2000-2004. Sci Total Environ 376:100–108
Zhang M, Song Y, Cai X, Zhou J (2008) Economic assessment of the health effects related to particulate matter pollution in 111 Chinese cities by using economic burden of disease analysis. J Environ Manag 88:947–954
Zhang X (2002) Valuing mortality risk reductions using the contingent valuation methods: evidence from a survey of Beijing residents in 1999. Centre for Environment and Development, Chinese Academy of Social Sciences. Presented at the Second World Congress of Environmental Economists, Beijing
Zhang Y, Peng M, Yu C, Zhang L (2017) Burden of mortality and years of life lost due to ambient PM10 pollution in Wuhan, China. Environ Pollut 230:1073–1080
Zhou M, He G, Liu Y, Yin P, Li Y, Kan H, Fan M, Xue A, Fan M (2015) The associations between ambient air pollution and adult respiratory mortality in 32 major Chinese cities, 2006-2010. Environ Res 137:278–286
Funding
This study was funded by National key R&D program of China (Grant No. 2016YFC0201700), Nature Science Foundation of Tianjin (Grant No. 16JCQNJC08600), Chinese Academy of Sciences and Tianjin City cooperation project (Grant No. 16YFXTSF00330), Cultivation plan of young and middle-aged creative talent people in the universities of Tianjin, China, and Cultivation plan of excellent youth innovation team of Tianjin normal university, China.
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Chen, L., Mao, J., Shi, M. et al. Estimating short-term mortality and economic benefit attributable to PM10 exposure in China based on BenMAP. Environ Sci Pollut Res 25, 28367–28377 (2018). https://doi.org/10.1007/s11356-018-2805-5
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DOI: https://doi.org/10.1007/s11356-018-2805-5