Abstract
In this study, we have analyzed possible policy options to improve the air quality in an industrialized region—Beijing, Tianjin and Hebei (BTH) in China. A comprehensive model framework integrating GAINS-China, GEOS-Chem, and IMED/HEL is established to investigate the impacts of various policies on air pollution and health effects. The model establishes a data interface between economic input/output data and the emission inventory of atmospheric pollutants in the BTH region. Based on in-depth analyses of pollutant emission standards, industrial structure, pollution-intensive industries, and emission intensities in BTH and Pearl River Delta, several scenarios are constructed to explore the effectiveness of policy pathways in improving air quality in the BTH region. These scenarios include two categories: the category of “Industrial Technology Upgrade Policy” scenarios that focuses on reducing the emission intensity of industries vs. that of “Industrial Structure Adjustment Policy” scenarios that focuses on adjusting the proportion of industrial value-added. Our results show that the policy path of industrial technology upgrading can be effective and feasible, while economic structure adjustment shows complex and mixed effectiveness. We also find that the proposed policies and measures will be efficient to reduce pollution of primary pollutants and fine particles, but may not effectively mitigate ambient ozone pollution. Ozone pollution is projected to become increasingly severe in BTH, placing a challenge to pollution mitigation strategies that requires further adjustments to address it.
Similar content being viewed by others
References
Bai R, Lam J C K, Li V O K (2018). A review on health cost accounting of air pollution in China. Environment International, 120: 279–294
Berman J D, Fann N, Hollingsworth J W, Pinkerton K E, Rom W N, Szema A M, Breysse P N, White R H, Curriero F C (2012). Health benefits from large-scale ozone reduction in the United States. Environmental Health Perspectives, 120(10): 1404–1410
Burnett R, Chen H, Szyszkowicz M, Fann N, Hubbell B, Pope C A, Apte J S, Brauer M, Cohen A, Weichenthal S, Coggins J, Di Q, Brunekreef B, Frostad J, Lim S S, Kan H, Walker K D, Thurston G D, Hayes R B, Lim C C, Turner M C, Jerrett M, Krewski D, Gapstur S M, Diver W R, Ostro B, Goldberg D, Crouse D L, Martin R V, Peters P, Pinault L, Tjepkema M, Van Donkelaar A, Villeneuve P J, Miller A B, Yin P, Zhou M, Wang L, Janssen N A H, Marra M, Atkinson R W, Tsang H, QuocThach T, Cannon J B, Allen R T, Hart J E, Laden F, Cesaroni G, Forastiere F, Weinmayr G, Jaensch A, Nagel G, Concin H, Spadaro J V (2018). Global estimates of mortality associated with long-term exposure to outdoor fine particulate matter. Proceedings of the National Academy of Sciences, 115(38): 9592–9597
Cakmak S, Hebbern C, Vanos J, Crouse D L, Burnett R (2016). Ozone exposure and cardiovascular-related mortality in the Canadian Census Health and Environment Cohort (CANCHEC) by spatial synoptic classification zone. Environmental Pollution, 214: 589–599
Cao J, Yang C, Li J, Chen R, Chen B, Gu D, Kan H (2011). Association between long-term exposure to outdoor air pollution and mortality in China: A cohort study. Journal of Hazardous Materials, 186(2–3): 1594–1600
Dong H, Dai H, Dong L, Fujita T, Geng Y, Klimont Z, Inoue T, Bunya S, Fujii M, Masui T (2015). Pursuing air pollutant co-benefits of CO2 mitigation in China: A provincial leveled analysis. Applied Energy, 144: 165–174
Huang D, Zhang S (2013). Health benefit evaluation for PM2.5 pollution control in Beijing-Tianjin-Hebei region of China. China Environmental Science, 33(1): 166–174 (in Chinese)
Jerrett M, Burnett R T, Pope C A 3rd, Ito K, Thurston G, Krewski D, Shi Y, Calle E, Thun M (2009). Long-term ozone exposure and mortality. New England Journal of Medicine, 360(11): 1085–1095
Jin Y, Andersson H, Zhang S (2017). China’s cap on coal and the efficiency of local interventions: a benefit-cost analysis of phasing out coal in power plants and in households in Beijing. Journal of Benefit-Cost Analysis, 8 (2): 147–186
Kan H, Chen B (2004). Particulate air pollution in urban areas of Shanghai, China: Health-based economic assessment. Science of the Total Environment, 322(1-3): 71–79
Kan H, London S J, Chen G, Zhang Y, Song G, Zhao N, Jiang L, Chen B (2008). Season, sex, age, and education as modifiers of the effects of outdoor air pollution on daily mortality in Shanghai, China: The Public Health and Air Pollution in Asia (PAPA) study. Environmental Health Perspectives, 116(9): 1183–1188
Krewski D, Jerrett M, Burnett R T, Ma R, Hughes E, Shi Y, Turner M C, Pope Iii C A, Thurston G, Calle E E (2009). Extended follow-up and spatial analysis of the American Cancer Society study linking particulate air pollution and mortality. Boston: Health Effects Institute
Lu M, Lin B L, Inoue K, Lei Z, Zhang Z, Tsunemi K (2018). PM2.5-related health impacts of utilizing ammonia-hydrogen energy in Kanto Region, Japan. Frontiers of Environmental Science & Engineering, 12(2): 13
Maji K J, Ye W F, Arora M, Nagendra SMS (2019). Ozone pollution in Chinese cities: Assessment of seasonal variation, health effects and economic burden. Environmental Pollution, 247: 792–801
Maji K J, Ye W F, Arora M, Shiva Nagendra S M (2018). PM2.5-related health and economic loss assessment for 338 Chinese cities. Environment International, 121 (Pt 1): 392–403
Malley C S, Henze D K, Kuylenstierna J C, Vallack H W, Davila Y, Anenberg S C, Turner M C, Ashmore M R (2017). Updated global estimates of respiratory mortality in adults ≥30 years of age attributable to long-term ozone exposure. Environmental Health Perspectives, 125(8): 087021
Matus K, Nam K M, Selin N E, Lamsal L N, Reilly J M, Paltsev S (2012). Health damages from air pollution in China. Global Environmental Change, 22(1): 55–66
National Bureau of Statistics of China (2014). Input-Output Tables of China 2012. Beijing: China Statistics Press (in Chinese)
National Bureau of Statistics of China (2018). China Statistical Year Book 2017. Beijing: China Statistics Press (in Chinese)
Oberdorster G, Oberdorster E, Oberdorster J (2005). Nanotoxicology: An emerging discipline evolving from studies of ultrafine particles. Environmental Health Perspectives, 113(7): 823–839
Polenske K R, McMichael F C (2002). A Chinese cokemaking process-flow model for energy and environmental analyses. Energy Policy, 30(10): 865–883
Pope C A 3rd, Burnett R T, Thun M J, Calle E E, Krewski D, Ito K, Thurston G D (2002). Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. Journal of the American Medical Association, 287(9): 1132–1141
Pope C A 3rd, Dockery D W (2006). Health effects of fine particulate air pollution: Lines that connect. Journal of the Air & Waste Management Association, 56(6): 709–742
Qin Y, Fang Y, Li X, Naik V, Horowitz L W, Liu J, Scovronick N, Mauzerall D L (2019). Source attribution of black carbon affecting regional air quality, premature mortality and glacial deposition in 2000. Atmospheric Environment, 206: 144–155
Silva R A, West J J, Zhang Y, Anenberg S C, Lamarque J F, Shindell D T, Collins W J, Dalsoren S, Faluvegi G, Folberth G (2013). Global premature mortality due to anthropogenic outdoor air pollution and the contribution of past climate change. Environmental Research Letters, 8(3): 034005
Turner M C, Jerrett M, Pope C A 3rd, Krewski D, Gapstur S M, Diver W R, Beckerman B S, Marshall J D, Su J, Crouse D L, Burnett R T (2016). Long-term ozone exposure and mortality in a large prospective study. American Journal of Respiratory and Critical Care Medicine, 193(10): 1134–1142
Wang L, Fu J S, Wei W, Wei Z, Meng C, Ma S, Wang J (2018). How aerosol direct effects influence the source contributions to PM2.5 concentrations over Southern Hebei, China in severe winter haze episodes. Frontiers of Environmental Science & Engineering, 12(3): 13
West J J, Smith S J, Silva R A, Naik V, Zhang Y, Adelman Z, Fry M M, Anenberg S, Horowitz L W, Lamarque J F (2013). Co-benefits of mitigating global greenhouse gas emissions for future air quality and human health. Nature Climate Change, 3(10): 885–889
Xie R, Sabel C E, Lu X, Zhu W, Kan H, Nielsen C P, Wang H (2016a). Long-term trend and spatial pattern of PM2.5 induced premature mortality in China. Environment International, 97: 180–186
Xie Y, Dai H, Dong H, Hanaoka T, Masui T (2016b). Economic impacts from PM2.5 pollution-related health effects in China: A provincial-level analysis. Environmental Science & Technology, 50(9): 4836–4843
Xie Y, Dai H, Zhang Y, Hanaoka T, Masui T (2019). Comparison of health and economic impacts of PM2.5 and ozone pollution in China. Environmental International, 130: 104881
Yang G, Wang Y, Zeng Y, Gao G F, Liang X, Zhou M, Wan X, Yu S, Jiang Y, Naghavi M (2013). Rapid health transition in China, 1990–2010: Findings from the Global Burden of Disease Study 2010. Lancet, 381(9882): 1987–2015
Zhang D, Aunan K, Martin Seip H, Larssen S, Liu J, Zhang D (2010). The assessment of health damage caused by air pollution and its implication for policy making in Taiyuan, Shanxi, China. Energy Policy, 38(1): 491–502
Zhang L, Shao J, Lu X, Zhao Y, Hu Y, Henze D K, Liao H, Gong S, Zhang Q (2016). Sources and processes affecting fine particulate matter pollution over North China: An adjoint analysis of the Beijing APEC period. Environmental Science & Technology, 50(16): 8731–8740
Zheng B, Tong D, Li M, Liu F, Hong C, Geng G, Li H, Li X, Peng L, Qi J, Yan L, Zhang Y, Zhao H, Zheng Y, He K, Zhang Q (2018). Trends in China’s anthropogenic emissions since 2010 as the consequence of clean air actions. Atmospheric Chemistry and Physics, 18(19): 14095–14111
Acknowledgements
This study is supported by the National Natural Science Foundation of China (Grant Nos. 71704005, 51861135102 and 71810107001) and the Key Projects of National Key Research and Development Program of the Ministry of Science and Technology of China (No. 2017YFC0213000).
Author information
Authors and Affiliations
Corresponding authors
Additional information
Highlights
• Impacts of industrial restructuring and upgrade on air quality & health are assessed.
• An integrated approach combining different models is used for the assessment.
• Industrial technology upgrading is more effective than economic restructuring.
• Ozone is much more difficult to mitigate than PM2.5.
Electronic Supplementary Material
Rights and permissions
About this article
Cite this article
Liu, C., Dai, H., Zhang, L. et al. The impacts of economic restructuring and technology upgrade on air quality and human health in Beijing-Tianjin-Hebei region in China. Front. Environ. Sci. Eng. 13, 70 (2019). https://doi.org/10.1007/s11783-019-1155-y
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11783-019-1155-y