Skip to main content
Log in

The impacts of economic restructuring and technology upgrade on air quality and human health in Beijing-Tianjin-Hebei region in China

  • Research Article
  • Published:
Frontiers of Environmental Science & Engineering Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

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

    Article  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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)

    Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • National Bureau of Statistics of China (2014). Input-Output Tables of China 2012. Beijing: China Statistics Press (in Chinese)

    Google Scholar 

  • National Bureau of Statistics of China (2018). China Statistical Year Book 2017. Beijing: China Statistics Press (in Chinese)

    Google Scholar 

  • Oberdorster G, Oberdorster E, Oberdorster J (2005). Nanotoxicology: An emerging discipline evolving from studies of ultrafine particles. Environmental Health Perspectives, 113(7): 823–839

    Article  CAS  Google Scholar 

  • Polenske K R, McMichael F C (2002). A Chinese cokemaking process-flow model for energy and environmental analyses. Energy Policy, 30(10): 865–883

    Article  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

Download references

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

Authors

Corresponding authors

Correspondence to Hancheng Dai or Changchun Feng.

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

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

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

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11783-019-1155-y

Keywords

Navigation