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      Change in household fuels dominates the decrease in PM 2.5 exposure and premature mortality in China in 2005–2015

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          The Chinese government has taken efforts to tackle the nation’s severe ambient fine particle (PM 2.5) pollution. Our results suggest that reduced household solid-fuel consumption was the leading contributor to the rapid decrease in the integrated exposure to ambient and household PM 2.5 pollution during 2005–2015, even though there was no explicit household control policy. In contrast, the emission reductions from power plants, industry, and transportation contributed much less to the decrease of integrated exposure. Clean household heating fuels have become part of recent control policies in northern China, but such policy would be strengthened if extended to heating and cooking countrywide since shift of the remaining household solid fuels to clean fuels could additionally avoid an estimated half-million premature deaths annually.

          Abstract

          To tackle the severe fine particle (PM 2.5) pollution in China, the government has implemented stringent control policies mainly on power plants, industry, and transportation since 2005, but estimates of the effectiveness of the policy and the temporal trends in health impacts are subject to large uncertainties. By adopting an integrated approach that combines chemical transport simulation, ambient/household exposure evaluation, and health-impact assessment, we find that the integrated population-weighted exposure to PM 2.5 (IPWE) decreased by 47% (95% confidence interval, 37–55%) from 2005 [180 (146–219) μg/m 3] to 2015 [96 (83–111) μg/m 3]. Unexpectedly, 90% (86–93%) of such reduction is attributed to reduced household solid-fuel use, primarily resulting from rapid urbanization and improved incomes rather than specific control policies. The IPWE due to household fuels for both cooking and heating decreased, but the impact of cooking is significantly larger. The reduced household-related IPWE is estimated to avoid 0.40 (0.25–0.57) million premature deaths annually, accounting for 33% of the PM 2.5-induced mortality in 2015. The IPWE would be further reduced by 63% (57–68%) if the remaining household solid fuels were replaced by clean fuels, which would avoid an additional 0.51 (0.40–0.64) million premature deaths. Such a transition to clean fuels, especially for heating, requires technology innovation and policy support to overcome the barriers of high cost of distribution systems, as is recently being attempted in the Beijing–Tianjin–Hebei area. We suggest that household-fuel use be more highly prioritized in national control policies, considering its effects on PM 2.5 exposures.

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          Millions dead: how do we know and what does it mean? Methods used in the comparative risk assessment of household air pollution.

          In the Comparative Risk Assessment (CRA) done as part of the Global Burden of Disease project (GBD-2010), the global and regional burdens of household air pollution (HAP) due to the use of solid cookfuels, were estimated along with 60+ other risk factors. This article describes how the HAP CRA was framed; how global HAP exposures were modeled; how diseases were judged to have sufficient evidence for inclusion; and how meta-analyses and exposure-response modeling were done to estimate relative risks. We explore relationships with the other air pollution risk factors: ambient air pollution, smoking, and secondhand smoke. We conclude with sensitivity analyses to illustrate some of the major uncertainties and recommendations for future work. We estimate that in 2010 HAP was responsible for 3.9 million premature deaths and ∼4.8% of lost healthy life years (DALYs), ranking it highest among environmental risk factors examined and one of the major risk factors of any type globally.
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            Exposure assessment for estimation of the global burden of disease attributable to outdoor air pollution.

            Ambient air pollution is associated with numerous adverse health impacts. Previous assessments of global attributable disease burden have been limited to urban areas or by coarse spatial resolution of concentration estimates. Recent developments in remote sensing, global chemical-transport models, and improvements in coverage of surface measurements facilitate virtually complete spatially resolved global air pollutant concentration estimates. We combined these data to generate global estimates of long-term average ambient concentrations of fine particles (PM(2.5)) and ozone at 0.1° × 0.1° spatial resolution for 1990 and 2005. In 2005, 89% of the world's population lived in areas where the World Health Organization Air Quality Guideline of 10 μg/m(3) PM(2.5) (annual average) was exceeded. Globally, 32% of the population lived in areas exceeding the WHO Level 1 Interim Target of 35 μg/m(3), driven by high proportions in East (76%) and South (26%) Asia. The highest seasonal ozone levels were found in North and Latin America, Europe, South and East Asia, and parts of Africa. Between 1990 and 2005 a 6% increase in global population-weighted PM(2.5) and a 1% decrease in global population-weighted ozone concentrations was apparent, highlighted by increased concentrations in East, South, and Southeast Asia and decreases in North America and Europe. Combined with spatially resolved population distributions, these estimates expand the evaluation of the global health burden associated with outdoor air pollution.
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              Formation of urban fine particulate matter.

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                Author and article information

                Journal
                Proc Natl Acad Sci U S A
                Proc. Natl. Acad. Sci. U.S.A
                pnas
                pnas
                PNAS
                Proceedings of the National Academy of Sciences of the United States of America
                National Academy of Sciences
                0027-8424
                1091-6490
                4 December 2018
                19 November 2018
                19 November 2018
                : 115
                : 49
                : 12401-12406
                Affiliations
                [1] aSchool of Environment, State Key Joint Laboratory of Environment Simulation and Pollution Control, Tsinghua University , 100084 Beijing, China;
                [2] bJoint Institute for Regional Earth System Science and Engineering and Department of Atmospheric and Oceanic Sciences, University of California, Los Angeles , CA 90095;
                [3] cState Environmental Protection Key Laboratory of Sources and Control of Air Pollution Complex , 100084 Beijing, China;
                [4] dEnvironmental Health Sciences, School of Public Health, University of California, Berkeley , CA 94720-7360;
                [5] eCICERO Center for International Climate Research , N-0318 Oslo, Norway;
                [6] fDivision of Geological and Planetary Sciences, California Institute of Technology , Pasadena, CA 91125;
                [7] gDepartment of Civil and Environmental Engineering, Hong Kong Polytechnic University , 99907 Hong Kong, China;
                [8] hDepartment of Building Science, Tsinghua University , 100084 Beijing, China
                Author notes
                1To whom correspondence may be addressed. Email: shxwang@ 123456tsinghua.edu.cn or krksmith@ 123456berkeley.edu .

                Contributed by Kirk R. Smith, October 10, 2018 (sent for review July 27, 2018; reviewed by Gregory R. Carmichael and Zifa Wang)

                Author contributions: B.Z. and S.W. designed research; B.Z., H.Z., and X.F. developed emission inventory; B.Z., H.Z., and D.D. performed model simulation; K.A. led the development of the IPWE metric; B.Z., S.W., K.R.S., X.L., K.A., Y.G., and Y.W. analyzed data; and B.Z., S.W., K.R.S., X.L., K.A., Y.G., Y.W., J.X., X.Y., K.-N.L., and J.H. wrote the paper.

                Reviewers: G.R.C., University of Iowa; and Z.W., Chinese Academy of Sciences.

                Author information
                http://orcid.org/0000-0001-9727-1963
                http://orcid.org/0000-0002-0439-1120
                http://orcid.org/0000-0002-5063-3776
                http://orcid.org/0000-0001-6657-8401
                Article
                201812955
                10.1073/pnas.1812955115
                6298076
                30455309
                ce74d13d-8e4c-4576-9572-76f2674c461e
                Copyright © 2018 the Author(s). Published by PNAS.

                This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).

                History
                Page count
                Pages: 6
                Funding
                Funded by: National Natural Science Foundation of China (NSFC) 501100001809
                Award ID: 21625701
                Award Recipient : Haotian Zheng Award Recipient : Shuxiao Wang Award Recipient : Xi Lu Award Recipient : Jia Xing Award Recipient : Jiming Hao
                Funded by: National Natural Science Foundation of China (NSFC) 501100001809
                Award ID: 21521064
                Award Recipient : Haotian Zheng Award Recipient : Shuxiao Wang Award Recipient : Xi Lu Award Recipient : Jia Xing Award Recipient : Jiming Hao
                Funded by: National Research Program for Key Issues in Air Pollution Control
                Award ID: DQGG0301
                Award Recipient : Haotian Zheng Award Recipient : Shuxiao Wang Award Recipient : Xi Lu Award Recipient : Kristin Aunan Award Recipient : Jia Xing Award Recipient : Jiming Hao
                Funded by: National Science Foundation (NSF) 100000001
                Award ID: AGS-1701526
                Award Recipient : Bin Zhao Award Recipient : Yu Gu Award Recipient : Kuo-Nan Liou
                Funded by: National Aeronautics and Space Administration (NASA) 100000104
                Award ID: ROSES TASNPP 80NSSC18K0985
                Award ID: –
                Award Recipient : Bin Zhao Award Recipient : Yu Gu Award Recipient : Kuo-Nan Liou Award Recipient : Haotian Zheng Award Recipient : Shuxiao Wang Award Recipient : Xi Lu Award Recipient : Kristin Aunan Award Recipient : Jia Xing Award Recipient : Jiming Hao
                Categories
                Physical Sciences
                Earth, Atmospheric, and Planetary Sciences

                health impact,household air pollution,ambient air pollution,integrated exposure assessment,cooking

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