Skip to main content

Advertisement

Log in

Impacts of intercontinental transport of anthropogenic fine particulate matter on human mortality

  • Published:
Air Quality, Atmosphere & Health Aims and scope Submit manuscript

Abstract

Fine particulate matter with diameter of 2.5 μm or less (PM2.5) is associated with premature mortality and can travel long distances, impacting air quality and health on intercontinental scales. We estimate the mortality impacts of 20 % anthropogenic primary PM2.5 and PM2.5 precursor emission reductions in each of four major industrial regions (North America, Europe, East Asia, and South Asia) using an ensemble of global chemical transport model simulations coordinated by the Task Force on Hemispheric Transport of Air Pollution and epidemiologically-derived concentration-response functions. We estimate that while 93–97 % of avoided deaths from reducing emissions in all four regions occur within the source region, 3–7 % (11,500; 95 % confidence interval, 8,800–14,200) occur outside the source region from concentrations transported between continents. Approximately 17 and 13 % of global deaths avoided by reducing North America and Europe emissions occur extraregionally, owing to large downwind populations, compared with 4 and 2 % for South and East Asia. The coarse resolution global models used here may underestimate intraregional health benefits occurring on local scales, affecting these relative contributions of extraregional versus intraregional health benefits. Compared with a previous study of 20 % ozone precursor emission reductions, we find that despite greater transport efficiency for ozone, absolute mortality impacts of intercontinental PM2.5 transport are comparable or greater for neighboring source-receptor pairs, due to the stronger effect of PM2.5 on mortality. However, uncertainties in modeling and concentration-response relationships are large for both estimates.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Anenberg SC, West JJ, Fiore AM, Jaffe DA, Prather MJ, Bregmann D, Cuvelier K, Dentener FJ, Duncan BN, Gauss M, Hess P, Jonson JE, Lupu A, MacKenzie IA, Marmer E, Park RJ, Sanderson MG, Schultz M, Shindell DT, Szopa S, Vivanco MG, Wild O, Zeng G (2009) Intercontinental impacts of ozone air pollution on human mortality. Environ Sci Technol 43:6482–6487

    Article  Google Scholar 

  • Anenberg SC, Horowitz LW, Tong DQ, West JJ (2010) An estimate of the global burden of anthropogenic ozone and fine particulate matter on premature human mortality using atmospheric modeling. Environ Health Perspect 118:1189–1195

    Article  CAS  Google Scholar 

  • Anenberg SC, Schwartz J, Shindell D, Amann M, Faluvegi G, Klimont Z, Janssens-Maenhout G, Pozzoli L, Van Dingenen R, Vignati E, Emberson L, Muller NZ, West JJ, Williams M, Demkine V, Hicks WK, Kuylenstierna J, Raes F, Ramanathan V (2012) Global air quality and health co-benefits of mitigating near-term climate change through methane and black carbon emission controls. Environ Health Perspect 120:831–839

    Article  Google Scholar 

  • Beelen R, Raaschou-Nielen O, Stafoggia M, Andersen ZJ, Weinmayr G, Hoffmann B, Wolf K, Samoli E, Fischer P, Nieuwenhuijsen M, Vineis P, Xun WW, Katsouyanni K, Dimakopoulou K, Oudin A, Forsberg B, Modig L, Havulinna AS, Lanki T, Turunen A, Oftedal B, Nystad W, Nafstad P, De Faire U, Pedersen NL, Ostenson C-G, Fratiglioni L, Pennell J, Korek M, Pershagen G, Eriksen KT, Overvad K, Ellermann T, Eeftens M, Peeters PH, Meliefste K, Wang M, Bueno-de-Mesquita B, Sugiri D, Kramer U, Heinrich J, de Hoogh K, Key T, Peters A, Hampel R, Concin H, Nagel G, Ineichen A, Schaffner E, Probst-Hensch N, Kunzli N, Schindler C, Schikowski T, Adam M, Krogh HV, Tsai M-Y, Ricceri F, Sacerdote C, Galassi C, Migliore E, Ranzi A, Cesaroni G, Badaloni C, Forastiere F, Tamayo I, Amiano P, Dorronsoro M, Katsoulis M, Trichopoulou A, Brunekreef B, Hoek G (2013) Effects of long-term exposure to air pollution on natural-cause mortality: an analysis of 22 European cohorts within the multicentre ESCAPE project. Lancet. doi: 10.1016/S0140-6736(13)62158-3

  • Bell ML, McDermott A, Zeger SL, Samet JM, Dominici F (2004) Ozone and short-term mortality in 95 US urban communities. JAMA 292:2372–2378

    Article  CAS  Google Scholar 

  • Brauer M, Amann M, Burnett RT, Cohen A, Dentener F, Ezzati M, Henderson SB, Krzyzanowski M, Martin RV, Van Dingenen R, Van Donkelaar A, Thurston GD (2012) Exposure assessment for estimation of the global burden of disease attributable to outdoor air pollution. Environ Sci Technol 46:652–660

    Article  CAS  Google Scholar 

  • Chin M, Diehl T, Ginoux P, Malm W (2007) Intercontinental transport of pollution and dust aerosols: implications for regional air quality. Atmos Chem Phys 7:5501–5517

    Article  CAS  Google Scholar 

  • Chin M, Diehl T, Tan Q, Prosphero JM, Kahn RA, Remer LA, Yu H, Sayer AM, Bian H, Geogdzhayev IV, Holben BN, Howell SG, Huebert BJ, Hsu NC, Kim D, Kucsera TL, Levy RC, Mishchenko MI, Pan X, Quinn PK, Schuster GL, Streets DG, Strode SA, Torres O, Zhao X-P (2013) Multi-decadal variations of atmospheric aerosols from 1980 to 2009: sources and regional trends. Atmos Chem Phys Discuss 13:19751–19835

    Article  Google Scholar 

  • Duncan BN, West JJ, Yoshida Y, Fiore AM, Ziemke JR (2008) The influence of European pollution on the air quality in the Near East and northern Africa. Atmos Chem Phys 8:2267–2283

    Article  CAS  Google Scholar 

  • Ewing SA, Christensen JN, Brown ST, Vancuren RA, Cliff SS, Depaolo DJ (2013) Pb isotopes as an indicator of the Asian contribution to particulate air pollution in urban California. Environ Sci Technol 44:8911–8916

    Article  Google Scholar 

  • Fiore AM, Dentener FJ, Wild O, Cuvelier C, Schultz MG, Hess P, Textor C, Schulz M, Doherty RM, Horowitz LW, MacKenzie IA, Sanderson MG, SHindell DT, Stevenson DS, Szopa S, Van Dingenen R, Zeng G, Atherton C, Bergmann D, Bey I, Carmichael G, Collins WJ, Duncan BN, Faluvegi G, Folberth G, Gauss M, Gong S, Hauglustaine D, Holloway T, Isaksen ISA, Jacob DJ, Jonson JE, Kaminski JW, Keating TJ, Lupu A, Marmer E, Montanaro V, Park RJ, Pitari G, Pringle KJ, Pyle JA, Schroeder S, Vivanco MG, Wind P, Wojcik G, Wu S, Zuber A (2009) Multimodel estimates of intercontinental source-receptor relationships for ozone pollution. J Geophys Res 114:D4. doi:10.1029/2008JD010816

    Google Scholar 

  • Fry MM, Naik V, West JJ, Schwarzkopf MD, Fiore AM, Collins WJ, Dentener FJ, Shindell DT, Atherton C, Bergmann D, Duncan BN, Hess P, MacKenzie IA, Marmer E, Schultz MG, Szopa S, Wild O, Zeng G (2012) The influence of ozone precursor emissions from four world regions on tropospheric composition and radiative forcing. J Geophys Res 117, D07306. doi:10.1029/2011JD017134

    Google Scholar 

  • Ginoux P, Horowitz LW, Ramaswamy V, Geogdzhayev IV, Holben BN, Stenchikov G, Tie X (2006) Evaluation of aerosol distribution and optical depth in the Geophysical Fluid Dynamics Laboratory coupled model CM2.1 for present climate. J Geophys Res 111:D22

    Google Scholar 

  • Hadley OL, Ramanathan V, Carmichael GR, Tang Y, Corrigan CE, Roberts GC, Mauger GS (2007) Trans-Pacific transport of black carbon and fine aerosols (D < 2.5 μm) into North America. J Geophys Res 112:D05309. doi:10.1029/2006JD007632

    Google Scholar 

  • Heald CL, Jacob DJ, Park RJ, Alexander B, Fairlie TD, Yantosca RM, Chu DA (2006) Transpacific transport of Asian anthropogenic aerosols and its impact on surface air quality in the United States. J Geophys Res 111, D14310. doi:10.1029/2005JD006847

    Article  Google Scholar 

  • Health Effects Institute Public Health and Air Pollution in Asia Program (HEI) Public Health and Air Pollution in Asia: coordinated studies of short-term exposure to air pollution and daily mortality in four cities. HEI Research Report 154. Health Effects Institute, Boston, MA, 2010

  • Jeong JI, Park RJ (2013) Effects of the meteorological variability on regional air quality in East Asia. Atmos Environ 69:46–55

    Article  CAS  Google Scholar 

  • Jerrett M, Burnett RT, Pope CA III, Ito K, Thurston G, Krewski D, Shi Y, Calle E, Thun M (2009) Long-term ozone exposure and mortality. New Engl J Med 360:1085–1095

    Article  CAS  Google Scholar 

  • Keating TJ, West JJ, Farrell AE (2004) Prospects for international management of intercontinental air pollution transport. In: Stohl A (ed) Intercontinental transport of air pollution. Springer, Berlin

    Google Scholar 

  • Koch D, Schmidt GA, Field C (2005) Sulfur, sea salt and radionuclide aerosols in GISS. ModelE, J Geophys Res 111, D06206. doi:10.1029/2004JD005550

    Google Scholar 

  • Koch D, Bond TC, Streets DG, Unger N, van der Werf GR (2007) Global impacts of aerosols from particular source regions and sectors. J Geophys Res 112, D02205. doi:10.1029/2005JD007024

    Google Scholar 

  • Koch D, Schulz M, Kinne S, Bond TC, Balkanski Y, Bauer S, Berntsen T, Boucher O, Chin M, Clarke A, De Luca N, Dentener F, Diehl T, Dubovik O, Easter R, Fahey DW, Feichter J, Fillmore D, Freitag S, Ghan S, Ginoux P, Gong S, Horowitz L, Iversen T, KirkevÃ¥g A, Klimont Z, Kondo Y, Krol M, Liu X, McNaughton C, Miller R, Montanaro V, Moteki N, Myhre G, Penner JE, Perlwitz J, Pitari G, Reddy S, Sahu L, Sakamoto H, Schuster G, Schwarz JP, Seland O, Spackman JR, Stier P, Takegawa N, Takemura T, Textor C, Van Aardenne JA, Zhao Y (2009) Evaluation of black carbon estimations in global aerosol models. Atmos Chem Phys 9:9001–9026

    Article  CAS  Google Scholar 

  • Koffi B, Schulz M, Breon F-M, Griesfeller J, Balkanski Y, Bauer S, Berntsen T, Chin M, Collins WD, Dentener F, Diehl T, Easter R, Ghan S, Ginoux P, Gong S, Horowitz LW, Iversen T, Kirkevag A, Koch D, Krol M, Myhre G, Stier P, Takemura T, Winker D (2012) Application of the CALIOP layer product to evaluate the vertical distribution of aerosols estimated by global models: AeroCom Phase I results. J Geophys Res 117:D10201. doi:10.1029/2011JD016858

    Article  Google Scholar 

  • Krewski D, Jerrett M, Burnett RT, Ma R, Hughes E, Shi Y, Turner MC, Pope CA III, Thurston G, Calle EE, Thun MJ, Beckerman B, DeLuca P, Finkelstein N, Ito K, Moore DK, Newbold KB, Ramsay T, Ross Z, Shin H, Tempalski B (2009) Extended follow-up and spatial analysis of the American Cancer Society study linking particulate air pollution and mortality. Health Effects Institute, Boston, MA

    Google Scholar 

  • Lamarque J-F, Emmons LK, Hess PG, Kinnison DE, Tilmes S, Vitt F, Heald CL, Holland EA, Lauritzen PH, Neu J, Orlando JJ, Rasch PJ, Tyndall GK (2012) CAM-Chem: description and evaluation of interactive atmospheric chemistry in the Community Earth System Model. Geosci Model Dev 5:369–411

    Article  Google Scholar 

  • Langner J, Rodhe H, Crutzen PJ, Zimmerman P (1992) Anthropogenic influence on the distribution of tropospheric sulphate aerosol. Nature 359:712–716

    Article  CAS  Google Scholar 

  • Leibensperger EM, Mickley LJ, Jacob DJ, Barrett SRH (2011) Intercontinental influence of NOx and CO emissions on particulate matter air quality. Atmos Environ 45:3310–3324

    Article  Google Scholar 

  • Lepeule J, Laden F, Dockery D, Schwartz J (2012) Chronic exposure to fine particles and mortality: an extended follow-up of the Harvard Six Cities Study from 1974–2009. Environ Health Perspect 12:965–970

    Article  Google Scholar 

  • Lim SS, Vos T, Flaxman AD, Danaei G, Shibuya K, Adair-Rohani H, Amann M, Anderson HR, Andrews KG, Aryee M, Atkinson C, Bacchus LJ, Bahalim AN, Balakrishnan K, Balmes J, Barker-Collo S, Baxter A, Bell ML, Blore JD, Blyth F, Bonner C, Borges G, Bourne R, Boussinesq M, Brauer M, Brooks P, Bruce NG, Brunekreef B, Bryan-Hancock C, Bucello C, Buchbinder R, Bull F, Burnett RT, Byers TE, Calabria B, Carapetis J, Carnahan E, Chafe Z, Charlson F, Chen H, Chen JS, Cheng AT-A, Child JC, Cohen A, Colson KE, Cowie BC, Darby S, Darling S, Davis A, Degenhardt L, Dentener F, Des Jarlais DC, Devries K, Dherani M, Ding EL, Dorsey ER, Driscoll T, Edmond K, Ali SE, Engell RE, Erwin PJ, Fahimi S, Falder G, Farzadfar F, Ferrari A, Finucane MM, Flaxman S, Fowkes FGR, Freedman G, Freeman MK, Gakidou E, Ghosh S, Giovannucci E, Gmel G, Graham K, Grainger R, Grant B, Gunnell D, Gutierrez HR, Hall W, Hoek HW, Hogan A, Hosgood Iii HD, Hoy D, Hu H, Hubbell BJ, Hutchings SJ, Ibeanusi SE, Jacklyn GL, Jasrasaria R, Jonas JB, Kan H, Kanis JA, Kassebaum N, Kawakami N, Khang YH, Khatibzadeh S, Khoo J-P, Kok C, Laden F, Lalloo R, Lan Q, Lathlean T, Leasher JL, Leigh J, Li Y, Lin JK, Lipshultz SE, London S, Lozano R, Lu Y, Mak J, Malekzadeh R, Mallinger L, Marcenes W, March L, Marks R, Martin R, McGale P, McGrath J, Mehta S, Mensah GA, Merriman TR, Micha R, Michaud C, Mishra V, Hanafiah KM, Mokdad AA, Morawska L, Mozaffarian D, Murphy T, Naghavi M, Neal B, Nelson PK, Nolla JM, Norman R, Olives C, Omer SB, Orchard J, Osborne R, Ostro B, Page A, Pandey KD, Parry CDH, Passmore E, Patra J, Pearce N, Pelizzari PM, Petzold M, Phillips MR, Pope D, Pope Iii CA, Powles J, Rao M, Razavi H, Rehfuess EA, Rehm JT, Ritz B, Rivara FP, Roberts T, Robinson C, Rodriguez-Portales JA, Romieu I, Room R, Rosenfeld LC, Roy A, Rushton L, Salomon JA, Sampson U, Sanchez-Riera L, Sanman E, Sapkota A, Seedat S, Shi P, Shield K, Shivakoti R, Singh GM, Sleet DA, Smith E, Smith KR, Stapelberg NJC, Steenland K, Stöckl H, Stovner LJ, Straif K, Straney L, Thurston GD, Tran JH, Van Dingenen R, van Donkelaar A, Veerman JL, Vijayakumar L, Weintraub R, Weissman MM, White RA, Whiteford H, Wiersma ST, Wilkinson JD, Williams HC, Williams W, Wilson N, Woolf AD, Yip P, Zielinski JM, Lopez AD, Murray CJL, Ezzati M (2013) A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 380:2224–2260

    Article  Google Scholar 

  • Liu J, Mauzerall DL, Horowitz LW, Ginoux P, Fiore AM (2009a) Evaluation inter-continental transport of fine aerosols: (1) methodology, global aerosol distribution and optical depth. Atmos Environ 43:4327–4338

    Article  CAS  Google Scholar 

  • Liu J, Mauzerall DL, Horowitz LW (2009b) Evaluating inter-continental transport of fine aerosols: (2) global health impacts. Atmos Environ 43:4339–4347

    Article  CAS  Google Scholar 

  • Oak Ridge National Laboratory (2008) LandScan Global Population Database 2006. http://www.ornl.gov/sci/landscan/index.html. Accessed March 2008

  • Park RJ, Jacob DJ, Chin M, Martin RV (2003) Sources of carbonaceous aerosols over the United States and implications for natural visibility. J Geophys Res 108:4355. doi:10.1029/2002JD003190

    Article  Google Scholar 

  • Park RJ, Jacob DJ, Field BD, Yantosca RM, Chin M (2004) Natural and transboundary pollution influences on sulfate-nitrate-ammonium aerosols in the United States: implications for policy. J Geophys Res 109, D15204. doi:10.1029/2003JD004473

    Article  Google Scholar 

  • Park RJ, Jacob DJ, Kumar N, Yantosca RM (2006) Regional visibility statistics in the United States: natural and transboundary pollution influences, and implications for the Regional Haze Rule. Atmos Environ 40:5405–5423

    Article  CAS  Google Scholar 

  • Pham M, Muller J-F, Brasseur GP, Granier C, Megie G (1995) A three-dimensional study of the tropospheric sulfur cycle. J Geophys Res. doi:10.1029/95JD02095

    Google Scholar 

  • Pope CA III, Burnett RT, Krewski D, Jerrett M, Shi Y, Calle EE, Thun MJ (2009) Cardiovascular mortality and exposure to airborne fine particulate matter and cigarette smoke: shape of the exposure-response relationship. Circulation 120:941–948

    Article  CAS  Google Scholar 

  • Pope CA III, Burnett RT, Turner MC, Cohen A, Krewski D, Jerrett M, Gapstur SM, Thun MJ (2011) Lung cancer and cardiovascular disease mortality associated with ambient air pollution and cigarette smoke: shape of the exposure-response relationship. Environ Health Perspect 119:1616–1621

    Article  Google Scholar 

  • Roman HA, Walker KD, Walsh TL, Conner L, Richmond HM, Hubbell BJ, Kinney PL (2008) Expert judgment assessment of the mortality impact of changes in ambient fine particulate matter in the US. Environ Sci Technol 42:2268–2274

    Article  CAS  Google Scholar 

  • Shindell DT, Chin M, Dentener F, Doherty RM, Faluvegi G, Fiore AM, Hess P, Koch DM, MacKenzie IA, Sanderson MG, Schultz MG, Schulz M, Stevenson DS, Teich H, Textor C, Wild O, Bergmann DJ, Bey I, Bian H, Cuvelier C, Duncan BN, Folberth G, Horowitz LW, Jonson J, Kaminski JW, Marmer E, Park R, Pringle KJ, Schroeder S, Szopa S, Takemura T, Zeng G, Keating TJ, Zuber A (2008) A multi-model assessment of pollution transport to the Arctic. Atmos Chem Phys 8:5353–5372

    Article  CAS  Google Scholar 

  • Takemura T, Okamoto H, Maruyama Y, Numaguti A, Higurashi A, Nakajima T (2000) Global three-dimensional simulation of aerosol optical thickness distribution of various origins. J Geophys Res 105:17853–17873

    Article  CAS  Google Scholar 

  • Takemura T, Nakajima T, Dubovik O, Holben BN, Kinne S (2002) Single-scattering albedo and radiative forcing of various aerosol species with a global three-dimensional model. J Climate 15:333–352

    Article  Google Scholar 

  • Task Force on Hemispheric Transport of Air Pollution (TF HTAP). Hemispheric Transport of Air Pollution 2010. United Nations Economic Commission for Europe: Geneva, 2010

  • West JJ, Naik V, Horowitz LW, Fiore AM (2009) Effect of regional precursor emission controls on long-range ozone transport—Part 2: steady-state changes in ozone air quality and impacts on human mortality. Atmos Chem Phys 9:6095–6107

    Article  CAS  Google Scholar 

  • World Health Organization (WHO) (2004) The World Health Report 2004: changing history. World Health Organization, Geneva

    Google Scholar 

  • World Health Organization (WHO) Mortality Database. http://www.who.int/healthinfo/morttables/en/. Accessed September 2008

  • Yu H, Remer LA, Chin M, Bian H, Kleidman RG, Diehl T (2008) A satellite-based assessment of transpacific transport of pollution aerosol. J Geophys Res 113:D14S12. doi:10.1029/2007JD009349

    Google Scholar 

  • Yu H, Remer LA, Chin M, Bian H, Tan Q, Yuan T, Zhang Y (2012) Aerosols from overseas rival domestic emissions over North America. Science 337:566–569

    Article  CAS  Google Scholar 

  • Yu H, Chin M, West JJ, Atherton CS, Bellouin N, Bergmann D, Bey I, Bian H, Diehl T, Forberth G, Hess P, Schulz M, Shindell D, Takemura T, Tan Q (2013) A multimodel assessment of the influence of regional anthropogenic emission reductions on aerosol direct radiative forcing and the role of intercontinental transport. J Geophys Res 118:700–720. doi:10.1029/2012JD0180148

    Google Scholar 

Download references

Acknowledgments

The opinions expressed in this article are the authors’ and do not necessarily represent those of their employers, including the USEPA. Model simulations were performed under the UN ECE Task Force on Hemispheric Transport of Air Pollution. H.Y. was supported by the NASA Atmospheric Composition Modeling and Analysis Program administered by R. Eckman. D.B. was supported by the US Department of Energy (BER) at LLNL under contract DE-AC5207NA27344.

Supporting information

A description of the models participating in the ensemble, a map of the four regions used in this analysis, and additional results can be found in the Supporting Information.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Susan C. Anenberg.

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(DOCX 1,298 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Anenberg, S.C., West, J.J., Yu, H. et al. Impacts of intercontinental transport of anthropogenic fine particulate matter on human mortality. Air Qual Atmos Health 7, 369–379 (2014). https://doi.org/10.1007/s11869-014-0248-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11869-014-0248-9

Keywords

Navigation