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The effect of grid resolution on estimates of the burden of ozone and fine particulate matter on premature mortality in the USA

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Abstract

Assessments of human health impacts associated with outdoor air pollution often use air quality models to represent exposure, but involve uncertainties due to coarse model resolution. Here, we quantify how estimates of mortality in the USA attributable to ozone (O3) and fine particulate matter (PM2.5) at coarse resolution differ from those at finer resolution. Using the finest modeled concentrations (12 km), we estimate that 66,000 (95 % CI, 39,300–84,500) all-cause and 21,400 (5,600–34,200) respiratory deaths per year are attributable to PM2.5 and O3 concentrations above low-concentration thresholds, respectively. Using model results at 36 km resolution gives mortality burdens that are 11 % higher for PM2.5 and 12 % higher for O3 than the 12-km estimates, suggesting a modest positive bias. We also scale modeled concentrations at 12 km to coarser resolutions by simple averaging and repeat the mortality assessment at multiple resolutions from 24 to 408 km, including the resolutions of global models; in doing so, we account for the effect of resolution on population exposure. Coarse grid resolutions produce mortality estimates that are substantially biased low for PM2.5 (30–40 % lower than the 12-km estimate at >250 km resolution), but less than 6 % higher for O3 at any resolution. Mortality estimates for primary PM2.5 species show greater bias at coarse resolution than secondary species. These results suggest that coarse resolution global models (>100 km) are likely biased low for PM2.5 health effects. For ozone, biases due to coarse resolution may be much smaller, and the effect on modeled chemistry likely dominates.

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References

  • Abt Associates Incorporated (2010) Environmental benefits and mapping program (version 4.0). Prepared for US Environmental Protection Agency Office of Air Quality Planning and Standards, Bethesda, MD

  • 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 Persp 118:1189–1195

    Article  CAS  Google Scholar 

  • Arunachalam S, Holland A, Do B, Abraczinskas M (2006) A quantitative assessment of the influence of grid resolution on predictions of future-year air quality in North Carolina, USA. Atmos Env 40:5010–5026

    Article  CAS  Google Scholar 

  • Bell ML, McDermott A, Zeger SL, Samet JM, Dominici F (2004) Ozone and short-term mortality in 95 US urban communities, 1987–2000. JAMA 292:2372–2378

    Article  CAS  Google Scholar 

  • Bell ML, Peng RD, Dominici F (2006) The exposure-response curve for ozone and risk of mortality and the adequacy of current ozone regulations. Environ Health Persp 114:532–6

    Article  CAS  Google Scholar 

  • Binkowski FS, Roselle SJ (2003) Models-3 Community Multiscale Air Quality (CMAQ) model aerosol component 1. Model description. J Geophys Res 108(D6):4183

    Article  Google Scholar 

  • Blanchard CL, Roth PM, Tanenbaum SJ, Ziman SD, Seinfeld JH (2000) The use of ambient measurements to identify which precursor species limit aerosol nitrate formation. J Air Waste Manage Assoc 50:2073–2084

    Article  CAS  Google Scholar 

  • Broeckaert F, Arsalane K, Hermans C, Bergamaschi E, Brustolin A, Matti A, Bernard A (1999) Lung epithelial damage at low concentrations of ambient ozone. Lancet 353:900–901

    Article  CAS  Google Scholar 

  • Centers for Disease Control and Prevention (2009) CDC wonder. US Department of Health and Human Services, Atlanta

    Google Scholar 

  • Cohen AJ, Anderson HR, Ostro B, Pandey KD, Krzyzanowski M, Kunzli N, Gutschmidt K, Pope CA III, Romieu I, Samet JM, Smith KR (2004) Urban air pollution. In: Ezzati M, Lopez AD, Rodgers A, Murray CJL (eds) Comparative quantification of health risks: global and regional burden of disease due to selected major risk factors. World Health Organization, Geneva, pp 1353–1434

    Google Scholar 

  • Corbett JJ, Winebrake JJ, Green EH, Kasibhatla P, Eyring V, Lauer A (2007) Mortality from ship emissions: a global assessment. Environ Sci Technol 41:8512–8518

    Article  CAS  Google Scholar 

  • US Environmental Protection Agency (2007) Guidance on the use of models and other analyses for demonstrating attainment of air quality goals for ozone, PM2.5, and regional haze. EPA-454/B-07-002, Research Triangle Park, NC

  • US Environmental Protection Agency (2010a) Air quality modeling technical support document: light-duty vehicle greenhouse gas emission standards final rule. EPA-454/R-10-00, Research Triangle Park, NC

  • US Environmental Protection Agency (2010b) Quantitative health risk assessment for particulate matter. EPA-452/R-10-005, Research Triangle Park, NC

  • Fann N, Roman HA, Fulcher CM, Gentile MA, Hubbell BJ, Wesson K, Levy JI (2011) Maximizing health benefits and minimizing inequality: incorporating local-scale data in the design and evaluation of air quality policies. Risk Anal 31:908–922

    Article  Google Scholar 

  • Fann N, Lamson AD, Anenberg SC, Wesson K, Risley D, Hubbell BJ (2012) Estimating the national public health burden associated with exposure to ambient PM2.5 and ozone. Risk Anal 32(1):81–95

    Article  Google Scholar 

  • Greco SL, Wilson AM, Spengler JD, Levy JI (2007) Spatial patterns of mobile source particulate matter emissions-to-exposure relationships across the United States. Atmos Environ 41:1011–1025

    Article  CAS  Google Scholar 

  • Hubbell BJ, Hallberg A, McCubbin DR, Post E (2005) Health-related benefits of attaining the 8-hr ozone standard. Environ Health Persp 113:73–82

    Article  CAS  Google Scholar 

  • Hubbell BJ, Fann N, Levy JI (2009) Methodological considerations in developing local-scale health impact assessments: balancing national, regional, and local data. Air Qual Atmos Health 2:99–110

    Article  Google Scholar 

  • Ito K, De Leon SF, Lippmann M (2005) Associations between ozone and daily mortality: analysis and meta-analysis. Epidemiology 16:446–457

    Article  Google Scholar 

  • Jang JC, Jeffries H, Byun D, Pleim JE (1995) Sensitivity of ozone to model grid resolution—1. Application of high-resolution regional acid deposition model. Atmos Environ 29(21):2085–3100

    Article  Google Scholar 

  • Jerrett M, Burnett RT, Ma RJ, Pope CA, Krewski D, Newbold KB, Thurston G, Shi YL, Finkelstein N, Calle EE, Thun MJ (2005) Spatial analysis of air pollution and mortality in Los Angeles. Epidemiology 16:727–736

    Article  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 

  • Krewski D, Jerrett M, Burnett RT, Ma R, Hughes E, Shi Y, Turner MC, Pope CA III, Thurston G, Calle EE, Thun MJ (2009) Extended follow-up and spatial analysis of the American Cancer Society study linking particulate air pollution and mortality, Health Effects Institute Research Report 140, Boston

  • Laden F, Schwartz J, Speizer FE, Dockery DW (2006) Reduction in fine particulate air pollution and mortality. Am J Respir Crit Care Med 173:667–672

    Article  CAS  Google Scholar 

  • Liang J, Jacobson M (2000) Effects of subgrid segregation on ozone production efficiency in a chemical model. Atmos Environ 34:2975–2982

    Article  CAS  Google Scholar 

  • Ostro B (2004) Outdoor air pollution: assessing the environmental burden of disease at national and local levels. WHO Environmental Burden of Disease Series, No. 5. World Health Organization, Geneva

    Google Scholar 

  • Ostro B, Feng WY, Broadwin R, Green S, Lipsett M (2007) The effects of components of fine particulate air pollution on mortality in California: results from CALFINE. Environ Health Persp 115:13–19

    Article  CAS  Google Scholar 

  • Pope CA III, Burnett RT, Thun MJ, Calle EE, Krewski D, Ito K, Thurston GD (2002) Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particle air pollution. JAMA 287:1132–1141

    Article  CAS  Google Scholar 

  • Seinfeld JH, Pandis SN (2006) Atmospheric chemistry and physics: from air pollution to climate change, 2nd edn. Wiley, Hoboken

    Google Scholar 

  • Tang Y (2002) A case study of nesting simulation for the Southern Oxidants Study 1999 at Nashville. Atmos Env 36:1691–1705

    Article  CAS  Google Scholar 

  • Thompson TM, Selin NE (2012) Influence of air quality model resolution on uncertainty associated with health impacts. Atmos Chem Phys 12:9753–9762

    Article  CAS  Google Scholar 

  • West JJ, Fiore AM, Horowitz LW, Mauzerall DL (2006) Global health benefits of mitigating ozone pollution with methane emission controls. Proc Natl Acad Sci 103:3988–3993

    Article  CAS  Google Scholar 

  • Wild O, Prather MJ (2006) Global tropospheric ozone modeling: quantifying errors due to grid resolution. J Geophys Res 111:D11305

    Article  Google Scholar 

  • Woods and Poole Economics Inc. (2001) Population by single year of age CD. Washington, DC

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Acknowledgments

This work was supported by a grant from the National Institute of Environmental Health Sciences (P30ES010126) and by the Environmental Protection Agency, Office of Air Quality Planning and Standards. We thank Neal Fann, Charles Fulcher, Pat Dolwick, Sarav Arunachalam, Meridith Fry, Matt Woody, Susan Anenberg, Marc Serre, and Will Vizuete for their assistance with this project.

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  1. Department of Environmental Sciences and Engineering, University of North Carolina, CB#7431, Chapel Hill, NC, 27599, USA

    Elizabeth M. Punger & J. Jason West

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  1. Elizabeth M. Punger
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  2. J. Jason West
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Correspondence to J. Jason West.

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Punger, E.M., West, J.J. The effect of grid resolution on estimates of the burden of ozone and fine particulate matter on premature mortality in the USA. Air Qual Atmos Health 6, 563–573 (2013). https://doi.org/10.1007/s11869-013-0197-8

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  • DOI: https://doi.org/10.1007/s11869-013-0197-8

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