Spatial Heterogeneity of PM₁₀ and O₃ in São Paulo, Brazil, and Implications for Human Health Studies

REFERENCES

• WHO Children's Environmental Health, Outdoor Air Pollution http://www.who.int/ceh/risks/cehair/en/ (http://www.who.int/ceh/risks/cehair/en/) (Accessed: 2009 ).
   Google Scholar
• Bell , M.L. , Ebisu , K. and Belanger , K. 2007 . Ambient Air Pollution and Low Birth Weight in Connecticut and Massachusetts . Environ. Health Perspect. , 115 : 1118 – 1125 .
   PubMed Web of Science ®Google Scholar
• Bell , M.L. , Peng , R.D. and Dominici , F. 2006 . The Exposure-Response Curve for Ozone and Risk of Mortality and the Adequacy of Current Ozone Regulations . Environ. Health Perspect. , 114 : 532 – 536 .
   PubMed Web of Science ®Google Scholar
• Conceição , G.M.S. , Miraglia , S.G.E.K. , Kishi , H.S. , Saldiva , P.H.N. and Singer , J.M. 2001 . Air Pollution and Child Mortality: a Time Series Study in São Paulo, Brazil . Environ. Health Perspect. , 109 : 347 – 350 .
   PubMed Web of Science ®Google Scholar
• Gouveia , N. and Fletcher , T. 2000 . Time Series Analysis of Air Pollution and Mortality: Effects by Cause, Age, and Socioeconomic Status . J. Epidemiol. Commun. Health , 54 : 750 – 755 .
   PubMed Web of Science ®Google Scholar
• Bell , M.L. , O'Neill , M.S. , Ranjit , N. , Borja-Aburto , V.H. , Cifuentes , L.A. and Gouveia , N. 2008 . Vulnerability to Heat-Related Mortality in Latin America: a Case-Crossover Study in São Paulo, Brazil, Santiago, Chile, and Mexico City, Mexico . Int. J. Epidemiol. , 37 : 796 – 804 .
   PubMed Web of Science ®Google Scholar
• de Medeiros , A.P.P. , Gouveia , N. , Machado , R.P.P. , de Souza , M.R. and Alencar , G.P. 2009 . Traffic-Related Air Pollution and Perinatal Mortality: a Case-Control Study . Environ. Health Perspect. , 117 : 127 – 132 .
   PubMed Web of Science ®Google Scholar
• O'Neill , M.S. , Bell , M.L. , Ranjit , N. , Cifuentes , L.A. , Loomis , D. , Gouveia , N. and Borja-Aburto , V.H. 2008 . Air Pollution and Mortality in Latin America: the Role of Education . Epidemiology , 19 : 810 – 819 .
   PubMed Web of Science ®Google Scholar
• Wilson , J.G. , Kingham , S. and Sturman , A.P. 2005 . Intraurban Variations of PM10 Air Pollution in Christchurch, New Zealand: Implications for Epidemiological Studies . Sci. Total Environ. , 367 : 559 – 572 .
   PubMed Web of Science ®Google Scholar
• IBGE Síntese de Indicadores Sociais: uma Análise das Condiçôes de Vida da População Brasiliera http://www.ibge.gov.br/home/estatistica/populacao/condicaodevida/indicadoresminimos/sinteseindicsociais2008/indic_sociais2008.pdf (http://www.ibge.gov.br/home/estatistica/populacao/condicaodevida/indicadoresminimos/sinteseindicsociais2008/indic_sociais2008.pdf) (Accessed: 2009 ).
   Google Scholar
• Gouveia , N. , De Freitas , C.U. , Martins , L.C. and Marcilio , I.O. 2006 . Respiratory and Cardiovascular Hospitalizations Associated with Air Pollution in the City of São Paulo, Brazil . Cad. Saúde Pública , 22 : 2669 – 2677 .
   PubMedGoogle Scholar
• Martins , M.C.H. , Fatigati , F.L. , Vespoli , T.C. , Martins , L.C. , Pereira , L.A.A. , Martins , M.A. , Saldiva , P.H.N. and Braga , A.L.F. 2004 . Influence of Socioeconomic Conditions on Air Pollution Adverse Health Effects in Elderly People: an Analysis of Six Regions in São Paulo, Brazil . J. Epidemiol. Commun. Health , 58 : 41 – 46 .
   PubMed Web of Science ®Google Scholar
• Miraglia , S.G.E.K. , Saldiva , P.H.N. and Bohm , G.M. 2005 . An Evaluation of Air Pollution Health Impacts and Costs in São Paulo, Brazil . Environ. Manag. , 35 : 667 – 676 .
   PubMed Web of Science ®Google Scholar
• Gonçalves , F.L.T. , Carvalho , L.M.V. , Conde , F.C. , Latorre , M.R.D.O. , Saldiva , P.H.N. and Braga , A.L.F. 2005 . The Effects of Air Pollution and Meteorological Parameters on Respiratory Morbidity during the Summer in São Paulo City . Environ. Int. , 31 : 343 – 349 .
   PubMed Web of Science ®Google Scholar
• Santos , U.P. , Terra-Filho , M. , Lin , C.A. , Pereira , L.A.A. , Vieira , T.C.B. , Saldiva , P.H.N. and Braga , A.L.F. 2008 . Cardiac Arrhythmia Emergency Room Visits and Environmental Air Pollution in São Paulo, Brazil . J. Epidemiol. Commun. Health , 62 : 267 – 272 .
   PubMed Web of Science ®Google Scholar
• 2008 . Padrõ es, índices , Sao Paulo , , Brazil : Companhia de Tecnologia de Saneamento Ambiental .
   Google Scholar
• Ribeiro , H. and Cardoso , M.R. 2003 . Air Pollution and Children's Health in Sao Paulo (1986-1998) . Soc. Sci. Med. , 57 : 2013 – 2022 .
   PubMed Web of Science ®Google Scholar
• Andrade , M.F. , Ynoue , R.Y. , Harley , R. and Miguel , A.H. 2004 . Air Quality Model Simulating Photochemical Formation of Pollutants: the Sao Paulo Metropolitan Area, Brazil . Int. J. Environ. Pollut. , 22 : 460 – 475 .
   Web of Science ®Google Scholar
• Walsh , M.P. 2003 . “ Vehicle Emissions and Health in Developing Countries ” . In Air Pollution and Health in Rapidly Developing Countries , Edited by: McGranahan , G. and Murray , F. Earthscan : Toronto .
   Google Scholar
• The Times Atlas of the World , 9th Random House London 1994
   Google Scholar
• Castanho , A.D.A. and Artaxo , P. 2001 . Sao Paulo Aerosol Source Apportionment for Wintertime and Summertime . Atmos. Environ. , 35 : 4889 – 4902 .
   Web of Science ®Google Scholar
• Clark , P.J. 1952 . An Extension of the Coefficient of Divergence for Use with Multiple Characters . Am. Soc. Ichthyol. Herpetol. , 1952 : 61 – 64 .
   Google Scholar
• Wongphatarakul , V. , Frielander , S.K. and Pinto , J.P. 1998 . A Comparative Study of pm2.5 Ambient Aerosol Chemical Databases . Environ. Sci. Technol. , 32 : 3926 – 3934 .
   Web of Science ®Google Scholar
• Pinto , J.P. , Lefohn , A.S. and Shadwick , D.S. 2004 . Spatial Variability of PM2.5 in Urban Areas in the United States . Journal of the Air & Waste Management Association , 54 : 440 – 449 .
   Web of Science ®Google Scholar
• Bell , M.L. , Ebisu , K. and Peng , R.D. 2010 . Community-Level Spatial Heterogeneity of Chemical Constituent Levels of Fine Particulate and Implications for Epidemiological Research . J. Expos. Sci. Environ. Epidemiol. , July 28 doi: 10.1038/jes.2010.24
   Web of Science ®Google Scholar
• Krudysz , M. , Moore , K. , Geller , M. , Sioutas , C. and Froines , J. 2009 . Intra-Community Spatial Variability of Particular Matter Size Distributions in Southern California/Los Angeles . Atmos. Chem. Phys. , 9 : 1061 – 1075 .
   Web of Science ®Google Scholar
• Pakbin , P. , Hudda , N. , Cheung , K.L. , Moore , K.F. and Sioutas , C. 2010 . Spatial and Temporal Variability of Coarse (PM10–2.5) Particulate Matter Concentrations in the Los Angeles Area . Aeros. Sci. Technol. , 44 : 514 – 525 .
   Web of Science ®Google Scholar
• Atlas Ambiental do Municipio de São Paulo—Perfil Socioeconomico . Prefeitura da cidade de São Paulo : São Paulo , , Brazil , 2003.
   Google Scholar
• Biggs , B. , King , L. , Basu , S. and Stuckler , D. 2010 . Is Wealthier Always Healthier? The Impact of National Income Level, Inequality, and Poverty on Public Health in Latin America . Soc. Sci. Med. , 71 : 116 – 124 .
   PubMed Web of Science ®Google Scholar
• Macintyre , S. , McKay , L. , Der , G. and Hiscock , R. 2003 . Socio-Economic Position and Health: What You Observe Depends on How You Measure It . J. Public Health Med. , 25 : 288 – 294 .
   PubMedGoogle Scholar
• Elbett , S. , Petkau , J. , Vedal , S. , Fisher , T. and Brauer , M. 2000 . Exposure of Chronic Obstructive Pulmonary Disease Patients to Particular Matter: Relationships Between Personal and Ambient Air Concentrations . Journal of the Air & Waste Management Association , 50 : 1081 – 1094 .
   Web of Science ®Google Scholar
• Jerrett , M. , Arain , A. , Kanaroglou , P. , Beckerman , B. , Potogou , D. , Sahsuvaroglu , T. , Morrison , J. and Glovis , C. 2005 . A Review and Evaluation of Intraurban Air Pollution Exposure Models . J. Expos. Sci. Environ. Epidemiol. , 15 : 185 – 204 .
   Web of Science ®Google Scholar
• Miller , K. , Siscovick , D. , Sheppard , L. , Shepherd , K. , Sullivan , J. and Anderson , G. 2007 . Long-Term Exposure to Air Pollution and Incidence of Cardiovascular Events in Women . N. Engl. J. Med. , 356 : 447 – 458 .
   PubMed Web of Science ®Google Scholar
• Rojas-Bracho , L. , Suh , H.H. and Koutrakis , P. 2000 . Relationships among personal, indoor, and outdoor fine and coarse particle concentrations for individuals with COPD . J. Expos. Sci. Environ. Epidemiol. , 10 : 294 – 306 .
   Web of Science ®Google Scholar
• Jerrett , M. , Burnett , R.T. , Ma , R. , Pope , C.A 3rd , Krewski , D. , Newbold , K.B. , Thurston , G. , Shi , Y. , Finkelstein , N. , Calle , E.E. and Thun , M.J. 2005 . Spatial Analysis of Air Pollution and Mortality in Los Angeles . Epidemiology , 16 : 727 – 736 .
   PubMed Web of Science ®Google Scholar
• Nerriere , E. , Zmirou-Navier , D. , Blanchard , O. , Momas , I. , Ladner , J. , Moullec , Y.L. , Personnaz , M. , Lameloise , P. , Delmas , V. , Target , A. and Desqueyroux , P. 2005 . Can We Use Fixed Ambient Air Monitors to Estimate Population Long-Term Exposure to Air Pollutants? The Case of Spatial Variability in the Genotox ER Study . Environ. Res. , 97 : 6000 – 6006 .
   Web of Science ®Google Scholar
• O'Neill , M.S. , Jerrett , M. , Kawachi , I. , Levy , J.I. , Cohen , A.J. , Gouveia , N. , Wilkinson , P. , Fletcher , T. , Cifuentes , L.A. and Schwartz , J. 2003 . Health, Wealth, and Air Pollution: Advancing Theory and Methods . Environ. Health Perspect. , 111 : 1861 – 1870 .
   PubMed Web of Science ®Google Scholar
• Bell , M.L. , Samet , J.M. and Dominici , F. 2004 . Time-Series Studies of Particulate Matter . Annu. Rev. Public Health , 25 : 247 – 280 .
   PubMed Web of Science ®Google Scholar
• Blanchard , C.L. , Carr , E.L. , Collins , J.F. , Smith , T.B. , Lehrman , D.E. and Michaels , H.M. 1999 . Spatial Representativeness and Scales of Transport during the 1995 Integrated Monitoring Study in California's San Joaquin Valley . Atmos. Environ. , 33 : 4775 – 4786 .
   Web of Science ®Google Scholar
• Clayton , C.A. , Perritt , R.L. , Pellizzari , E.D. , Thomas , K.W. , Whitmore , R.W. , Wallace , L.A. , Ozkaynak , H. and Spengler , J.D. 1993 . Particle Total Exposure Assessment Methodology (PTEAM) Study: Distributions of Aerosol and Elemental Concentrations in Personal, Indoor, and Outdoor Air Samples in a Southern California Community . J. Expos. Sci. Environ. Epidemiol. , 3 : 227 – 250 .
   Web of Science ®Google Scholar
• Ito , K. , Xue , N. and Thurston , G. 2004 . Spatial Variation of PM2.5 Chemical Species and Source-Apportioned Mass Concentrations in New York City . Atmos. Environ. , 38 : 5269 – 5282 .
   Web of Science ®Google Scholar
• Escrig , A. , Monfort , E. , Celades , I. , Querol , X. , Amato , F. and Minguillnon , M. 2009 . Hopke, P. Application of Optimally Scaled Target Factor Analysis for Assessing Source Contribution of Ambient PM10 . Journal of the Air & Waste Management Association , 59 : 1296 – 1307 .
   Web of Science ®Google Scholar
• Burton , R.M. , Suh , H.H. and Koutrakis , P. 1996 . Spatial Variation in Particulate Concentrations Within Metropolitan Philadelphia . Environ. Sci. Technol. , 30 : 400 – 407 .
   Web of Science ®Google Scholar
• Williams , R.W. , Rea , A.W. , Vette , A.F. , Croghan , C.W. , Whitaker , D.A. and Stevens , C.D. 2009 . The design and field implementation of the Detroit Exposure and Aerosol Research Study . J. Expos. Sci. Environ. Epidemiol. , 19 : 643 – 659 .
   PubMed Web of Science ®Google Scholar
• Kelly , N.A. , Ferman , M.A. and Wolff , G.T. 1986 . The Chemical and Meteorological Conditions Associated With High and Low Ozone Concentrations in Southeastern Michigan and Nearby Areas of Ontario . J. Air Pollut. Control Assoc. , 36 : 150 – 158 .
   Web of Science ®Google Scholar
• Lippman , M. , Ito , K. , Nadas , A. and Burnett , R.T. 2000 . Association of Particulate Matter Components with Daily Mortality and Morbidity in Urban Populations , Boston : Health Effects Institute .
   Google Scholar
• Gibson , M. , Guernsey , J. , Beauchamp , S. , Waugh , D. , Heal , M. , Brook , J. , Maher , R. , Gagnon , G. , McPherson , J. , Bryden , B. , Gould , R. and Terashima , M. 2009 . Quantifying the Spatial and Temporal Variation of Ground-Level Ozone in the Rural Annapolis Valley, Nova Scotia, Canada, Using Nitrite-Impregnanted Passive Samplers . Journal of the Air & Waste Management Association , 59 : 310 – 320 .
   Web of Science ®Google Scholar
• U.S. Environmental Protection Agency . 2001 . Spatial Variation in Ozone Concentrations in Phoenix, AZ for 1997 , 1 – 11 . Research Triangle Park , NC : National Center for Environmental Assessment .
   Google Scholar
• Bell , M.L. 2006 . The Use of Ambient Air Quality Modeling to Estimate Individual and Population Exposure for Human Health Research: a Case Study of Ozone in the Northern Georgia Region of the United States . Environ. Int. , 32 : 586 – 593 .
   PubMed Web of Science ®Google Scholar