A spatial-temporal regression model to predict daily outdoor residential PAH concentrations in an epidemiologic study in Fresno, CA

Atmospheric Environment

Volumn 45, Issue 14, 2011, Pages 2394-2403

  Noth, Elizabeth M ^a   Hammond, S Katharine ^a   Biging, Gregory S ^a   Tager, Ira B ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Air pollution; Exposure assessment; Land use regression; Polycyclic aromatic hydrocarbons; Spatial modeling; Traffic

Indexed keywords

EXPOSURE ASSESSMENT; LAND USE REGRESSION; POLYCYCLIC AROMATICS; SPATIAL MODELING; TRAFFIC;

AIR QUALITY; AROMATIZATION; DISEASES; LAND USE; METEOROLOGY; ORGANIC COMPOUNDS; POLLUTION; POLYCYCLIC AROMATIC HYDROCARBONS; REGRESSION ANALYSIS;

AROMATIC HYDROCARBONS;

4 RING POLYCYCLIC AROMATIC HYDROCARBON; 5 RING POLYCYCLIC AROMATIC HYDROCARBON; 6 RING POLYCYCLIC AROMATIC HYDROCARBON; BLACK CARBON; CARBON; CARBON MONOXIDE; ELEMENTAL CARBON; NITRIC OXIDE; NITROUS OXIDE; POLYCYCLIC AROMATIC HYDROCARBON; UNCLASSIFIED DRUG;

AIR SAMPLING; ASTHMA; ATMOSPHERIC MODELING; ATMOSPHERIC POLLUTION; CHILD HEALTH; CONCENTRATION (COMPOSITION); DATA SET; EPIDEMIOLOGY; HEALTH RISK; LAND USE; PAH; POLLUTION EXPOSURE; REGRESSION ANALYSIS; SPATIAL VARIATION; SPATIOTEMPORAL ANALYSIS; SYMPTOM; TRAFFIC EMISSION; URBAN AREA;

AGRICULTURAL BURNING; AGRICULTURAL PROCEDURES; AIR POLLUTION; AIR SAMPLING; ARTICLE; ASTHMA; LAND USE; PARTICULATE MATTER; PM2.5; PREDICTION; PRIORITY JOURNAL; REGRESSION ANALYSIS; RESIDENTIAL AREA; SEASONAL VARIATION; SPATIAL TEMPORAL REGRESSION MODEL; TRAFFIC; UNITED STATES;

CALIFORNIA; FRESNO [CALIFORNIA]; UNITED STATES;

EID: 79953273765     PISSN: 13522310     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2011.02.014     Document Type: Article

References (43)

1. Allwine K.J., Whiteman C.D. Single-station integral measures of atmospheric stagnation, recirculation and ventilation. Atmospheric Environment 1994, 28:713-721.
2. Baxter L.K., Clougherty J.E., Paciorek C.J., Wright R.J., Levy J.I. Predicting residential indoor concentrations of nitrogen dioxide, fine particulate matter, and elemental carbon using questionnaire and geographic information system based data. Atmospheric Environment 2007, 41:6561-6571.
3. Blanchard C.L., Carr E.L., Collins J.F., Smith T.B., Lehrman D.E., Michaels H.M. Spatial representativeness and scales of transport during the 1995 Integrated Monitoring Study in California's San Joaquin Valley. Atmospheric Environment 1999, 33:4775-4786.
4. Briggs D.J., Collins S., Elliott P., Fischer P., Kingham S., Lebret E., Pryl K., VanReeuwijk H., Smallbone K., VanderVeen A. Mapping urban air pollution using GIS: a regression-based approach. International Journal of Geographical Information Science 1997, 11:699-718.
5. Cadle S.H., Mulawa P.A., Hunsanger E.C. Composition of light-duty motor vehicle exhaust particulate matter in the Denver, Colorado area. Environmental Science & Technology 1999, 33:2328-2339.
6. Delfino R. Epidemiologic evidence for asthma and exposure to air toxics: linkages between occupational, indoor, and community air pollution research. Environmental Health Perspectives 2002, 110:S573-S589.
7. Diaz-Sanchez D., Dotson A.R., Takenaka H., Saxon A. Diesel exhaust particles induce local IgE production in vivo and alter the pattern of IgE messenger RNA isoforms. Journal of Clinical Investigation 1994, 94:1417-1425.
8. EPA National-scale Air Toxics Assessment for 1996 2001, U.S. Environmental Protection Agency, Research Triangle Park, NC.
9. Finkelman F.D., Yang M., Orekhova T., Clyne E., Bernstein J., Whitekus M., Diaz-Sanchez D., Morris S.C. Diesel exhaust particles suppress in vivo IFN-{gamma} production by inhibiting cytokine effects on NK and NKT cells. Journal of Immunology 2004, 172:3808-3813.
10. Fischer P.H., Hoek G., van Reeuwijk H., Briggs D.J., Lebret E., van Wijnen J.H., Kingham S., Elliott P.E. Traffic-related differences in outdoor and indoor concentrations of particles and volatile organic compounds in Amsterdam. Atmospheric Environment 2000, 34:3713-3722.
11. Guo H., Lee S.C., Ho K.F., Wang X.M., Zou S.C. Particle-associated polycyclic aromatic hydrocarbons in urban air of Hong Kong. Atmospheric Environment 2003, 37:5307-5317.
12. Hoek G., Beelen R., de Hoogh K., Vienneau D., Gulliver J., Fischer P., Briggs D. A review of land-use regression models to assess spatial variation of outdoor air pollution. Atmospheric Environment 2008, 42:7561-7578.
13. International Agency for Research on Cancer Diesel and gasoline engine exhausts. IARC Monographs on the Evaluation of Carcinogenic Risks to Humans 1989, 46.
14. Ito K., Xue N., Thurston G. Spatial variation of PM2.5 chemical species and source-apportioned mass concentrations in New York City. Atmospheric Environment 2004, 38:5269-5282.
15. Jenkins B.M., Jones A.D., Turn S.Q., Williams R.B. Particle concentrations, gas-particle partitioning, and species intercorrelations for polycyclic aromatic hydrocarbons (PAH) emitted during biomass burning. Atmospheric Environment 1996, 30:3825-3835.
16. Jerrett M., Arain A., Kanaroglou P., Beckerman B., Potoglou D., Sahsuvaroglu T., Morrison J., Giovis C. A review and evaluation of intraurban air pollution exposure models. Journal of Exposure Analysis and Environmental Epidemiology 2005, 15:185-204.
17. Lang C., Tao S., Zhang G., Fu J., Simonich S. Outflow of polycyclic aromatic hydrocarbons from Guangdong, Southern China. Environmental Science & Technology 2007, 41:8370-8375.
18. Launhardt T., Strehler A., Dumler-Gradl R., Thoma H., Vierle O. PCDD/F- and PAH-emission from house heating systems. Chemosphere 1998, 37:2013-2020.
19. Lehndorff E., Schwark L. Biomonitoring of air quality in the Cologne conurbation using pine needles as a passive sampler - Part II: polycyclic aromatic hydrocarbons (PAH). Atmospheric Environment 2004, 38:3793-3808.
20. Levy J.I., Houseman E.A., Spengler J.D., Loh P., Ryan L. Fine particulate matter and polycyclic aromatic hydrocarbon concentration patterns in Roxbury, Massachusetts: a community-based GIS analysis. Environmental Health Perspectives 2001, 109:341-347.
21. Li C.T., Lin Y.C., Lee W.J., Tsai P.J. Emission of polycyclic aromatic hydrocarbons and their carcinogenic potencies from cooking sources to the urban atmosphere. Environmental Health Perspectives 2003, 111:483-487.
22. Mann J.K., Balmes J.R., Bruckner T.A., Mortimer K.M., Margolis H.G., Pratt B., Hammond S.K., Lurmann F.W., Tager I.B. Short-term effects of air pollution on wheeze in asthmatic children in Fresno, California. Environmental Health Perspectives 2010, 18:1497-1502.
23. Manoli E., Kouras A., Samara C. Profile analysis of ambient and source emitted particle-bound polycyclic aromatic hydrocarbons from three sites in northern Greece. Chemosphere 2004, 56:867-878.
24. Margolis H.G., Mann J.K., Lurmann F.W., Mortimer K.M., Balmes J.R., Hammond S.K., Tager I.B. Altered pulmonary function in children with asthma associated with highway traffic near residence. International Journal of Environmental Health Research 2009, 19:139-155.
25. Marr L., Kirchstetter T., Harley R., Miguel A., Hering S., Hammond S. Characterization of polycyclic aromatic hydrocarbons in motor vehicle fuels and exhaust emissions. Environmental Science & Technology 1999, 33:3091-3099.
26. Nadeau K., McDonald-Hyman C., Noth E.M., Bratt B., Hammond S.K., Balmes J., Tager I.B. Ambient air pollution impairs regulatory T-cell function in asthma. Journal of Allergy and Clinical Immunology 2010, 126. 845.e810-852.e810.
27. Naumova Y., Eisenreich S., Turpin B., Weisel C., Morandi M., Colome S., Totten L., Stock T., Winer A., Alimokhtari S., Kwon J., Shendell D., Jones J., Maberti S., Wall S. Polycyclic aromatic hydrocarbons in the indoor and outdoor air of three cities in the US. Environmental Science & Technology 2002, 36:2552-2559.
28. Office of Environmental Health Hazard Assessment Prioritization of Toxic Air Contaminants Under the Children's Environmental Health Protection Act 2001, California Environmental Protection Agency. Final ed.
29. Peel J., Tolbert P.E., Klein M., Metzger K.B., Flanders W.D., Todd K., Mulholland J.A., Ryan P.B., Frumkin H. Ambient air pollution and respiratory emergency department visits. Epidemiology 2005, 16:164-174.
30. Penttinen P., Timonen K.L., Tiittanen P., Mirme A., Ruuskanen J., Pekkanen J. Ultrafine particles in urban air and respiratory health among adult asthmatics. European Respiratory Journal 2001, 17:428-435.
31. Perera F.P., Tang W.Y., Herbstman J., Tang D., Levin L., Miller R.L., Ho S.M. Relation of DNA methylation of 59-CpG island of ACSL3 to transplacental exposure to airborne polycyclic aromatic hydrocarbons and childhood asthma. PLoS One 2009, 4.
32. Prevedouros K., Jones K.C., Sweetman A.J. Modelling the atmospheric fate and seasonality of polycyclic aromatic hydrocarbons in the UK. Chemosphere 2004, 56:195-208.
33. Riddle S.G., Jakober C.A., Robert M.A., Cahill T.M., Charles M.J., Kleeman M.J. Large PAHs detected in fine particulate matter emitted from light-duty gasoline vehicles. Atmospheric Environment 2007, 41:8658-8668.
34. Rogge W.F., Hildemann L.M., Mazurek M.A., Cass G.R., Simoneit B.R. Sources of fine organic aerosol. 2. Noncatalyst and catalyst-equipped automobiles and heavy-duty diesel trucks. Environmental Science & Technology 1993, 27:636-651.
35. Sarnat S.E., Klein M., Sarnat J.A., Flanders W.D., Waller L.A., Mulholland J.A., Russell A.G., Tolbert P.E. An examination of exposure measurement error from air pollutant spatial variability in time-series studies. Journal of Exposure Science and Environmental Epidemiology 2010, 20:135-146.
36. Schauer J.J., Cass G.R. Source apportionment of wintertime gas-phase and particle-phase air pollutants using organic compounds as tracers. Environmental Science & Technology 2000, 34:1821-1832.
37. Thornhill D.A., de Foy B., Herndon S.C., Onasch T.B., Wood E.C., Zavala M., Molina L.T., Gaffney J.S., Marley N.A., Marr L.C. Spatial and temporal variability of particulate polycyclic aromatic hydrocarbons in Mexico City. Atmospheric Chemistry and Physics 2008, 8:3093-3105.
38. Union of Concerned Scientists Current California Diesel Regulations 2009, Union of Concerned Scientists, Berkeley, CA.
39. Vardoulakis S., Gonzalez-Flesca N., Fisher B.E.A., Pericleous K. Spatial variability of air pollution in the vicinity of a permanent monitoring station in central Paris. Atmospheric Environment 2005, 39:2725-2736.
40. Wilhelm M., Ritz B. Residential proximity to traffic adn adverse birth outcomes in Los Angeles County, California, 1994-1996. Environmental Health Perspectives 2003, 111:207-216.
41. Willmott C.J. Some comments on the evaluations of model performance. Bulletin American Meteorological Society 1982, 63:1309-1313.
42. Wilson J.G., Kingham S., Pearce J., Sturman A.P. A review of intraurban variations in particulate air pollution: implications for epidemiological research. Atmospheric Environment 2005, 39:6444-6462.
43. Wilson W.E., Mar T.F., Koenig J.Q. Influence of exposure error and effect modification by socioeconomic status on the association of acute cardiovascular mortality with particulate matter in Phoenix. Journal of Exposure Science and Environmental Epidemiology 2007, 17:S11-S19.