A land use regression for predicting fine particulate matter concentrations in the New York City region

Atmospheric Environment

Volumn 41, Issue 11, 2007, Pages 2255-2269

  Ross, Zev ^a   Jerrett, Michael ^b   Ito, Kazuhiko ^c   Tempalski, Barbara ^d   Thurston, George D ^c  

^a ZEVROSS SPATIAL ANALYSIS   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c NEW YORK UNIVERSITY SCHOOL OF MEDICINE   (United States)

^d UNIVERSITY OF WASHINGTON   (United States)

Author keywords

Exposure; Land use regression; New York; Particulate matter; Traffic

Indexed keywords

COMPUTATIONAL METHODS; CONCENTRATION (PROCESS); ENVIRONMENTAL IMPACT; GEOGRAPHIC INFORMATION SYSTEMS; HIGHWAY SYSTEMS; LAND USE; REGRESSION ANALYSIS; TRAFFIC CONTROL;

EXPOSURE; LAND USE REGRESSION; NEW YORK; URBANIZATION;

PARTICLES (PARTICULATE MATTER);

ATMOSPHERIC POLLUTION; CONCENTRATION (COMPOSITION); GIS; LAND USE; MODEL VALIDATION; PARTICULATE MATTER; POLLUTANT SOURCE; POLLUTION MONITORING; PREDICTION; REGRESSION ANALYSIS; TRAFFIC EMISSION; URBAN ATMOSPHERE; URBANIZATION;

AIR MONITORING; AIR POLLUTANT; AIR POLLUTION; AMBIENT AIR; ARTICLE; ENVIRONMENTAL EXPOSURE; LAND USE; PARTICULATE MATTER; PREDICTION; PRIORITY JOURNAL; REGRESSION ANALYSIS; STATISTICAL MODEL; TRAFFIC; UNITED STATES; URBAN AREA;

NEW YORK [NEW YORK (STT)]; NEW YORK [UNITED STATES]; NORTH AMERICA; UNITED STATES;

EID: 33847043505     PISSN: 13522310     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2006.11.012     Document Type: Article

References (20)

1. Bailey T.C., and Gatrell A.C. Interactive Spatial Data Analysis (1995), Wiley, New York, NY
2. 3, particulate sulfate and PM2.5 in New York, NY. Atmospheric Environment 37 (2003) 2825-2835
3. Brauer M., Hoek G., Val Vliet P., Meliefste K., Fischer P., and Brunekreef B. Air pollution from traffic and the development of respiratory infections and asthmatic and allergic symptoms in children. American Journal of Respiratory and Critical Care Medicine 166 (2002) 1092-1098
4. Brauer M., Hoek G., van Vliet P., Meliefste K., Fischer P., Gehring U., Heinrich J., Cyrys J., Bellander T., Lewne M., and Brunekreef B. Estimating long-term average particulate air pollution concentrations: application of traffic indicators and geographic information systems. Epidemiology 14 (2003) 228-239
5. Briggs D., deHoogh C., Gulliver J., Wills J., Elliott P., Kingham S., and Smallbone K. A regression-based method for mapping traffic-related air pollution: application and testing in four contrasting urban environments. Science of the Total Environment 253 1-3 (2000) 151-167
6. Christakos G., and Serre M.L. Efficient mapping of California mortality fields at different spatial scales. Journal of Exposure Analysis and Environmental Epidemiology 13 (2003) 120-133
7. 2.5 concentration extremes in New York City. Atmospheric Environment 38 (2004) 1547-1558
8. Gilbert N.L., Goldberg M.S., Beckerman B., Brook J.R., and Jerrett M. Assessing spatial variability of ambient nitrogen dioxide in Montreal, Canada, with a land-use regression model. Journal of the Air and Waste Management Association 55 (2005) 1059-1063
9. Hochadel M., Heinrich J., Gehring U., Morgenstern V., Kuhlbusch T., Link E., Wichmann H.E., and Krämer U. Predicting long-term average concentrations of traffic related air pollutants using GIS-based information. Atmospheric Environment 40 (2006) 542-553
10. Hoek G., Brunekreef B., Goldbohm S., Fischer P., and van den Brandt P.A. Association between mortality and indicators of traffic-related air pollution in the Netherlands: a cohort study. Lancet 360 (2002) 1203-1209
11. Jerrett M., Burnett R.T., Ma R.J., Pope C.A., Krewski D., Newbold K.B., Thurston G., Shi Y.L., Finkelstein N., Calle E.E., and Thun M.J. Spatial analysis of air pollution and mortality in Los Angeles. Epidemiology 16 6 (2005) 727-736
12. Jerrett M., Arain A., Kanaroglou P., Beckerman B., Potoglou D., Sahsuvaroglu T., Morrison J., and Giovis C. A review and evaluation of intraurban air pollution exposure models. Journal of Exposure Analysis and Environmental Epidemiology 15 (2005) 185-204
13. Künzli N., Jerrett M., Mack WJ., Beckerman B., LaBree L., Gilliland F., Thomas D., Peters J., and Hodis H.N. Ambient air pollution and atherosclerosis in Los Angeles. Environmental Health Perspectives 113 (2005) 201-206
14. Nafstad P., Haheim L.L., Oftedal B., Gram F., Holme I., Hjermann I., and Leren P. Lung cancer and air pollution: a 27 year follow up of 16 209 Norwegian men. Thorax 58 (2003) 1071-1076
15. Parsons Brinckerhoff Quade & Douglas, Inc., 2005. Transportation Models and Data Initiative: General Final Report, New York Best Practice Model. January 30, New York.
16. Pebesma E.J. Multivariable geostatistics in S: the gstat package. Computers and Geosciences 30 (2004) 683-691
17. Pope C.A., Burnett R.T., Thun M.J., Calle E.E., Krewski D., Ito K., and Thurston G.D. Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. Journal of the American Medical Association 287 (2002) 1132-1141
18. R Development Core Team. R: A Language and Environment for Statistical Computing (2005), R Foundation for Statistical Computing, Vienna, Austria
19. Ross Z., English P., Jerrett M., Scalf R., Gunier R.B., Smorodinsky S., and Wall S. Nitrogen dioxide prediction in southern California using land use regression modeling: potential for environmental health analyses. Journal of Exposure Science and Environmental Epidemiology 16 2 (2006) 106-114
20. US Census Bureau., 2000. Census 2000, Summary File 1 (SF 1) and Summary File 3 (SF 3). Using American Factfinder, vol. 2005.