2,115
Views
96
CrossRef citations to date
0
Altmetric
Technical Paper

A Land Use Regression Model for Predicting Ambient Concentrations of Nitrogen Dioxide in Hamilton, Ontario, Canada

, , , , , , , , & show all
Pages 1059-1069 | Published online: 27 Feb 2012

References

  • Kramer, U.; Koch, T.; Ranft, U.; Ring, J.; Behrendt, H. Traffic-Related Air Pollution Is Associated with Atopy in Children Living in Urban Areas; Epidemiol. 2000, 11, 64-70.
  • Linaker, C.H.; Chauhan, A.J.; Inskip, H.M.; Holgate, S.T.; Coggon, D. Personal Exposures of Children to Nitrogen Dioxide Relative to Concentrations in Outdoor Air; Occupat. Environ. Med. 2000, 57, 472-476.
  • Gauvin, S.; Le Moullec, Y.; Bremont, F.; Momas, I.; Balducci, F.; Ciognard, F.; Poilve, M.P.; Zmirou, D. Relationships between Nitrogen Dioxide Personal Exposure and Ambient Air Monitoring Measurements among Children in Three French Metropolitan Areas: VESTA Study; Arch. Environ. Health, 2001, 56, 336-341.
  • Schwartz, J.; Spix, C.; Touloumi, G.; Bacharova, L.; Barumamdzadeh, T.; Le Tertre, A.; Piekarksi, T.; Ponce de Leon, A.; Ponka, A.; Rossi, G.; Saez, M.; Schouten, J. Methodological Issues in Studies of Air Pollution and Daily Counts of Deaths or Hospital Admissions; J. Epidemiol. Commun. Health, 1996, 50, S3–S11.
  • Mage, D.; Wilson, W.; Hasselblad, V.; Grant, L. Assessment of Human Exposure to Ambient Particulate Matter; J. Air & Waste Manage. Assoc. 1999, 49, 1280-1291.
  • Fischer, P.; Hoek, G.; Van Reeuwijk, H.; Briggs, D.; Lebret, E.; van Wijnen, J.; Kingham, S.; Elliot, P. Traffic-Related Difference in Outdoor and Indoor Concentrations of Particles and Volatile Organic Compounds in Amsterdam; Atmos. Environ. 2000, 34, 3713-3722.
  • Jerrett, M.; Burnett, R.T.; Kanaroglou, P.; Eyles, J.; Finkelstein, N.; Giovis, C.; Brook, J.R. A GIS-Environmental Justice Analysis of Particulate Air Pollution in Hamilton, Canada; Environ. Plann. A, 2001, 33, 955-973.
  • Hewitt, C.N. Spatial Variations in Nitrogen Dioxide Concentrations in an Urban Area; Atmos. Environ. 1991, 25B, 429-434.
  • Zhu, Y.; Hinds, W.; Kim, S.; Shen, S.; Sioutas, C. Study of Ultrafine Particles near a Major Highway with Heavy-Duty Diesel Traffic; Atmos. Environ. 2002, 36, 4323-4335.
  • Ferguson, E.; Maheswaran, R.; Daly, M. Road-Traffic Pollution and Asthma Using Modelled Exposure Assessment for Routine Public Health Surveillance; Int. J. Health Geog. 2004, 3, 24.
  • Gilbert, N.L.; Woodhouse, S.; Stieb, D.M.; Brook, J.R. Ambient Nitrogen Dioxide and Distance from a Major Highway; Sci. Total Environ. 2003, 312, 43-46.
  • English, P.; Neutra, R.; Scalf, R.; Sullivan, M.; Waller, L.; Zhu, L. Examining Associations between Childhood Asthma and Traffic Flow Using a Geographic Information System; Environ. Health Perspect. 1999, 107, 761-767.
  • Hoek, G.; Brunekreef, B.; Goldbohm, S.; Fischer, P.; van den Brandt, P.A. Association between Mortality and Indicators of Traffic-Related Air Pollution in the Netherlands: a Cohort Study; Lancet, 2002, 360, 1203-1209.
  • Finkelstein, M.M.; Jerrett, M.; Sears, M.R. Traffic Air Pollution and Mortality Rate Advancement Periods; Am. J. Epidemiol. 2004, 160, 173-177.
  • Melnick, A. Introduction to Geographic Information Systems in Public Health; Aspen Publishers: New York, NY, 2002.
  • Briggs, D.; Collins, S.; Elliott, P.; Fischer, P.; Kingham, S.; Lebret, E.; Pryl, K.; Van Reeuwijk, H.; Smallbone, K.; van der Veen, A. Mapping Urban Air Pollution Using GIS: A Regression-Based Approach; Int. J. Geog. Info. Sci. 1997, 11, 699-718.
  • Lebret, E.; Briggs, D.; Van Reeuwijk, H.; Fischer, P.; Smallbone, K.; Harssema, H.; Kriz, B.; Gorynski, P.; Elliott, P. Small Area Variations in Ambient NO2 Concentrations in Four European Areas. Atmos. Environ. 2000, 34, 177-185.
  • Brauer, M.; Hoek, G.; van Vliet, P.; Meliefste, K.; Fischer, P.; Gehring, U.; Heinrich, J.; Cyrys, J.; Bellander, T.; Lewne, M.; Brunekreef, B. Estimating Long-Term Average Particulate Air Pollution Concentrations: Application of Traffic Indicators and Geographic Information Systems. Epidemiol. 2003, 14, 228-239.
  • Gilbert, N.L.; Goldberg, M.S.; Beckerman, B.; Brook, J.; Jerrett, M. Assessing Spatial Variability of Ambient Nitrogen Dioxide in Montreal, Canada, with a Land Use Regression Model; J. Air & Waste Manage. Assoc. 2005, 55, 1059-1063.
  • Jerrett, M.; Arain, A.; Kanaroglou, P.; Beckerman, B.; Crouse, D.; Gil-bert, N.L.; Brook, J.R.; Finkelstein, N. Modelling the Intra-Urban Variability of Ambient Traffic Pollution in Toronto, Canada; J. Toxicol. Environ. Health, 2006, in press.
  • Ross, Z.; English, P.; Scalf, R.; Gunier, R.; Smorodinsky, S.; Wall, S.; Jerrett, M. Nitrogen Dioxide Prediction in Southern California Using Land Use Regression Modeling: Potential for Environmental Health Analyses. J. Expo. Anal. Environ. Epidemiol. 2005, 15, 1-9.
  • Brunekreef, B.; Janssen, N. A.; de Hartog, J.; Harssema, H.; Knape, M.; van Vliet, P. Air Pollution from Truck Traffic and Lung Function in Children Living near Motorways; Epidemiol. 1997, 8, 298-303.
  • Briggs, D.; de Hoogh, C.; Gulliver, J.; Wills, J.; Elliott, P.; Kingham, S.; Smallbone, K. A Regression-Based Method for Mapping Traffic-Related Air Pollution: Application and Testing in Four Contrasting Urban Environments; Sci. Total Environ. 2000, 253, 151-167.
  • Van Atten, C.; Brauer, M.; Funk, T.; Gilbert, N.L.; Graham, L.; Kaden, D.; Miller, P.J.; Bracho, L.R.; Wheeler, A.; Whitee, R.H. Assessing Population Exposures to Motor Vehicle Exhaust; Rev. Environ. Health, 2005, 20, 195-214.
  • Cyrys, J.; Hochadel, M.; Gehring, U.; Hoek, G.; Diegmann, V.; Brunekreef, B.; Heinrich, J. GIS-Based Estimation of Exposure to Particulate Matter and NO2 in an Urban Area: Stochastic Versus Dispersion Modeling; Environ. Health Perspect. 2005, 113, 987-992.
  • Thomas, D.; Stram, D. Dwyer, J. Exposure Measurement Error: Influence on Exposure-Disease Relationships and Methods of Correction; Annu. Rev. Public Health, 1993, 14, 69-93.
  • Statistics Canada. Population and Dwelling Counts for Canada, Provinces and Territories, Census Metropolitan Areas and Census Agglomerations, 2001 and 1996 Censuses-100%; available on the Statistics Canada web site, http://www12.statcan.ca/english/census01/products/standard/popdwell/Table-CMA-P.cfm?PR+35 (accessed April 2006).
  • Getis, A.; Getis, J. The United States and Canada: The Land and the People; Brown Publishers: Dubuque, IA, 1995.
  • Sahsuvaroglu, T.; Jerrett, M. A Public Health Assessment of Mortality and Hospital Admissions Attributable to Air Pollution in Hamilton; Hamilton Air Quality Initiative: Hamilton, Canada, 2003.
  • Buzzelli, M.; Jerrett, M.; Burnett, R.; Finklestein, N. Spatiotemporal Perspectives on Air Pollution and Environmental Justice in Hamilton, Canada, 1985-1996; Ann. Assoc. Am. Geogr. 2003, 93, 557-573.
  • Finkelstein, M.M.; Jerrett, M.; DeLuca, P.; Finkelstein, N.; Verma, D.K.; Chapman, K.; Sears, M.R. Relation between Income, Air Pollution and Mortality: a Cohort Study; Can. Med. Assoc. J. 2003, 169, 397-402.
  • Kanaroglou, P.S.; Jerrett, M.; Morrison, J.; Beckerman, B.; Arain, M.A.; Gilbert, N.L.; Brook, J.R. Establishing an Air Pollution Monitoring Network for Intra-Urban Population Exposure Assessment: a Location-Allocation Approach; Atmos. Environ. 2005, 39, 2399-2409.
  • Kanaroglou, P.; Jerrett, M.; Morrison, J.; Beckerman, B.; Arain, A.; Gilbert, N.L.; Brook, J. Establishing an Air Pollution Monitoring Network for Intra-Urban Population Exposure Assessment; In Proceedings of the Transport and Air Pollution Conference: Avignon, France, 2003.
  • Lynn, P.P. Rainfall Interpolation Using Multiquadratic Surfaces; Comput. Appl. Nat. Soc. Sci. 1975, 2, 321-334.
  • Hubbe, J.; Doran, J.; Liljegren, J.; Shaw, W. Observations of Spatial Variation of Boundary Layer Structure over the Southern Great Plains Cloud and Radiation Testbed; J. Appl. Meteorol. 1997, 66, 1221-1231.
  • Griffith, D. Spatial Autocorrelation: a Primer; Association of American Geographers: Washington, DC, 1987.
  • Health Canada. Regulations Related to Health and Air Quality; available on the Health Canada web site, http://www.hc-sc.gc.ca/ewh-semt/air/out-ext/reg_e.html#3 (accessed 2006).
  • Odland, J. Spatial Autocorrelation; Sage Publications: New Delhi, India, 1988.
  • Mukerjee, S.; Smith, L.A.; Norris, G.A.; Morandi, M.T.; Gonzales, M.; Noble, C.A.; Neas, L.M.; Ozkaynak, A.H. Field Method Comparison between Passive Air Samplers and Continuous Monitors for VOCs and NO2 in El Paso, Texas; J. Air & Waste Manage. Assoc. 2004, 54, 307-319.
  • Isaaks, E.; Srivastava, R. An Introduction to Applied Geostatistics; Oxford University Press: New York, NY, 1989.
  • Chow, G. Tests of Equality between Sets of Coefficients in Two Linear Regressions; Econometrica. 1960, 28, 591-605.
  • Monn, C. Exposure Assessment of Air Pollutants: a Review on Spatial Heterogeneity and Indoor/Outdoor/Personal Exposure to Suspended Particulate Matter, Nitrogen Dioxide and Ozone; Atmos. Environ. 2001, 35, 1-32.
  • Nerriere, E.; Zmirou-Navier, D.; Blanchard, O.; Momas, I.; Ladner, J.; Le Moullec, Y.; Personnaz, M.B.; Lameloise, P.; Delmas, W.; Target, A.; Desqueyroux, H. 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. 2005, 97, 32-42.
  • Mukala, K.; Alm, S.; Tiittanen, P.; Salonen, R.O.; Jantunen, M.; Pekkanen, J. Nitrogen Dioxide Exposure Assessment and Cough among Preschool Children; Arch. Environ. Health. 2000, 55, 431-438.
  • Palin, L. A.; Binotti, M.; Bona, G.; Panella, M. Personal Exposure of Children to Nitrogen Dioxide; Occup. Environ. Med. 2001, 58, 682-682.
  • Harrison, R.; Thornton, C.; Lawrence, R.; Mark, D.; Kinnersley, R.; Ayres, J. Personal Exposure Monitorings of Particulate Matter, Nitrogen Dioxide, and Carbon Monoxide, Including Susceptible Groups; Occup. Environ. Med. 2002, 59, 671-679.
  • Rijnders, E.; Janssen, N.A.H.; van Vliet, P.H.N.; Brunekreef, B. Personal and Outdoor Nitrogen Dioxide Concentrations in Relation to Degree of Urbanization and Traffic Density; Environ. Health Perspect. 2001, 109, 411-417.
  • Gauderman, W.J.; Avol, E.; Gilliland, F.; Vora, H.; Thomas, D.; Berhane, K.; McConnell, R.; Kuenzli, N.; Lurmann, F.; Rappaport, E.; Margolis, H.; Bates, D.; Peters, J. The Effect of Air Pollution on Lung Development from 10 to 18 Years of Age; N. Engl. J. Med. 2004, 351, 1057-1067.
  • Gauderman, W.J.; Avol, E.; Lurmann, F.; Kunzli, N.; Gilliland, F.; Peters, J.M.; McConnell, R. Childhood Asthma, and Exposure to Traffic and Nitrogen Dioxide. Epidemiol. 2005, 16, 737-743.
  • 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.; Thun, M.J. Spatial Analysis of Air Pollution and Mortality in Los Angeles; Epidemiol. 2005, 16, 727-736.
  • Nafstad, P.; Haheim, L.L.; Wisloff, T.; Gram, F.; Oftedal, B.; Holme, I.; Hjermann, I.; Leren, P. Urban Air Pollution and Mortality in a Cohort of Norwegian Men; Environ. Health Perspect. 2004, 112, 610-615.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.