Estimating daily nitrogen dioxide level: Exploring traffic effects

Brauer, M., Hoek, G., van Vliet, P., Meliefste, K., Fischer, P., Gehring, U., Heinrich, J., Cyrys, J., Bellander, T., Lewne, M. and Brunekreef, B. (2003). Estimating long-term average particulate air pollution concentrations: Application of traffic indicators and geographic information systems. <i>Epidemiology</i> <b>14</b> 228–239.

Bell, M. and Dominici, F. (2006). Analysis of threshold effects for short-term exposure to ozone and increased risk of mortality. <i>Epidemiology</i> <b>17</b> S223–S223.

Bellander, T., Berglind, N., Gustavsson, P., Jonson, T., Nyberg, F., Pershagen, G. and Jarup, L. (2001). Using geographic information systems to assess individual historical exposure to air pollution from traffic and house heating in Stockholm. <i>Environ. Health Perspect.</i> <b>109</b> 633–639.

Briggs, D. J., Collins, S., Elliott, P., Fischer, P., Kingham, S., Lebret, E., Pryl, K., VanReeuwijk, H., Smallbone, K. and VanderVeen, A. (1997). Mapping urban air pollution using GIS: A regression-based approach. <i>International Journal of Geographical Information Science</i> <b>11</b> 699–718.

Brown, P. E., Diggle, P. J., Lord, M. E. and Young, P. C. (2001). Space-time calibration of radar rainfall data. <i>J. R. Stat. Soc. Ser. C. Appl. Stat.</i> <b>50</b> 221–241.

Cape, J. N., Tang, Y. S., van Dijk, N., Love, L., Sutton, M. A. and Palmer, S. C. F. (2004). Concentrations of ammonia and nitrogen dioxide at roadside verges, and their contribution to nitrogen deposition. <i>Environmental Pollution</i> <b>132</b> 469–478.

Carr, D., von Ehrenstein, O., Weiland, S., Wagner, C., Wellie, O., Nicolai, T. and von Mutius, E. (2002). Modeling annual benzene, toluene, NO2, and soot concentrations on the basis of road traffic characteristics. <i>Environ. Res.</i> <b>90</b> 111–118.

Cesaroni, G., Badaloni, C., Porta, D., Forastiere, F. and Perucci, C. A. (2008). Comparison between various indices of exposure to traffic-related air pollution and their impact on respiratory health in adults. <i>Occup. Environ. Med.</i> <b>65</b> 683–690.

Frati, L., Caprasecca, E., Santoni, S., Gaggi, C., Guttova, A., Gaudino, S., Pati, A., Rosamilia, S., Pirintsos, S. A. and Loppi, S. (2006). Effects of NO2 and NH3 from road traffic on epiphytic lichens. <i>Environ. Pollut.</i> <b>142</b> 58–64.

Frohn, L. M., Christensen, J. H. and Brandt, J. (2002). Development of a high-resolution nested air pollution model—The numerical approach. <i>J. Comput. Phys.</i> <b>179</b> 68–94.

Gauvin, S., Moullec, Y. L., Bremont, F., Momas, I., Balducci, F., Ciognard, F., Poilve, M. P., Zmirou, D. and VESTA Investigators (2001). Relationships between nitrogen dioxide personal exposure and ambient air monitoring measurements among children in three French metropolitan areas: VESTA study. <i>Arch. Environ. Health</i> <b>56</b> 336–341.

Gilbert, N. L., Woodhouse, S., Stieb, D. M. and Brook, J. R. (2003). Ambient nitrogen dioxide and distance from a major highway. <i>Sci. Total Environ.</i> <b>312</b> 43–46.

Gilbert, N. L., Goldberg, M. S., Beckerman, B., Brook, J. R. and Jerrett, M. (2005). Assessing spatial variability of ambient nitrogen dioxide in Montreal, Canada, with a land-use regression model. <i>Journal of the Air Waste Management Association</i> <b>55</b> 1059–1063.

Gonzales, M., Qualls, C., Hudgens, E. and Neas, L. (2005). Characterization of a spatial gradient of nitrogen dioxide across a United States-Mexico border city during winter. <i>Science of the Total Environment</i> <b>337</b> 163–173.

Heinrich, J., Gehring, U., Cyrys, J., Brauer, M., Hoek, G., Fischer, P., Bellander, T. and Brunekreef, B. (2005). Exposure to traffic related air pollutants: Self reported traffic intensity versus GIS modelled exposure. <i>Occup. Environ. Med.</i> <b>62</b> 517–523.

Hoek, G., Fischer, P., Brandt, P. V. D., Goldbohm, S. and Brunekreef, B. (2001). Estimation of long-term average exposure to outdoor air pollution for a cohort study on mortality. <i>J. Expo. Anal. Environ. Epidemiol.</i> <b>11</b> 459–469.

Holford, T. R., Ebisu, K., McKay, L. A., Gent, J. F., Triche, E. W., Bracken, M. B. and Leaderer, B. P. (2010). Integrated exposure modeling: A model using GIS and GLM. <i>Stat. Med.</i> <b>29</b> 116–129.

Ibarra-Berastegi, G., Madariaga, I., Agirre, E. and Uria, J. (2003). Short-term forecasting of ozone and NO2 levels using traffic data in Bilbao (Spain). <i>Urban Transport Ix</i>: <i>Urban Transport and the Environment in the</i> 21<i>st Century</i> <b>14</b> 235–242, 709.

Islam, T., McConnell, R., Gauderman, W. J., Avol, E., Peters, J. M. and Gilliland, F. D. (2008). Ozone, oxidant defense genes, and risk of asthma during adolescence. <i>Am. J. Respir. Crit. Care Med.</i> <b>177</b> 388–395.

Jerrett, M., Burnett, R. T., Kanaroglou, P., Eyles, J., Finkelstein, N., Giovis, C. and Brook, J. R. (2001). A GIS—Environmental justice analysis of particulate air pollution in Hamilton, Canada. <i>Environment and Planning A</i> <b>33</b> 955–973.

Jerrett, M., Arain, A., Kanaroglou, P., Beckerman, B., Potoglou, D., Sahsuvaroglu, T., Morrison, J. and Giovis, C. (2005). A review and evaluation of intraurban air pollution exposure models. <i>J. Expo. Anal. Environ. Epidemiol.</i> <b>15</b> 185–204.

Jerrett, M., Arain, M. A., Kanaroglou, P., Beckerman, B., Crouse, D., Gilbert, N. L., Brook, J. R., Finkelstein, N. and Finkelstein, M. M. (2007). Modeling the intraurban variability of ambient traffic pollution in Toronto, Canada. <i>Journal of Toxicology and Environmental Health-Part A-Current Issues</i> <b>70</b> 200–212.

Kramer, U., Koch, T., Ranft, U., Ring, J. and Behrendt, H. (2000). Traffic-related air pollution is associated with atopy in children living in urban areas. <i>Epidemiology</i> <b>11</b> 64–70.

Maantay, J. (2007). Asthma and air pollution in the Bronx: Methodological and data considerations in using GIS for environmental justice and health research. <i>Health Place</i> <b>13</b> 32–56.

McConnell, R., Berhane, K., Yao, L., Jerrett, M., Lurmann, F., Gilliland, F., Kunzli, N., Gauderman, J., Avol, E., Thomas, D. and Peters, J. (2006). Traffic, susceptibility, and childhood asthma. <i>Environmental Health Perspectives</i> <b>114</b> 766–772.

McConnell, R., Islam, T., Shankardass, K., Jerrett, M., Lurmann, F., Gilliland, F., Gauderman, J., Avol, E., Künzli, N., Yao, L., Peters, J. and Berhane, K. (2010). Childhood incident asthma and traffic-related air pollution at home and school. <i>Environ. Health Perspect.</i> <b>118</b> 1021–1026.

Rodes, C. E. and Holland, D. M. (1981). Variations of No, No2 and O-3 concentrations downwind of a Los-Angeles freeway. <i>Atmospheric Environment</i> <b>15</b> 243–250.

Romanowicz, R., Young, P., Brown, P. and Diggle, P. (2006). A recursive estimation approach to the spatio-temporal analysis and modelling of air quality data. <i>Environmental Modelling Software</i> <b>21</b> 759–769.

Rose, N., Cowie, C., Gillett, R. and Marks, G. B. (2009). Weighted road density: A simple way of assigning traffic-related air pollution exposure. <i>Atmospheric Environment</i> <b>43</b> 5009–5014.

Rosenlund, M., Forastiere, F., Stafoggia, M., Porta, D., Perucci, M., Ranzi, A., Nussio, F. and Perucci, C. A. (2008). Comparison of regression models with land-use and emissions data to predict the spatial distribution of traffic-related air pollution in Rome. <i>J. Expo. Sci. Environ. Epidemiol.</i> <b>18</b> 192–199.

Ross, Z., English, P. B., Scalf, R., Gunier, R., Smorodinsky, S., Wall, S. and Jerrett, M. (2006). Nitrogen dioxide prediction in Southern California using land use regression modeling: Potential for environmental health analyses. <i>J. Expo. Sci. Environ. Epidemiol.</i> <b>16</b> 106–114.

Ryan, P. H., LeMasters, G., Biagini, J., Bernstein, D., Grinshpun, S. A., Shukla, R., Wilson, K., Villareal, M., Burkle, J. and Lockey, J. (2005). Is it traffic type, volume, or distance? Wheezing in infants living near truck and bus traffic. <i>Journal of Allergy and Clinical Immunology</i> <b>116</b> 279–284.

Schikowski, T., Sugiri, D., Ranft, U., Gehring, U., Heinrich, J., Wichmann, H. E. and Kramer, U. (2005). Long-term air pollution exposure and living close to busy roads are associated with COPD in women. <i>Respiratory Research</i> <b>6</b> 152.

Smith, B. J., Zhang, L. and Field, R. W. (2007). Iowa radon leukaemia study: A hierarchical population risk model for spatially correlated exposure measured with error. <i>Stat. Med.</i> <b>26</b> 4619–4642.

Son, J., Bell, M. and Lee, J. T. (2011). Survival analysis to estimate the association between long-term exposure to different sizes of airborne particulate matter and risk of infant mortality using a birth cohort in Seoul, Korea. <i>Epidemiology</i> <b>22</b> S166–S167.

Venn, A., Lewis, S., Cooper, M., Hubbard, R., Hill, I., Boddy, R., Bell, M. and Britton, J. (2000). Local road traffic activity and the prevalence, severity, and persistence of wheeze in school children: Combined cross sectional and longitudinal study. <i>Occup. Environ. Med.</i> <b>57</b> 152–158.

Wheeler, A. J., Smith-Doiron, M., Xu, X., Gilbert, N. L. and Brook, J. R. (2008). Intra-urban variability of air pollution in Windsor, Ontario—Measurement and modeling for human exposure assessment. <i>Environ. Res.</i> <b>106</b> 7–16.

Zmirou, D., Gauvin, S., Pin, I., Momas, I., Just, J., Sahraoui, F., Moullec, Y. L., Brémont, F., Cassadou, S., Albertini, M., Lauvergne, N., Chiron, M., Labbé, A. and VESTA Investigators (2002). Five epidemiological studies on transport and asthma: Objectives, design and descriptive results. <i>J. Expo. Anal. Environ. Epidemiol.</i> <b>12</b> 186–196.

Environmental Systems Resource Institute (2010). ArcMap 10.0. ESRI, Redlands, CA.

Skene, K. J., Gent, J. F., McKay, L. A., Belanger, K., Leaderer, B. P. and Holford, T. R. (2010). Modeling effects of traffic and landscape characteristics on ambient nitrogen dioxide levels in Connecticut. <i>Atmos. Environ.</i> (1994) <b>44</b> 5156–5164.

Zhang, L. (2011). A Bayesian spatio-temporal model for estimating daily nitrogen dioxide levels. Ph.D. thesis, Yale Univ., New Haven, CT.