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Journal of Environmental Science and Health, Part A
Toxic/Hazardous Substances and Environmental Engineering
Volume 51, 2016 - Issue 12
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ARTICLES

Maximizing the spatial representativeness of NO2 monitoring data using a combination of local wind-based sectoral division and seasonal and diurnal correction factors

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Pages 1003-1011 | Received 18 Nov 2015, Published online: 07 Jul 2016

References

  • Dons, E.; Van Poppel, M.; Kochan, B.; Wets, G.; Int Panis, L. Modeling temporal and spatial variability of traffic-related air pollution: Hourly land use regression models for black carbon. Atmos. Environ. 2013, 74, 237–246.
  • Briggs, D.J.; 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. Geogr. Inf. Sci. 1997, 11, 699–718.
  • Janssen, S.; Dumont, G.; Fierens, F.; Mensink, C. Spatial interpolation of air pollution measurements using CORINE land cover data. Atmos. Environ. 2008, 42, 4884–4903.
  • Beelen, R.; Hoek, G.; Vienneau, D.; Eeftens, M.; Dimakopoulou, K.; Pedeli, X.; Tsai, M.-Y.; Künzli, N.; Schikowski, T.; Marcon, A.; Eriksen, K.T.; Raaschou-Nielsen, O.; Stephanou, E.; Patelarou, E.; Lanki, T.; Yli-Tuomi, T.; Declercq, C.; Falq, G.; Stempfelet, M.; Birk, M.; Cyrys, J.; von Klot, S.; Nádor, G.; Varró, M.J.; Dėdelė, A.; Gražulevičienė, R.; Mölter, A.; Lindley, S.; Madsen, C.; Cesaroni, G.; Ranzi, A.; Badaloni, C.; Hoffmann, B.; Nonnemacher, M.; Krämer, U.; Kuhlbusch, T.; Cirach, M.; de Nazelle, A.; Nieuwenhuijsen, M.; Bellander, T.; Korek, M.; Olsson, D.; Strömgren, M.; Dons, E.; Jerrett, M.; Fischer, P.; Wang, M.; Brunekreef, B.; de Hoogh, K. Development of NO2 and NOx land use regression models for estimating air pollution exposure in 36 study areas in Europe—The ESCAPE project. Atmos. Environ. 2013, 72, 10–23.
  • Wang, R.; Henderson, S.B.; Sbihi, H.; Allen, R.W.; Brauer, M. Temporal stability of land use regression models for traffic-related air pollution. Atmos. Environ. 2013, 64, 312–319.
  • Basagaña, X.; Rivera, M.; Aguilera, I.; Agis, D.; Bouso, L.; Elosua, R.; Foraster, M.; de Nazelle, A.; Nieuwenhuijsen, M.; Vila, J. Effect of the number of measurement sites on land use regression models in estimating local air pollution. Atmos. Environ. 2012, 54, 634–642.
  • 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. Atmos. Environ. 2008, 42, 7561–7578.
  • Hooyberghs, J.; Clemens, M.; Gerwin, D.; Frans, F. Spatial interpolation of ambient ozone concentrations from sparse monitoring points in Belgium. J. Environ. Monit. 2006, 8, 1129–1135.
  • Hoek, G.; Fischer, P.; Van Den Brandt, P.; Goldbohm, S.; Brunekreef, B. Estimation of long-term exposure to outdoor air pollution for a cohort study on mortality. J. Exposure Anal. Environ. Epidemiol. 2001, 11, 459–469.
  • Beelen, R.; Hoek, G.; Fischer, P.; van Den Brandt, P.; Brunekreef, B. Estimated long-term outdoor air pollution concentrations in a cohort study. Atmos. Environ. 2007, 41, 1343–1358.
  • Meng, X.; Chen, L.; Cai, J.; Zou, B.; Wu, C.-F.; Fu, Q.; Zhang, Y.; Liu, Y.; Kan, H. A land use regression model for estimating the NO2 concentration in shanghai, China. Environ. Res. 2015, 137, 308–315.
  • Lee, J.-H.; Wu, C.-F.; Hoek, G.; de Hoogh, K.; Beelen, R.; Brunekreef, B.; Chan, C.-C. Land use regression models for estimating individual NO x and NO 2 exposures in a metropolis with a high density of traffic roads and population. Sci. Total Environ. 2014, 472, 1163–1171.
  • Eeftens, M.; Beelen, R.; de Hoogh, K.; Bellander, T.; Cesaroni, G.; Cirach, M.; Declercq, C.; Dedele, A.; Dons, E.; de Nazelle, A. Development of land use regression models for PM2. 5, PM2. 5 absorbance, PM10 and PMcoarse in 20 European study areas; results of the ESCAPE project. Environ. Sci. Technol. 2012, 46, 11195–11205.
  • Hoek, G.; Meliefste, K.; Cyrys, J.; Lewné, M.; Bellander, T.; Brauer, M.; Fischer, P.; Gehring, U.; Heinrich, J.; van Vliet, P. Spatial variability of fine particle concentrations in three European areas. Atmos. Environ. 2002, 36, 4077–4088.
  • Jerrett, M.; Burnett, R.T.; Ma, R.; Pope III, C.A.; Krewski, D.; Newbold, K.B.; Thurston, G.; Shi, Y.; Finkelstein, N.; Calle, E.E. Spatial analysis of air pollution and mortality in Los Angeles. Epidemiology 2005, 16, 727–736.
  • Brauer, M.; Hoek, G.; van Vliet, P.; Meliefste, K.; Fischer, P.; Gehring, U.; Heinrich, J.; Cyrys, J.; Bellander, T.; Lewne, M. Estimating long-term average particulate air pollution concentrations: Application of traffic indicators and geographic information systems. Epidemiology 2003, 14, 228–239.
  • Wheeler, A.J.; Smith-Doiron, M.; Xu, X.; Gilbert, N.L.; Brook, J.R. Intra-urban variability of air pollution in Windsor, Ontario—Measurement and modeling for human exposure assessment. Environ. Res. 2008, 106, 7–16.
  • Donnelly, A.; Misstear, B.; Broderick, B. Application of nonparametric regression methods to study the relationship between NO2 concentrations and local wind direction and speed at background sites. Sci. Total Environ. 2011, 409, 1134–1144.
  • Donnelly, A.; Broderick, B.; Misstear, B. Relating background NO2 concentrations in air to air mass history using non-parametric regression methods: Application at two background sites in Ireland. Environ. Model. Assess. 2012, 17, 363–373.
  • Pérez, I.A.; Sánchez, M.L.; García, M.Á.; Pardo, N. Carbon dioxide at an unpolluted site analysed with the smoothing kernel method and skewed distributions. Sci. Total Environ. 2013, 456, 239–245.
  • Henry, R.C.; Chang, Y.S.; Spiegelman, C.H. Locating nearby sources of air pollution by nonparametric regression of atmospheric concentrations on wind direction. Atmos. Environ. 2002, 36, 2237–2244.
  • Yu, K.N.; Cheung, Y.P.; Cheung, T.; Henry, R.C. Identifying the impact of large urban airports on local air quality by nonparametric regression. Atmos. Environ. 2004, 38, 4501–4507.
  • O'Dwyer, M. Air Quality in Ireland 2013. Environmental Protection Agency; Johnstown Castle Estate: Wexford, 2014.
  • CEU, DIRECTIVE 2008/50/EC OF THE EUROPEAN PARLIAMENT AND OF THE COUNCIL of 21 May 2008 on ambient air quality and cleaner air for Europe. Commission, E. Ed.; Official Journal of the European Union, 2008. Available at http://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex%3A32008L0050 (accessed Jun 2016).
  • Donnelly, A.; Misstear, B.; Broderick, B. Real time air quality forecasting using integrated parametric and non-parametric regression techniques. Atmos. Environ. 2015, 103, 53–65.
  • Silverman, B.W. Density Estimation for Statistics and Data Analysis, Published in Monographs on Statistics and Applied Probability. Chapman and Hall: London, 1986.
  • Donnelly, A.; Broderick, B.; Misstear, B. The effect of long range air mass transport pathways on PM10 and NO2 concentrations at urban and rural background sites in Ireland: Quantification using clustering techniques. J. Environ. Sci. Health A, 2015, 50, 647–658.
  • Met Eireann. Monthly Weather Bulletin December 2011, 2012. Available at http://www.met.ie/climate/MonthlyWeather/clim-2011-Dec.pdf (accessed Jun 2016).

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