Development of NO2 and NOx land use regression models for estimating air pollution exposure in 36 study areas in Europe - The ESCAPE project

Estimating within-city variability in air pollution concentrations is important. Land use regression (LUR) models are able to explain such small-scale within-city variations. Transparency in LUR mo ...

Bert Brunekreef | Andrea Ranzi | Marloes Eeftens | Magnus Strömgren | Audrey de Nazelle | Ming-Yi Tsai | Thomas A. J. Kuhlbusch | Mark J. Nieuwenhuijsen | Xanthi Pedeli | Meng Wang | Christophe Declercq | Matthias Birk | Michael Jerrett | Timo Lanki | Ole Raaschou-Nielsen | Evi Dons | Kees de Hoogh | Josef Cyrys | Nino Künzli | Sarah Lindley | Audrius Dėdelė | Regina Gražulevičienė | Gizella Nádor | Barbara Hoffmann | Konstantina Dimakopoulou | Rob Beelen | Evridiki Patelarou | Tarja Yli-Tuomi | Gerard Hoek | Danielle Vienneau | Anna Mölter | Tamara Schikowski | B. Brunekreef | R. Gražulevičienė | O. Raaschou-Nielsen | M. Strömgren | M. Nieuwenhuijsen | M. Jerrett | R. Beelen | G. Hoek | B. Hoffmann | K. Dimakopoulou | P. Fischer | K. Eriksen | M. Eeftens | A. Ranzi | G. Cesaroni | C. Badaloni | M. Korek | Morgane Stempfelet | C. Declercq | N. Künzli | J. Cyrys | E. Dons | D. Vienneau | K. Hoogh | T. Lanki | T. Yli-Tuomi | T. Kuhlbusch | Meng Wang | Ming-Yi Tsai | T. Bellander | M. Cirach | A. D. Nazelle | A. Dėdelė | U. Krämer | C. Madsen | A. Mölter | E. Stephanou | S. Lindley | T. Schikowski | A. Marcon | Matthias Birk | S. Klot | Grégoire Falq | G. Nádor | M. Nonnemacher | X. Pedeli | E. Patelarou | M. Varró | D. Olsson | Michal Korek | Paul Fischer | Giulia Cesaroni | Chiara Badaloni | Christian Madsen | Marta Cirach | Tom Bellander | Ursula Krämer | Euripides G. Stephanou | Grégoire Falq | Morgane Stempfelet | Alessandro Marcon | Kirsten Thorup Eriksen | Stephanie von Klot | David Olsson | Mihály J. Varró | Michael R. Nonnemacher | M. Tsai | G. Falq | Anna Mölter | Xanthi Pedeli

[1]  B. Brunekreef,et al.  Personal and outdoor nitrogen dioxide concentrations in relation to degree of urbanization and traffic density. , 2001, Environmental health perspectives.

[2]  Andrea Ranzi,et al.  Comparison of regression models with land-use and emissions data to predict the spatial distribution of traffic-related air pollution in Rome , 2008, Journal of Exposure Science and Environmental Epidemiology.

[3]  Bert Brunekreef,et al.  Comparison of land-use regression models for predicting spatial NOx contrasts over a three year period in Oslo, Norway , 2011 .

[4]  B. Brunekreef,et al.  Air pollution and health , 2002, The Lancet.

[5]  R. Burnett,et al.  Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. , 2002, JAMA.

[6]  Bert Brunekreef,et al.  Development of Land Use Regression models for PM(2.5), PM(2.5) absorbance, PM(10) and PM(coarse) in 20 European study areas; results of the ESCAPE project. , 2012, Environmental science & technology.

[7]  F. J. Gallego,et al.  A population density grid of the European Union , 2010 .

[8]  B. Brunekreef,et al.  Estimation of outdoor NO(x), NO(2), and BTEX exposure in a cohort of pregnant women using land use regression modeling. , 2008, Environmental science & technology.

[9]  Altaf Arain,et al.  A review and evaluation of intraurban air pollution exposure models , 2005, Journal of Exposure Analysis and Environmental Epidemiology.

[10]  Bert Brunekreef,et al.  Stability of measured and modelled spatial contrasts in NO2 over time , 2011, Occupational and Environmental Medicine.

[11]  Bert Brunekreef,et al.  Modeling the intra-urban variability of outdoor traffic pollution in Oslo, Norway—A GA2LEN project , 2007 .

[12]  B. Brunekreef,et al.  Systematic evaluation of land use regression models for NO₂. , 2012, Environmental science & technology.

[13]  R. Beelen,et al.  Comparison of land-use regression models between Great Britain and the Netherlands , 2010 .

[14]  Bert Brunekreef,et al.  Long-Term Effects of Traffic-Related Air Pollution on Mortality in a Dutch Cohort (NLCS-AIR Study) , 2007, Environmental health perspectives.

[15]  Simon Kingham,et al.  Mapping Urban Air Pollution Using GIS: A Regression-Based Approach , 1997, Int. J. Geogr. Inf. Sci..

[16]  Michael A Babyak,et al.  What You See May Not Be What You Get: A Brief, Nontechnical Introduction to Overfitting in Regression-Type Models , 2004, Psychosomatic medicine.

[17]  M. Jerrett,et al.  A distance-decay variable selection strategy for land use regression modeling of ambient air pollution exposures. , 2009, The Science of the total environment.

[18]  U Gehring,et al.  Respiratory health and individual estimated exposure to traffic-related air pollutants in a cohort of young children , 2006, Occupational and Environmental Medicine.

[19]  S. Klot.  Equivalence of using nested buffers and concentric adjacent rings as predictors in land use regression models , 2011 .

[20]  Erika von Mutius,et al.  Modeling annual benzene, toluene, NO2, and soot concentrations on the basis of road traffic characteristics. , 2002, Environmental research.

[21]  Edzer Pebesma,et al.  Mapping of background air pollution at a fine spatial scale across the European Union. , 2009, The Science of the total environment.

[22]  H. Wichmann,et al.  Predicting long-term average concentrations of traffic-related air pollutants using GIS-based information , 2006 .

[23]  Michael Brauer,et al.  Within-urban variability in ambient air pollution: Comparison of estimation methods , 2008 .

[24]  R. Fernández-Patier,et al.  Estimation of personal NO2 exposure in a cohort of pregnant women. , 2009, The Science of the total environment.

[25]  J. Gulliver,et al.  A review of land-use regression models to assess spatial variation of outdoor air pollution , 2008 .

[26]  David M Stieb,et al.  Ambient nitrogen dioxide and distance from a major highway. , 2003, The Science of the total environment.

[27]  Marcela Rivera,et al.  Effect of the number of measurement sites on land use regression models in estimating local air pollution , 2012 .

[28]  John S. Gulliver,et al.  Dasymetric modelling of small-area population distribution using land cover and light emissions data , 2007 .

[29]  Bert Brunekreef,et al.  Estimating Long-Term Average Particulate Air Pollution Concentrations: Application of Traffic Indicators and Geographic Information Systems , 2003, Epidemiology.

[30]  B. Brunekreef,et al.  Spatial variation of PM2.5, PM10, PM2.5 absorbance and PMcoarse concentrations between and within 20 European study areas and the relationship with NO2 : results of the ESCAPE project , 2012 .

[31]  A. Peters,et al.  Variation of NO2 and NOx concentrations between and within 36 European study areas: Results from the ESCAPE study , 2012 .

[32]  A. Tardón,et al.  Outdoor NO2 and benzene exposure in the INMA (Environment and Childhood) Asturias cohort (Spain) , 2011 .

[33]  Erik Lebret,et al.  Long-term personal exposure to traffic-related air pollution among school children, a validation study. , 2006 .