Murray C et al (2015) Global, regional and national comparative risk assessment of behavioural,
environmental, occupational and metabolic risks or clusters of risks in 188 countries
1990–2013: a systematic analysis for the GBD background. Lancet 6736:1–27
Nuckols JR, Ward MH, Jarup L (2004) Using geographic information systems for exposure
assessment in environmental epidemiology studies. Environ Health Perspect 112(9):1007–1015
Ostro B, Sanchez J, Aranda C, Eskeland G (1996) Air pollution and mortality: results from a study
of Santiago. Chile J Expo Anal Environ Epidemiol 6:97–114
Oyana T, Podila P, Relyea G (2019) Effects of childhood exposure to PM2.5 in a Memphis pediatric
asthma cohort. Environ Monit Assess 191. https://doi.org/10.1007/s10661-019-7419-y
Pannullo F, Lee D, Waclawski E, Leyland AH (2015) Improving spatial nitrogen dioxide prediction
using diffusion tubes: a case study in West Central Scotland. Atmos Environ 118:227–235
Peng RD, Bell ML (2010) Spatial misalignment in time series studies of air pollution and health
data. Biostatistics 11(4):720–740
Peng RD, Dominici F, Pastor-Barriuso R, Zeger SL, Samet JM (2005) Seasonal analyses of air
pollution and mortality in 100 US cities. Am J Epidemiol 161(6):585–594
Pinto Junior JA, Gamerman D, Paez MS, Fonseca Alves RH (2015) Point pattern analysis with
spatially varying covariate effects, applied to the study of cerebrovascular deaths. Stat Med 34
(7):1214–1226
Pratt J, Gan R, Ford B, Brey S, Pierce J, Fischer E, Magzamen S (2019) A national burden
assessment of estimated pediatric asthma emergency department visits that may be attributed
to elevated ozone levels associated with the presence of smoke. Environ Monit Assess 192:261.
https://doi.org/10.1007/s10661-019-7420-5
Raaschou-Nielsen O et al (2013) Air pollution and lung cancer incidence in 17 European cohorts:
prospective analyses from the European study of cohorts for air pollution effects (ESCAPE).
Lancet Oncol 14:813–822
Ritz B, Yu F, Chapa G, Fruin S (2000) Effect of air pollution on preterm birth among children born
in southern California between 1989 and 1993. Epidemiology 11(5):502–511
Ritz B, Wilhelm M, Hoggatt KJ, Ghosh JKC (2007) Ambient air pollution and preterm birth in the
environment and pregnancy outcomes study at the University of California. Los Angeles Am J
Epidemiol 166(9):1045–1052
Rushworth A, Lee D, Mitchell R (2014) A spatio-temporal model for estimating the long-term
effects of air pollution on respiratory hospital admissions in Greater London. Spat Temp
Epidemiol 10:29–38
Sahsuvaroglu T, Jerrett M, Sears MR, McConnell R, Finkelstein N, Arain A, Newbold B, Burnett R
(2009) Spatial analysis of air pollution and childhood asthma in Hamilton, Canada: comparing
exposure methods in sensitive subgroups. Environ Health 8:14
Sahu S, Gelfand A, Holland D (2010) Fusing point and areal level space-time data with application
to wet deposition. J R Statist Soc Ser 59(1):77–103
Samoli E, Touloumi G, Zanobetti A, Le Tertre A, Schindler C, Atkinson R, Vonk J et al (2003)
Investigating the dose-response relation between air pollution and total mortality in the aphea-2
multicity project. Occup Environ Med 60(12):977–982
Semanjski I, Bellens R, Gautama S, Witlox F (2016a) Integrating big data into a sustainable
mobility policy 2.0 planning support system. Sustainability 8:1142
Semanjski I, Lopez Aguirre AJ, De Mol J, Gautama S (2016b) Policy 2.0 platform for Mobile
sensing and incentivized targeted shifts in mobility behavior. Sensors 16:1035
Sourangsu C, Sagnik D (2016) Cause-specific premature death from ambient PM2.5 exposure in
India: estimate adjusted for baseline mortality. Environ Int 91:283–290
Tian J, Chen D (2010) A semi-empirical model for predicting hourly ground level fine particulate
matter (PM2.5) concentration in southern Ontario from satellite remote sensing and groundbased meteorological measurements. Remote Sensing Environ 114:221–229
Van Donkelaar A, Martin RV, Brauer M, Kahn R, Levy R, Verduzco C et al (2010) Global
estimates of ambient fine particulate matter concentrations from satellite-based aerosol optical
388
M. Prashanthi Devi et al.
environmental, occupational and metabolic risks or clusters of risks in 188 countries
1990–2013: a systematic analysis for the GBD background. Lancet 6736:1–27
Nuckols JR, Ward MH, Jarup L (2004) Using geographic information systems for exposure
assessment in environmental epidemiology studies. Environ Health Perspect 112(9):1007–1015
Ostro B, Sanchez J, Aranda C, Eskeland G (1996) Air pollution and mortality: results from a study
of Santiago. Chile J Expo Anal Environ Epidemiol 6:97–114
Oyana T, Podila P, Relyea G (2019) Effects of childhood exposure to PM2.5 in a Memphis pediatric
asthma cohort. Environ Monit Assess 191. https://doi.org/10.1007/s10661-019-7419-y
Pannullo F, Lee D, Waclawski E, Leyland AH (2015) Improving spatial nitrogen dioxide prediction
using diffusion tubes: a case study in West Central Scotland. Atmos Environ 118:227–235
Peng RD, Bell ML (2010) Spatial misalignment in time series studies of air pollution and health
data. Biostatistics 11(4):720–740
Peng RD, Dominici F, Pastor-Barriuso R, Zeger SL, Samet JM (2005) Seasonal analyses of air
pollution and mortality in 100 US cities. Am J Epidemiol 161(6):585–594
Pinto Junior JA, Gamerman D, Paez MS, Fonseca Alves RH (2015) Point pattern analysis with
spatially varying covariate effects, applied to the study of cerebrovascular deaths. Stat Med 34
(7):1214–1226
Pratt J, Gan R, Ford B, Brey S, Pierce J, Fischer E, Magzamen S (2019) A national burden
assessment of estimated pediatric asthma emergency department visits that may be attributed
to elevated ozone levels associated with the presence of smoke. Environ Monit Assess 192:261.
https://doi.org/10.1007/s10661-019-7420-5
Raaschou-Nielsen O et al (2013) Air pollution and lung cancer incidence in 17 European cohorts:
prospective analyses from the European study of cohorts for air pollution effects (ESCAPE).
Lancet Oncol 14:813–822
Ritz B, Yu F, Chapa G, Fruin S (2000) Effect of air pollution on preterm birth among children born
in southern California between 1989 and 1993. Epidemiology 11(5):502–511
Ritz B, Wilhelm M, Hoggatt KJ, Ghosh JKC (2007) Ambient air pollution and preterm birth in the
environment and pregnancy outcomes study at the University of California. Los Angeles Am J
Epidemiol 166(9):1045–1052
Rushworth A, Lee D, Mitchell R (2014) A spatio-temporal model for estimating the long-term
effects of air pollution on respiratory hospital admissions in Greater London. Spat Temp
Epidemiol 10:29–38
Sahsuvaroglu T, Jerrett M, Sears MR, McConnell R, Finkelstein N, Arain A, Newbold B, Burnett R
(2009) Spatial analysis of air pollution and childhood asthma in Hamilton, Canada: comparing
exposure methods in sensitive subgroups. Environ Health 8:14
Sahu S, Gelfand A, Holland D (2010) Fusing point and areal level space-time data with application
to wet deposition. J R Statist Soc Ser 59(1):77–103
Samoli E, Touloumi G, Zanobetti A, Le Tertre A, Schindler C, Atkinson R, Vonk J et al (2003)
Investigating the dose-response relation between air pollution and total mortality in the aphea-2
multicity project. Occup Environ Med 60(12):977–982
Semanjski I, Bellens R, Gautama S, Witlox F (2016a) Integrating big data into a sustainable
mobility policy 2.0 planning support system. Sustainability 8:1142
Semanjski I, Lopez Aguirre AJ, De Mol J, Gautama S (2016b) Policy 2.0 platform for Mobile
sensing and incentivized targeted shifts in mobility behavior. Sensors 16:1035
Sourangsu C, Sagnik D (2016) Cause-specific premature death from ambient PM2.5 exposure in
India: estimate adjusted for baseline mortality. Environ Int 91:283–290
Tian J, Chen D (2010) A semi-empirical model for predicting hourly ground level fine particulate
matter (PM2.5) concentration in southern Ontario from satellite remote sensing and groundbased meteorological measurements. Remote Sensing Environ 114:221–229
Van Donkelaar A, Martin RV, Brauer M, Kahn R, Levy R, Verduzco C et al (2010) Global
estimates of ambient fine particulate matter concentrations from satellite-based aerosol optical
388
M. Prashanthi Devi et al.