Grell K, Diggle P, Frederiksen K, Schüz J, Cardis E, Andersen P (2015) A three-dimensional point
process model for the spatial distribution of disease occurrence in relation to an exposure source.
Stat Med 34:3170–3180
Henderson SB, Beckerman B, Jerrett M, Brauer M (2007) Application of land use regression to
estimate long-term concentrations of traffic-related nitrogen oxides and fine particulate matter.
Environ Sci Technol 41:2422–2428
Hoek G, Krishnan R, Beelen R, Peters A, Ostro B, Brunekreef B, Kaufman J (2013) Long-term air
pollution exposure and cardio-respiratory mortality: a review. Environ Health 12(1):12–43
Hoff R, Christopher SA (2009) Remote sensing of particulate matter air pollution from space: have
we reached the promised land? J Air Waste Manage Assoc 59:642–675. https://doi.org/10.3155/
1047-3289.59.6.642
Jerrett M, Buzzelli M, Burnett RT, DeLuca PF (2005) Particulate air pollution, social confounders,
and mortality in small areas of an industrial city. Soc Sci Med 60:2845–2863
Kanaroglou PS, Jerrett M, Morrison J, Beckerman B, Arain MA, Gilbert NL, Brook JR (2005)
Establishing an air pollution monitoring network for intra-urban population exposure assessment: a location-allocation approach. Atmos Environ 39:2399–2409
Kirk R. Smith, Nigel Bruce, Kalpana Balakrishnan, Heather Adair-Rohani, John Balmes, Zoë
Chafe, Mukesh Dherani, H. Dean Hosgood, Sumi Mehta, Daniel Pope, Eva Rehfuess, (2014)
Millions Dead: How Do We Know and What Does It Mean? Methods Used in the Comparative
Risk Assessment of Household Air Pollution, Annual Review of Public Health 35:1, 185–206
Kazemi-Beydokhti M, Abbaspour R, Kheradmandi M, Bozorgi-Amiri A (2019) Determination of
the physical domain for air quality monitoring stations using the ANP-OWA method in GIS.
Environ Monit Assess 191. https://doi.org/10.1007/s10661-019-7422-3
Lee D, Sarran C (2015) Controlling for unmeasured confounding and spatial misalignment in longterm air pollution and health studies. Environmetrics 26(7):477–487
Loomis D, Huang W, Chen G (2014) The International Agency for Research on Cancer (IARC)
evaluation of the carcinogenicity of outdoor air pollution: focus on China. Chin J Cancer 33
(4):189–196. https://doi.org/10.5732/cjc.014.10028
Madsen L, Ruppert D, Altman NS (2008) Regression with spatially misaligned data.
Environmetrics 19(5):453–467
Martin RV (2008) Satellite remote sensing of surface air quality. Atmos Environ 42(34):7823–7843
McBride SJ, Williams RW, Creason J (2007) Bayesian hierarchical modeling of personal exposure
to particulate matter. Atmos Environ 41(29):6143–6155
Miller KA, Siscovick DS, Sheppard L, Shepherd K, Sullivan JH, Anderson GL et al (2007) Longterm exposure to air pollution and incidence of cardiovascular events in women. N Engl J Med
356:447–458
Minghui Diao, Tracey Holloway, Seohyun Choi, Susan M. O’Neill, Mohammad Z. Al-Hamdan,
Aaron Van Donkelaar, Randall V. Martin, Xiaomeng Jin, Arlene M. Fiore, Daven K. Henze,
Forrest Lacey, Patrick L. Kinney, Frank Freedman, Narasimhan K. Larkin, Yufei Zou, James
T. Kelly & Ambarish Vaidyanathan (2019) Methods, availability, and applications of PM2.5
exposure estimates derived from ground measurements, satellite, and atmospheric models,
Journal of the Air &Waste Management Association, 69:12, 1391–1414. https://doi.org/10.
1080/10962247.2019.1668498
Molitor J, Molitor N-T, Jerrett M, McConnell R, Gauderman J, Berhane K, Thomas D (2006)
Bayesian modeling of air pollution health effects with missing exposure data. Am J Epidemiol
164(1):69–76
Moraga P, Cramb SM, Mengersen KL, Pagano M (2017) A geostatistical model for combined
analysis of point-level and area-level data using INLA and SPDE. Spat Statist 21:27–41
Mudiyanselage R, Tripathi N (2019) Geostatistical predictive modelling for asthma and chronic
obstructive pulmonary disease using socioeconomic and environmental determinants. Environ
Monit Assess 191. https://doi.org/10.1007/s10661-019-7417-0
18 Geospatial Modelling of Air Pollution and its Impact on Health of Urban. . .
387
process model for the spatial distribution of disease occurrence in relation to an exposure source.
Stat Med 34:3170–3180
Henderson SB, Beckerman B, Jerrett M, Brauer M (2007) Application of land use regression to
estimate long-term concentrations of traffic-related nitrogen oxides and fine particulate matter.
Environ Sci Technol 41:2422–2428
Hoek G, Krishnan R, Beelen R, Peters A, Ostro B, Brunekreef B, Kaufman J (2013) Long-term air
pollution exposure and cardio-respiratory mortality: a review. Environ Health 12(1):12–43
Hoff R, Christopher SA (2009) Remote sensing of particulate matter air pollution from space: have
we reached the promised land? J Air Waste Manage Assoc 59:642–675. https://doi.org/10.3155/
1047-3289.59.6.642
Jerrett M, Buzzelli M, Burnett RT, DeLuca PF (2005) Particulate air pollution, social confounders,
and mortality in small areas of an industrial city. Soc Sci Med 60:2845–2863
Kanaroglou PS, Jerrett M, Morrison J, Beckerman B, Arain MA, Gilbert NL, Brook JR (2005)
Establishing an air pollution monitoring network for intra-urban population exposure assessment: a location-allocation approach. Atmos Environ 39:2399–2409
Kirk R. Smith, Nigel Bruce, Kalpana Balakrishnan, Heather Adair-Rohani, John Balmes, Zoë
Chafe, Mukesh Dherani, H. Dean Hosgood, Sumi Mehta, Daniel Pope, Eva Rehfuess, (2014)
Millions Dead: How Do We Know and What Does It Mean? Methods Used in the Comparative
Risk Assessment of Household Air Pollution, Annual Review of Public Health 35:1, 185–206
Kazemi-Beydokhti M, Abbaspour R, Kheradmandi M, Bozorgi-Amiri A (2019) Determination of
the physical domain for air quality monitoring stations using the ANP-OWA method in GIS.
Environ Monit Assess 191. https://doi.org/10.1007/s10661-019-7422-3
Lee D, Sarran C (2015) Controlling for unmeasured confounding and spatial misalignment in longterm air pollution and health studies. Environmetrics 26(7):477–487
Loomis D, Huang W, Chen G (2014) The International Agency for Research on Cancer (IARC)
evaluation of the carcinogenicity of outdoor air pollution: focus on China. Chin J Cancer 33
(4):189–196. https://doi.org/10.5732/cjc.014.10028
Madsen L, Ruppert D, Altman NS (2008) Regression with spatially misaligned data.
Environmetrics 19(5):453–467
Martin RV (2008) Satellite remote sensing of surface air quality. Atmos Environ 42(34):7823–7843
McBride SJ, Williams RW, Creason J (2007) Bayesian hierarchical modeling of personal exposure
to particulate matter. Atmos Environ 41(29):6143–6155
Miller KA, Siscovick DS, Sheppard L, Shepherd K, Sullivan JH, Anderson GL et al (2007) Longterm exposure to air pollution and incidence of cardiovascular events in women. N Engl J Med
356:447–458
Minghui Diao, Tracey Holloway, Seohyun Choi, Susan M. O’Neill, Mohammad Z. Al-Hamdan,
Aaron Van Donkelaar, Randall V. Martin, Xiaomeng Jin, Arlene M. Fiore, Daven K. Henze,
Forrest Lacey, Patrick L. Kinney, Frank Freedman, Narasimhan K. Larkin, Yufei Zou, James
T. Kelly & Ambarish Vaidyanathan (2019) Methods, availability, and applications of PM2.5
exposure estimates derived from ground measurements, satellite, and atmospheric models,
Journal of the Air &Waste Management Association, 69:12, 1391–1414. https://doi.org/10.
1080/10962247.2019.1668498
Molitor J, Molitor N-T, Jerrett M, McConnell R, Gauderman J, Berhane K, Thomas D (2006)
Bayesian modeling of air pollution health effects with missing exposure data. Am J Epidemiol
164(1):69–76
Moraga P, Cramb SM, Mengersen KL, Pagano M (2017) A geostatistical model for combined
analysis of point-level and area-level data using INLA and SPDE. Spat Statist 21:27–41
Mudiyanselage R, Tripathi N (2019) Geostatistical predictive modelling for asthma and chronic
obstructive pulmonary disease using socioeconomic and environmental determinants. Environ
Monit Assess 191. https://doi.org/10.1007/s10661-019-7417-0
18 Geospatial Modelling of Air Pollution and its Impact on Health of Urban. . .
387