메뉴 건너뛰기




Volumn 14-15, Issue , 2015, Pages 63-74

An integrated Bayesian model for estimating the long-term health effects of air pollution by fusing modelled and measured pollution data: A case study of nitrogen dioxide concentrations in Scotland

Author keywords

Air pollution; Health effects; Respiratory disease; Spatial temporal model

Indexed keywords

NITROGEN DIOXIDE; AIR POLLUTANT; PARTICULATE MATTER;

EID: 84944076740     PISSN: 18775845     EISSN: 18775853     Source Type: Journal    
DOI: 10.1016/j.sste.2015.09.002     Document Type: Article
Times cited : (19)

References (37)
  • 1
    • 84944063123 scopus 로고    scopus 로고
    • (2008/50/ec) for 2010 covering the following air quality pollutants: SO2, NOx, NO2, PM10, PM2.5, lead, benezene, CO and ozone
    • AEA. UK modelling under the Air Quality Directive (2008/50/ec) for 2010 covering the following air quality pollutants: SO2, NOx, NO2, PM10, PM2.5, lead, benezene, CO and ozone; 2011. http://uk-air.defra.gov.uk/assets/documents/reports/cat09/1204301513AQD2010mapsrepmasterv0.pdf.
    • (2011) UK modelling under the Air Quality Directive
  • 3
    • 77953634947 scopus 로고    scopus 로고
    • A spatio-temporal downscaler for output from numerical models
    • Berrocal V., Gelfand A., Holland D. A spatio-temporal downscaler for output from numerical models. J Agric Biol Environ Stat 2010, 15(2):176-197.
    • (2010) J Agric Biol Environ Stat , vol.15 , Issue.2 , pp. 176-197
    • Berrocal, V.1    Gelfand, A.2    Holland, D.3
  • 4
    • 80052414961 scopus 로고    scopus 로고
    • A bivariate spaceĺctime downscaler under space and time misalignment
    • Berrocal V.J., Gelfand A.E., Holland D.M. A bivariate spaceĺctime downscaler under space and time misalignment. Ann Appl Stat 2010, 4(4):1942-1975.
    • (2010) Ann Appl Stat , vol.4 , Issue.4 , pp. 1942-1975
    • Berrocal, V.J.1    Gelfand, A.E.2    Holland, D.M.3
  • 5
    • 79955632671 scopus 로고    scopus 로고
    • On the use of a PM2.5 exposure simulator to explain birthweight
    • Berrocal V., Gelfand A., Holland D., Burke J., Miranda M.L. On the use of a PM2.5 exposure simulator to explain birthweight. Environmetrics 2011, 22(4):553-571.
    • (2011) Environmetrics , vol.22 , Issue.4 , pp. 553-571
    • Berrocal, V.1    Gelfand, A.2    Holland, D.3    Burke, J.4    Miranda, M.L.5
  • 6
    • 84866745085 scopus 로고    scopus 로고
    • Space-time data fusion under error in computer model output: an application to modeling air quality
    • Berrocal V.J., Gelfand A.E., Holland D.M. Space-time data fusion under error in computer model output: an application to modeling air quality. Biometrics 2012, 68(3):837-848.
    • (2012) Biometrics , vol.68 , Issue.3 , pp. 837-848
    • Berrocal, V.J.1    Gelfand, A.E.2    Holland, D.M.3
  • 7
    • 28344449679 scopus 로고
    • Bayesian image restoration with two applications in spatial statistics
    • Besag J., York J., Mollie A. Bayesian image restoration with two applications in spatial statistics. Ann Inst Stat Math 1991, 43:1-59.
    • (1991) Ann Inst Stat Math , vol.43 , pp. 1-59
    • Besag, J.1    York, J.2    Mollie, A.3
  • 8
    • 0036245492 scopus 로고    scopus 로고
    • A unified strategy for building simple air quality indices
    • Bruno F., Cocchi D. A unified strategy for building simple air quality indices. Environmetrics 2002, 13(3):243-261.
    • (2002) Environmetrics , vol.13 , Issue.3 , pp. 243-261
    • Bruno, F.1    Cocchi, D.2
  • 10
    • 0017660703 scopus 로고
    • Health effects of short-term inhalation of nitrogen dioxide and ozone mixtures
    • Ehrlich R., Findlay J., Fenters J., Gardner D. Health effects of short-term inhalation of nitrogen dioxide and ozone mixtures. Environ Res 1977, 14:223-231.
    • (1977) Environ Res , vol.14 , pp. 223-231
    • Ehrlich, R.1    Findlay, J.2    Fenters, J.3    Gardner, D.4
  • 11
    • 36749071977 scopus 로고    scopus 로고
    • Long-term associations of outdoor air pollution with mortality in Great Britain
    • Elliott P., Shaddick G., Wakefield J., de Hoogh C., Briggs D. Long-term associations of outdoor air pollution with mortality in Great Britain. Thorax 2007, 62(12):1088-1094.
    • (2007) Thorax , vol.62 , Issue.12 , pp. 1088-1094
    • Elliott, P.1    Shaddick, G.2    Wakefield, J.3    de Hoogh, C.4    Briggs, D.5
  • 12
    • 15044352085 scopus 로고    scopus 로고
    • Model evaluation and spatial interpolation by bayesian combination of observations with outputs from numerical models
    • Fuentes M., Raftery A.E. Model evaluation and spatial interpolation by bayesian combination of observations with outputs from numerical models. Biometrics 2005, 61(1):36-45.
    • (2005) Biometrics , vol.61 , Issue.1 , pp. 36-45
    • Fuentes, M.1    Raftery, A.E.2
  • 13
    • 0009904787 scopus 로고    scopus 로고
    • On the change of support problem for spatio-temporal data
    • Gelfand A., Zhu L., Carlin B. On the change of support problem for spatio-temporal data. Biostatistics 2001, 2:31-45.
    • (2001) Biostatistics , vol.2 , pp. 31-45
    • Gelfand, A.1    Zhu, L.2    Carlin, B.3
  • 14
    • 0035998829 scopus 로고    scopus 로고
    • Combining incompatible spatial data
    • Gotway C.A., Young L.J. Combining incompatible spatial data. Am Stat Assoc 2002, 97(458):632-648.
    • (2002) Am Stat Assoc , vol.97 , Issue.458 , pp. 632-648
    • Gotway, C.A.1    Young, L.J.2
  • 15
    • 34250780091 scopus 로고    scopus 로고
    • Trends in air pollution and mortality: an approach to the assessment of unmeasured confounding
    • Janes H., Dominici F., Zeger S. Trends in air pollution and mortality: an approach to the assessment of unmeasured confounding. Epidemiology 2007, 18(4):416-423.
    • (2007) Epidemiology , vol.18 , Issue.4 , pp. 416-423
    • Janes, H.1    Dominici, F.2    Zeger, S.3
  • 17
    • 84866739614 scopus 로고    scopus 로고
    • Bayesian 2-stage space-time mixture modeling with spatial misalignment of the exposure in small area health data
    • Lawson A.B., Choi J., Cai B., Hossain M., Kirby R.S., Liu J. Bayesian 2-stage space-time mixture modeling with spatial misalignment of the exposure in small area health data. J Agric Biol Environ Stat 2012, 17(3):417-441.
    • (2012) J Agric Biol Environ Stat , vol.17 , Issue.3 , pp. 417-441
    • Lawson, A.B.1    Choi, J.2    Cai, B.3    Hossain, M.4    Kirby, R.S.5    Liu, J.6
  • 18
    • 84869088829 scopus 로고    scopus 로고
    • Using spline models to estimate the varying health risks from air pollution across Scotland
    • Lee D. Using spline models to estimate the varying health risks from air pollution across Scotland. Stat Med 2012, 31(27):3366-3378.
    • (2012) Stat Med , vol.31 , Issue.27 , pp. 3366-3378
    • Lee, D.1
  • 19
    • 70149090715 scopus 로고    scopus 로고
    • Air pollution and health in Scotland: a multicity study
    • Lee D., Ferguson C., Mitchell R. Air pollution and health in Scotland: a multicity study. Biostatistics 2009, 10(3):409-423.
    • (2009) Biostatistics , vol.10 , Issue.3 , pp. 409-423
    • Lee, D.1    Ferguson, C.2    Mitchell, R.3
  • 21
    • 34347368668 scopus 로고    scopus 로고
    • Outdoor NOx and stroke mortality adjusting for small area level smoking prevalence using a Bayesian approach
    • Maheswaran R., Haining R., Pearson T., Law J., Brindley P., Best N. Outdoor NOx and stroke mortality adjusting for small area level smoking prevalence using a Bayesian approach. Stat Methods Med Res 2006, 15:499-516.
    • (2006) Stat Methods Med Res , vol.15 , pp. 499-516
    • Maheswaran, R.1    Haining, R.2    Pearson, T.3    Law, J.4    Brindley, P.5    Best, N.6
  • 22
    • 75949115396 scopus 로고    scopus 로고
    • Combining numerical model output and particulate data using bayesian space-time modeling
    • McMillan N.J., Holland D.M., Morara M., Feng J. Combining numerical model output and particulate data using bayesian space-time modeling. Environmetrics 2010, 21(1):48-65.
    • (2010) Environmetrics , vol.21 , Issue.1 , pp. 48-65
    • McMillan, N.J.1    Holland, D.M.2    Morara, M.3    Feng, J.4
  • 23
    • 0037029043 scopus 로고    scopus 로고
    • Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution
    • Pope I.C., Burnett R., Thun M., et al. Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. J Am Med Assoc 2002, 287(9):1132-1141.
    • (2002) J Am Med Assoc , vol.287 , Issue.9 , pp. 1132-1141
    • Pope, I.C.1    Burnett, R.2    Thun, M.3
  • 24
    • 0031681263 scopus 로고    scopus 로고
    • Urban air pollution and cardiopulmonary ill health: a 14.5year time series study
    • Prescott G.J., Cohen G.R., Elton R.A., Fowkes F.G., Agius R.M. Urban air pollution and cardiopulmonary ill health: a 14.5year time series study. Occup Environ Med 1998, 55(10):697-704.
    • (1998) Occup Environ Med , vol.55 , Issue.10 , pp. 697-704
    • Prescott, G.J.1    Cohen, G.R.2    Elton, R.A.3    Fowkes, F.G.4    Agius, R.M.5
  • 25
    • 84907436746 scopus 로고    scopus 로고
    • A spatio-temporal model for estimating the long-term effects of air pollution on respiratory hospital admissions in Greater London
    • Rushworth A., Lee D., Mitchell R. A spatio-temporal model for estimating the long-term effects of air pollution on respiratory hospital admissions in Greater London. Spat Spatio-Temporal Epidemiol 2014, 10:29-38.
    • (2014) Spat Spatio-Temporal Epidemiol , vol.10 , pp. 29-38
    • Rushworth, A.1    Lee, D.2    Mitchell, R.3
  • 26
    • 84899729337 scopus 로고    scopus 로고
    • Influence of urbanicity and county characteristics on the association between ozone and asthma emergency department visits in north carolina
    • Sacks J.D., Rappold A.G., Allen Davis J., Richardson D.B., Waller A.E., Luben T.J. Influence of urbanicity and county characteristics on the association between ozone and asthma emergency department visits in north carolina. Environ Health Perspect 2014, 122(5):506-512.
    • (2014) Environ Health Perspect , vol.122 , Issue.5 , pp. 506-512
    • Sacks, J.D.1    Rappold, A.G.2    Allen Davis, J.3    Richardson, D.B.4    Waller, A.E.5    Luben, T.J.6
  • 27
    • 38349026384 scopus 로고    scopus 로고
    • High resolution space-time ozone modeling for assessing trends
    • Sahu S.K., Gelfand A.E., Holland D.M. High resolution space-time ozone modeling for assessing trends. J Am Stat Assoc 2007, 102(480):1221-1234.
    • (2007) J Am Stat Assoc , vol.102 , Issue.480 , pp. 1221-1234
    • Sahu, S.K.1    Gelfand, A.E.2    Holland, D.M.3
  • 28
    • 84944137586 scopus 로고    scopus 로고
    • Scottish Government Urban/Rural Classification 2009-2010. Scottish Government
    • The Scottish Government. Scottish Government Urban/Rural Classification 2009-2010. Scottish Government; 2010.
    • (2010)
  • 29
    • 0028577798 scopus 로고
    • Effect of domestic concentrations of nitrogen dioxide on airway responses to inhaled allergen in asthmatic patients
    • Tunnicliffe W., Burge P., Ayres J. Effect of domestic concentrations of nitrogen dioxide on airway responses to inhaled allergen in asthmatic patients. Lancet 1994, 344(8939-8940):1733-1736.
    • (1994) Lancet , vol.344 , Issue.8939-8940 , pp. 1733-1736
    • Tunnicliffe, W.1    Burge, P.2    Ayres, J.3
  • 30
    • 84885928121 scopus 로고    scopus 로고
    • Early prenatal exposure to air pollution and its associations with birth defects in a state-wide birth cohort from north carolina
    • Vinikoor-Imler L.C., Davis J.A., Meyer R.E., Luben T.J. Early prenatal exposure to air pollution and its associations with birth defects in a state-wide birth cohort from north carolina. Birth Defects Res A Clin Mol Teratol 2013, 97(10):696-701.
    • (2013) Birth Defects Res A Clin Mol Teratol , vol.97 , Issue.10 , pp. 696-701
    • Vinikoor-Imler, L.C.1    Davis, J.A.2    Meyer, R.E.3    Luben, T.J.4
  • 31
    • 84899681210 scopus 로고    scopus 로고
    • Associations between prenatal exposure to air pollution, small for gestational age, and term low birthweight in a state-wide birth cohort
    • Vinikoor-Imler L.C., Davis J.A., Meyer R.E., Messer L.C., Luben T.J. Associations between prenatal exposure to air pollution, small for gestational age, and term low birthweight in a state-wide birth cohort. Environ Res 2014, 132:132-139.
    • (2014) Environ Res , vol.132 , pp. 132-139
    • Vinikoor-Imler, L.C.1    Davis, J.A.2    Meyer, R.E.3    Messer, L.C.4    Luben, T.J.5
  • 32
    • 84871673444 scopus 로고    scopus 로고
    • Bayesian spatial-temporal model for cardiac congenital anomalies and ambient air pollution risk assessment
    • Warren J., Fuentes M., Herring A., Langlois P. Bayesian spatial-temporal model for cardiac congenital anomalies and ambient air pollution risk assessment. Environmetrics 2012, 23(8):673-684.
    • (2012) Environmetrics , vol.23 , Issue.8 , pp. 673-684
    • Warren, J.1    Fuentes, M.2    Herring, A.3    Langlois, P.4
  • 33
    • 84902684447 scopus 로고    scopus 로고
    • Air pollution metric analysis while determining susceptible periods of pregnancy for low birth weight
    • Warren J., Fuentes M., Herring A., Langlois P. Air pollution metric analysis while determining susceptible periods of pregnancy for low birth weight. ISRN Obstetrics Gynecology 2013, 2013:1-9.
    • (2013) ISRN Obstetrics Gynecology , vol.2013 , pp. 1-9
    • Warren, J.1    Fuentes, M.2    Herring, A.3    Langlois, P.4
  • 34
    • 13444293000 scopus 로고    scopus 로고
    • Combining information across spatial scales
    • Wikle C.K., Berliner L.M. Combining information across spatial scales. Technometrics 2005, 47(1):80-91.
    • (2005) Technometrics , vol.47 , Issue.1 , pp. 80-91
    • Wikle, C.K.1    Berliner, L.M.2
  • 36
    • 84944137587 scopus 로고    scopus 로고
    • Ambient (outdoor) air quality and health: Fact Sheet 313
    • World Health Organisation. Ambient (outdoor) air quality and health: Fact Sheet 313; 2014. http://www.who.int/mediacentre/factsheets/fs313/en/.
    • (2014)
  • 37
    • 77953266425 scopus 로고    scopus 로고
    • Linking health and environmental data in geographical analysis: it's so much more than centroids
    • Young L.J., Gotway C.A., Yang J., Kearney G., DuClos C. Linking health and environmental data in geographical analysis: it's so much more than centroids. Spatial Spatio-Temporal Epidemiol 2009, 1(1):73-84.
    • (2009) Spatial Spatio-Temporal Epidemiol , vol.1 , Issue.1 , pp. 73-84
    • Young, L.J.1    Gotway, C.A.2    Yang, J.3    Kearney, G.4    DuClos, C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.