메뉴 건너뛰기




Volumn 144, Issue , 2016, Pages 182-193

Assessing the impact of local meteorological variables on surface ozone in Hong Kong during 2000–2015 using quantile and multiple line regression models

Author keywords

Dominance analysis; Meteorological variables; Multiple linear regression; Ozone; Quantile regression

Indexed keywords

ATMOSPHERIC HUMIDITY; BOUNDARY LAYER FLOW; BOUNDARY LAYERS; LINEAR REGRESSION; OZONE; REGRESSION ANALYSIS; RURAL AREAS; SEA LEVEL; SOLAR RADIATION; URBAN GROWTH;

EID: 84989818919     PISSN: 13522310     EISSN: 18732844     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2016.08.077     Document Type: Article
Times cited : (65)

References (47)
  • 1
    • 0141768106 scopus 로고    scopus 로고
    • The dominance analysis approach for comparing predictors in multiple regression
    • Azen, R., Budescu, D.V., The dominance analysis approach for comparing predictors in multiple regression. Psychol. Methods 8:2 (2003), 129–148.
    • (2003) Psychol. Methods , vol.8 , Issue.2 , pp. 129-148
    • Azen, R.1    Budescu, D.V.2
  • 2
    • 3342910673 scopus 로고    scopus 로고
    • Modelling the effects of meteorological variables on ozone concentration—a quantile regression approach
    • Baur, D., Saisana, M., Schulze, N., Modelling the effects of meteorological variables on ozone concentration—a quantile regression approach. Atmos. Environ. 38 (2004), 4689–4699.
    • (2004) Atmos. Environ. , vol.38 , pp. 4689-4699
    • Baur, D.1    Saisana, M.2    Schulze, N.3
  • 3
    • 12044256695 scopus 로고
    • Dominance analysis: a new approach to the problem of relative importance of predictors in multiple regression
    • Budescu, D.V., Dominance analysis: a new approach to the problem of relative importance of predictors in multiple regression. Psychol. Bull. 114 (1993), 542–551.
    • (1993) Psychol. Bull. , vol.114 , pp. 542-551
    • Budescu, D.V.1
  • 4
    • 77953499380 scopus 로고    scopus 로고
    • Changes in seasonal and diurnal cycles of ozone and temperature in the eastern U.S.
    • Bloomer, B.J., Vinnikov, K.Y., Dickerson, R.R., Changes in seasonal and diurnal cycles of ozone and temperature in the eastern U.S. Atmos. Environ. 44 (2010), 2543–2551.
    • (2010) Atmos. Environ. , vol.44 , pp. 2543-2551
    • Bloomer, B.J.1    Vinnikov, K.Y.2    Dickerson, R.R.3
  • 5
    • 0032464074 scopus 로고    scopus 로고
    • Surface ozone pattern in Hong Kong
    • Chan, L.Y., Chan, C.Y., Qin, Y., Surface ozone pattern in Hong Kong. J. Appl. Meteorology 37 (1998), 1153–1165.
    • (1998) J. Appl. Meteorology , vol.37 , pp. 1153-1165
    • Chan, L.Y.1    Chan, C.Y.2    Qin, Y.3
  • 6
    • 0027787779 scopus 로고
    • Meteorologically adjusted ozone trends in urban areas: a probabilistic approach
    • Cox, W., Chu, S., Meteorologically adjusted ozone trends in urban areas: a probabilistic approach. Atmos. Environ. 27B (1993), 425–434.
    • (1993) Atmos. Environ. , vol.27B , pp. 425-434
    • Cox, W.1    Chu, S.2
  • 7
    • 0029666546 scopus 로고    scopus 로고
    • Assessment of interannual ozone variation in urban areas from a climatological perspective
    • Cox, W., Chu, S., Assessment of interannual ozone variation in urban areas from a climatological perspective. Atmos. Environ. 30 (1996), 2615–2625.
    • (1996) Atmos. Environ. , vol.30 , pp. 2615-2625
    • Cox, W.1    Chu, S.2
  • 11
    • 84885115926 scopus 로고    scopus 로고
    • Transport characteristics and origins of carbon monoxide and ozone in Hong Kong, South China
    • Ding, A., Wang, T., Fu, C., Transport characteristics and origins of carbon monoxide and ozone in Hong Kong, South China. J. Geophys. Res. Atmos. 118 (2013), 9475–9488.
    • (2013) J. Geophys. Res. Atmos. , vol.118 , pp. 9475-9488
    • Ding, A.1    Wang, T.2    Fu, C.3
  • 12
    • 0036843855 scopus 로고    scopus 로고
    • Assessment of ozone variations and meteorological effects in an urban area in the Mediterranean Coast
    • Dueñas, C., Fernández, M.C., Cañete, S., Carretero, J., Liger, E., Assessment of ozone variations and meteorological effects in an urban area in the Mediterranean Coast. Sci. Total Environ. 299 (2002), 97–113.
    • (2002) Sci. Total Environ. , vol.299 , pp. 97-113
    • Dueñas, C.1    Fernández, M.C.2    Cañete, S.3    Carretero, J.4    Liger, E.5
  • 13
    • 84989934433 scopus 로고    scopus 로고
    • Guangdong-Hongkong-Macao Pearl River Delta Regional Air Monitoring Network: A Report of Monitoring Results in 2015:
    • Guangdong-Hongkong-Macao Pearl River Delta Regional Air Monitoring Network: A Report of Monitoring Results in 2015: http://www.smg.gov.mo/smg/airQuality/pdf/PRD_2015_report_EN.pdf.
  • 16
    • 0040844645 scopus 로고
    • Assessment of the independent contributions of predictors
    • Hoffman, P.J., Assessment of the independent contributions of predictors. Psychol. Bull. 59 (1962), 77–80.
    • (1962) Psychol. Bull. , vol.59 , pp. 77-80
    • Hoffman, P.J.1
  • 17
    • 33845680264 scopus 로고    scopus 로고
    • Integrated processes analysis and systematic meteorological classification of ozone episodes in Hong Kong
    • Huang, J.P., Fung, J.C.H., Lau, A.K.H., Integrated processes analysis and systematic meteorological classification of ozone episodes in Hong Kong. J. Geophys. Res. Atmos., 111, 2006, D20309.
    • (2006) J. Geophys. Res. Atmos. , vol.111 , pp. D20309
    • Huang, J.P.1    Fung, J.C.H.2    Lau, A.K.H.3
  • 19
    • 56449085618 scopus 로고    scopus 로고
    • Effect of climate change on air quality
    • Jacob, D.J., Winner, D.A., Effect of climate change on air quality. Atmos. Environ. 43 (2009), 51–63.
    • (2009) Atmos. Environ. , vol.43 , pp. 51-63
    • Jacob, D.J.1    Winner, D.A.2
  • 20
    • 84890676255 scopus 로고    scopus 로고
    • Effects of relative humidity on ozone and secondary organic aerosol formation from the photooxidation of benzene and ethylbenzene
    • Jia, L., Xu, Y., Effects of relative humidity on ozone and secondary organic aerosol formation from the photooxidation of benzene and ethylbenzene. Aerosol Sci. Technol. 48 (2014), 1–12.
    • (2014) Aerosol Sci. Technol. , vol.48 , pp. 1-12
    • Jia, L.1    Xu, Y.2
  • 21
    • 0033587853 scopus 로고    scopus 로고
    • Relative roles of climate and emissions changes on future tropospheric oxidant concentrations
    • Johnson, C.E., Collins, W.J., Stevenson, D.S., Derwent, R.G., Relative roles of climate and emissions changes on future tropospheric oxidant concentrations. J. Geophys. Res. Atmos. 104 (1999), 18631–18645.
    • (1999) J. Geophys. Res. Atmos. , vol.104 , pp. 18631-18645
    • Johnson, C.E.1    Collins, W.J.2    Stevenson, D.S.3    Derwent, R.G.4
  • 22
    • 0040558027 scopus 로고    scopus 로고
    • A heuristic method for estimating the relative weight of predictor variables in multiple regression
    • Johnson, J., A heuristic method for estimating the relative weight of predictor variables in multiple regression. Multivar. Behav. Res. 35 (2000), 1–19.
    • (2000) Multivar. Behav. Res. , vol.35 , pp. 1-19
    • Johnson, J.1
  • 23
    • 58249090591 scopus 로고    scopus 로고
    • A preliminary assessment of the sensitivity of air quality in California to global change
    • Kleeman, M.J., A preliminary assessment of the sensitivity of air quality in California to global change. Clim. Change 87 (2007), S273–S292.
    • (2007) Clim. Change , vol.87 , pp. S273-S292
    • Kleeman, M.J.1
  • 25
    • 0442278021 scopus 로고    scopus 로고
    • Goodness of fit and related inference processes for quantile regression
    • Koenker, R., Machado, J.A., Goodness of fit and related inference processes for quantile regression. J. Am. Stat. Assoc. 94 (1999), 1296–1310.
    • (1999) J. Am. Stat. Assoc. , vol.94 , pp. 1296-1310
    • Koenker, R.1    Machado, J.A.2
  • 26
    • 21544444259 scopus 로고    scopus 로고
    • Applied Linear Regression Models
    • McGraw-Hill Irwin
    • Kutner, M.H., Nachtsheim, C.J., Neter, J., Applied Linear Regression Models. 2004, McGraw-Hill Irwin.
    • (2004)
    • Kutner, M.H.1    Nachtsheim, C.J.2    Neter, J.3
  • 27
    • 0034921629 scopus 로고    scopus 로고
    • Flow patterns influencing the seasonal behavior of surface ozone and carbon monoxide at a coastal site near Hong Kong
    • Lam, K.S., Wang, T.J., Chan, L.Y., Wang, T., Harris, J., Flow patterns influencing the seasonal behavior of surface ozone and carbon monoxide at a coastal site near Hong Kong. Atmos. Environ. 35 (2001), 3121–3135.
    • (2001) Atmos. Environ. , vol.35 , pp. 3121-3135
    • Lam, K.S.1    Wang, T.J.2    Chan, L.Y.3    Wang, T.4    Harris, J.5
  • 28
    • 16244392103 scopus 로고    scopus 로고
    • Study on an ozone episode in hot season in Hong Kong and transboundary air pollution over Pearl River Delta region of China
    • Lam, K.S., Wang, T.J., Wu, C.L., Li, Y.S., Study on an ozone episode in hot season in Hong Kong and transboundary air pollution over Pearl River Delta region of China. Atmos. Environ. 39 (2005), 1967–1977.
    • (2005) Atmos. Environ. , vol.39 , pp. 1967-1977
    • Lam, K.S.1    Wang, T.J.2    Wu, C.L.3    Li, Y.S.4
  • 29
    • 84880613888 scopus 로고    scopus 로고
    • Establishing multiple regression models for ozone sensitivity analysis to temperature variation in Taiwan
    • Liu, P.-W.G., Tsai, J.-H., Lai, H.-C., Tsai, D.-M., Li, L.-W., Establishing multiple regression models for ozone sensitivity analysis to temperature variation in Taiwan. Atmos. Environ. 79 (2013), 225–235.
    • (2013) Atmos. Environ. , vol.79 , pp. 225-235
    • Liu, P.-W.G.1    Tsai, J.-H.2    Lai, H.-C.3    Tsai, D.-M.4    Li, L.-W.5
  • 30
    • 85012446693 scopus 로고    scopus 로고
    • Evaluating the effectiveness of ozone management efforts in the presence of meteorological variability
    • Milanchus, M.L., Rao, S.T., Zurbenko, I.G., Evaluating the effectiveness of ozone management efforts in the presence of meteorological variability. J. Air Waste Manag. Assoc. 48 (1998), 201–215.
    • (1998) J. Air Waste Manag. Assoc. , vol.48 , pp. 201-215
    • Milanchus, M.L.1    Rao, S.T.2    Zurbenko, I.G.3
  • 31
    • 84959423288 scopus 로고    scopus 로고
    • Synoptic and meteorological drivers of extreme ozone concentrations over Europe
    • Otero, N., Sillmann, J., Schnell, J.L., Rust, H.W., Butler, T., Synoptic and meteorological drivers of extreme ozone concentrations over Europe. Environ. Res. Lett. 11 (2016), 1748–9326.
    • (2016) Environ. Res. Lett. , vol.11 , pp. 1748-9326
    • Otero, N.1    Sillmann, J.2    Schnell, J.L.3    Rust, H.W.4    Butler, T.5
  • 32
    • 84942163801 scopus 로고    scopus 로고
    • Investigating the observed sensitivities of air-quality extremes to meteorological drivers via quantile regression
    • Porter, W.C., Heald, C.L., Cooley, D., Russell, B., Investigating the observed sensitivities of air-quality extremes to meteorological drivers via quantile regression. Atmos. Chem. Phys. 15 (2015), 10349–10366.
    • (2015) Atmos. Chem. Phys. , vol.15 , pp. 10349-10366
    • Porter, W.C.1    Heald, C.L.2    Cooley, D.3    Russell, B.4
  • 33
    • 84924406893 scopus 로고    scopus 로고
    • The impacts of precursor reduction and meteorology on ground-level ozone in the Greater Toronto Area
    • Pugliese, S.C., Murphy, J.G., Geddes, J.A., Wang, J.M., The impacts of precursor reduction and meteorology on ground-level ozone in the Greater Toronto Area. Atmos. Chem. Phys. 14 (2014), 8197–8207.
    • (2014) Atmos. Chem. Phys. , vol.14 , pp. 8197-8207
    • Pugliese, S.C.1    Murphy, J.G.2    Geddes, J.A.3    Wang, J.M.4
  • 34
    • 84874357530 scopus 로고    scopus 로고
    • Combining multiple regression and principal component analysis for accurate predictions for column ozone in Peninsular Malaysia
    • Rajab, J.M., MatJafri, M.Z., Lim, H.S., Combining multiple regression and principal component analysis for accurate predictions for column ozone in Peninsular Malaysia. Atmos. Environ. 71 (2013), 36–43.
    • (2013) Atmos. Environ. , vol.71 , pp. 36-43
    • Rajab, J.M.1    MatJafri, M.Z.2    Lim, H.S.3
  • 35
    • 0028043974 scopus 로고
    • Detecting and tracking changes in ozone air quality
    • Rao, S.T., Zurbenko, I.G., Detecting and tracking changes in ozone air quality. J. Air Waste Manag. Assoc. 44 (1994), 1089–1092.
    • (1994) J. Air Waste Manag. Assoc. , vol.44 , pp. 1089-1092
    • Rao, S.T.1    Zurbenko, I.G.2
  • 36
    • 84989920053 scopus 로고
    • Estimating the dimension of a model
    • Schwarz, G., Estimating the dimension of a model. Ann. Statistics 6 (1978), 461–464.
    • (1978) Ann. Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 37
    • 0029471853 scopus 로고
    • Impact of temperature on oxidant photochemistry in urban, polluted rural and remote environments
    • Sillman, S., Samson, P.J., Impact of temperature on oxidant photochemistry in urban, polluted rural and remote environments. J. Geophys. Res. Atmos. 100 (1995), 11497–11508.
    • (1995) J. Geophys. Res. Atmos. , vol.100 , pp. 11497-11508
    • Sillman, S.1    Samson, P.J.2
  • 38
    • 0037400373 scopus 로고    scopus 로고
    • On the local and regional influence on ground-level ozone concentrations in Hong Kong
    • So, K.L., Wang, T., On the local and regional influence on ground-level ozone concentrations in Hong Kong. Environ. Pollut. 123 (2003), 307–317.
    • (2003) Environ. Pollut. , vol.123 , pp. 307-317
    • So, K.L.1    Wang, T.2
  • 40
    • 84882781800 scopus 로고    scopus 로고
    • Characteristics of ozone and its precursors in Northern China: a comparative study of three sites
    • Wang, Y., Hu, B., Tang, G., Ji, D., Zhang, H., Bai, J., Wang, X., Wang, Y., Characteristics of ozone and its precursors in Northern China: a comparative study of three sites. Atmos. Res. 132–133 (2013), 450–459.
    • (2013) Atmos. Res. , vol.132-133 , pp. 450-459
    • Wang, Y.1    Hu, B.2    Tang, G.3    Ji, D.4    Zhang, H.5    Bai, J.6    Wang, X.7    Wang, Y.8
  • 41
    • 0032455362 scopus 로고    scopus 로고
    • Meteorological and chemical characteristics of the photochemical ozone episodes observed at Cape D'Aguilar in Hong Kong
    • Wang, T., Lam, K.S., Lee, A.S.Y., Pang, S.W., Tsui, W.S., Meteorological and chemical characteristics of the photochemical ozone episodes observed at Cape D'Aguilar in Hong Kong. J. Appl. Meteorology 37 (1998), 1167–1178.
    • (1998) J. Appl. Meteorology , vol.37 , pp. 1167-1178
    • Wang, T.1    Lam, K.S.2    Lee, A.S.Y.3    Pang, S.W.4    Tsui, W.S.5
  • 42
    • 78449295973 scopus 로고    scopus 로고
    • Increasing surface ozone concentrations in the background atmosphere of Southern China, 1994–2007
    • Wang, T., Wei, X.L., Ding, A.J., Poon, C.N., Lam, K.S., Li, Y.S., Chan, L.Y., Anson, M., Increasing surface ozone concentrations in the background atmosphere of Southern China, 1994–2007. Atmos. Chem. Phys. 9 (2009), 6217–6227.
    • (2009) Atmos. Chem. Phys. , vol.9 , pp. 6217-6227
    • Wang, T.1    Wei, X.L.2    Ding, A.J.3    Poon, C.N.4    Lam, K.S.5    Li, Y.S.6    Chan, L.Y.7    Anson, M.8
  • 43
    • 0034742625 scopus 로고    scopus 로고
    • A study of surface ozone and the relation to complex wind flow in Hong Kong
    • Wang, T., Wu, Y.Y., Cheung, T.F., Lam, K.S., A study of surface ozone and the relation to complex wind flow in Hong Kong. Atmos. Environ. 35 (2001), 3203–3215.
    • (2001) Atmos. Environ. , vol.35 , pp. 3203-3215
    • Wang, T.1    Wu, Y.Y.2    Cheung, T.F.3    Lam, K.S.4
  • 45
    • 19344368693 scopus 로고    scopus 로고
    • Extending the Kolmogorov–Zurbenko filter: application to ozone, particulate matter, and meteorological trends
    • Wise, E.K., Comrie, A.C., Extending the Kolmogorov–Zurbenko filter: application to ozone, particulate matter, and meteorological trends. J. Air Waste Manag. Assoc. 55 (2005), 1208–1216.
    • (2005) J. Air Waste Manag. Assoc. , vol.55 , pp. 1208-1216
    • Wise, E.K.1    Comrie, A.C.2
  • 46
    • 0035021552 scopus 로고    scopus 로고
    • Surface ozone trends in Hong Kong in 1985–1995
    • Wu, H.W.Y., Chan, L.Y., Surface ozone trends in Hong Kong in 1985–1995. Environ. Int. 26 (2001), 213–222.
    • (2001) Environ. Int. , vol.26 , pp. 213-222
    • Wu, H.W.Y.1    Chan, L.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.