메뉴 건너뛰기




Volumn 102, Issue 1-2, 2011, Pages 57-65

Multivariate methods for ground-level ozone modeling

Author keywords

Kocaeli; Multiple regression analysis; Ozone; Principle component analysis; Statistical analysis

Indexed keywords

BIVARIATE CORRELATIONS; CORRELATION COEFFICIENT; GROUND LEVEL; GROUND-LEVEL OZONE; INPUT VARIABLES; KOCAELI; METEOROLOGICAL PARAMETERS; MULTIPLE REGRESSION ANALYSIS; MULTIVARIATE METHODS; MULTIVARIATE STATISTICAL METHOD; NEGATIVE CORRELATION; PEARSON CORRELATION COEFFICIENTS; POSITIVE CORRELATIONS; PRINCIPLE COMPONENT; PRINCIPLE COMPONENT ANALYSIS; WIND DIRECTIONS; WIND SPEED;

EID: 80052864439     PISSN: 01698095     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.atmosres.2011.06.005     Document Type: Article
Times cited : (51)

References (45)
  • 2
    • 0035264740 scopus 로고    scopus 로고
    • IER photochemical smog evaluation and forecasting of short-term ozone pollution levels with artificial neural networks
    • Abdul-Wahab S.A. IER photochemical smog evaluation and forecasting of short-term ozone pollution levels with artificial neural networks. Trans IChemE. 2001, 79:117-128.
    • (2001) Trans IChemE. , vol.79 , pp. 117-128
    • Abdul-Wahab, S.A.1
  • 3
    • 0036224943 scopus 로고    scopus 로고
    • Assessment and prediction of tropospheric ozone concentration levels using artificial neural networks
    • Abdul-Wahab S.A., Al-Alawi S.M. Assessment and prediction of tropospheric ozone concentration levels using artificial neural networks. Environ. Model. & Soft. 2002, 17:219-228.
    • (2002) Environ. Model. & Soft. , vol.17 , pp. 219-228
    • Abdul-Wahab, S.A.1    Al-Alawi, S.M.2
  • 4
    • 16244417840 scopus 로고    scopus 로고
    • Principal component and multiple regression analysis in modelling of ground-level ozone and factors affecting its concentrations
    • Abdul-Wahab S.A., Bakheitb C.S., Al-Alawi S.M. Principal component and multiple regression analysis in modelling of ground-level ozone and factors affecting its concentrations. Environ. Model. & Soft. 2005, 20:263-1271.
    • (2005) Environ. Model. & Soft. , vol.20 , pp. 263-1271
    • Abdul-Wahab, S.A.1    Bakheitb, C.S.2    Al-Alawi, S.M.3
  • 5
    • 84864521588 scopus 로고    scopus 로고
    • Use of neural networks for tropospheric ozone time series approximation and forecasting - a review
    • Argiriou A.A. Use of neural networks for tropospheric ozone time series approximation and forecasting - a review. Atmos. Chem. & Phys. Diss. 2007, 7:5739-5767.
    • (2007) Atmos. Chem. & Phys. Diss. , vol.7 , pp. 5739-5767
    • Argiriou, A.A.1
  • 6
    • 33845298516 scopus 로고    scopus 로고
    • A discussion of the spatial and temporal variability of ozone concentrations along the front range of Colorado, University of Colorado at Boulder
    • Blankinship D.J. A discussion of the spatial and temporal variability of ozone concentrations along the front range of Colorado, University of Colorado at Boulder. Program in Atmospheric and Oceanic Sciences 1996.
    • (1996) Program in Atmospheric and Oceanic Sciences
    • Blankinship, D.J.1
  • 7
    • 0030772767 scopus 로고    scopus 로고
    • Ozone personal exposures and health effects for selected groups residing in the Fraser Valley
    • Brauer M., Brook J.R. Ozone personal exposures and health effects for selected groups residing in the Fraser Valley. Atmos. Environ. 1997, 31:2113-2121.
    • (1997) Atmos. Environ. , vol.31 , pp. 2113-2121
    • Brauer, M.1    Brook, J.R.2
  • 8
    • 34247142338 scopus 로고    scopus 로고
    • A regional modelling study of the high ozone episode of June 2001 in southern Ontari
    • Brulfert G., Galvez O., Yang F., Sloan J.J. A regional modelling study of the high ozone episode of June 2001 in southern Ontari. Atmos. Environ. 2007, 41:3777-3788.
    • (2007) Atmos. Environ. , vol.41 , pp. 3777-3788
    • Brulfert, G.1    Galvez, O.2    Yang, F.3    Sloan, J.J.4
  • 11
    • 0034324985 scopus 로고    scopus 로고
    • Air quality in Norwich, UK: multi-scale modeling to assess the significance of city, county and regional pollution sources
    • Chatterton T., Dorling S., Lovett A., Stephenson M. Air quality in Norwich, UK: multi-scale modeling to assess the significance of city, county and regional pollution sources. Environ. Monit. Assess. 2000, 65:425-433.
    • (2000) Environ. Monit. Assess. , vol.65 , pp. 425-433
    • Chatterton, T.1    Dorling, S.2    Lovett, A.3    Stephenson, M.4
  • 12
    • 60549102661 scopus 로고    scopus 로고
    • Statistical persistence analysis of hourly ground level ozone concentrations in Delhi
    • Chelani A.B. Statistical persistence analysis of hourly ground level ozone concentrations in Delhi. Atmos. Res. 2009, 92:244-250.
    • (2009) Atmos. Res. , vol.92 , pp. 244-250
    • Chelani, A.B.1
  • 13
    • 0020330342 scopus 로고
    • Application of prognostic meteorological variables to forecasts of daily maximum one-hour ozone concentrations in the northeastern United States
    • Clark T.L., Karl T.R. Application of prognostic meteorological variables to forecasts of daily maximum one-hour ozone concentrations in the northeastern United States. J. Appl. Meteor. 1982, 21:1662-1671.
    • (1982) J. Appl. Meteor. , vol.21 , pp. 1662-1671
    • Clark, T.L.1    Karl, T.R.2
  • 15
    • 56249109054 scopus 로고    scopus 로고
    • Surface ozone variability over western Maharashtra
    • Debaje S.B., Kakadeb A.D. Surface ozone variability over western Maharashtra. India. J. Hazard. Mater. 2009, 161:686-700.
    • (2009) India. J. Hazard. Mater. , vol.161 , pp. 686-700
    • Debaje, S.B.1    Kakadeb, A.D.2
  • 17
    • 39649117956 scopus 로고    scopus 로고
    • Concentration, sources and ozone formation potential of volatile organic compounds (VOCs) during ozone episode in Beijing
    • Duan J., Tan J., Yang L., Wu S., Hao J. Concentration, sources and ozone formation potential of volatile organic compounds (VOCs) during ozone episode in Beijing. Atmos. Res. 2008, 88:25-35.
    • (2008) Atmos. Res. , vol.88 , pp. 25-35
    • Duan, J.1    Tan, J.2    Yang, L.3    Wu, S.4    Hao, J.5
  • 18
    • 48349142137 scopus 로고    scopus 로고
    • Incorporating PCA and fuzzy-ART techniques into achieve organism classification based on codon usage consideration
    • Hsieha K.-L., Yang I.-C. Incorporating PCA and fuzzy-ART techniques into achieve organism classification based on codon usage consideration. Comput. Biol. Med. 2008, 38:886-893.
    • (2008) Comput. Biol. Med. , vol.38 , pp. 886-893
    • Hsieha, K.-L.1    Yang, I.-C.2
  • 19
    • 34547843077 scopus 로고    scopus 로고
    • Temporal variations in surface ozone and its precursors and meteorological effects at an urban site in China
    • Jun T., Xia Z.G., Wang H., Li W. Temporal variations in surface ozone and its precursors and meteorological effects at an urban site in China. Atmos. Res. 2007, 85:310-337.
    • (2007) Atmos. Res. , vol.85 , pp. 310-337
    • Jun, T.1    Xia, Z.G.2    Wang, H.3    Li, W.4
  • 20
    • 71749095340 scopus 로고    scopus 로고
    • The fuzzy ART algorithm: a categorization method for supplier evaluation and selection
    • Keskin G.A., Ilhan S., Özkan Ç. The fuzzy ART algorithm: a categorization method for supplier evaluation and selection. Expet Syst Appl. 2010, 37:1235-1240.
    • (2010) Expet Syst Appl. , vol.37 , pp. 1235-1240
    • Keskin, G.A.1    Ilhan, S.2    Özkan, Ç.3
  • 21
    • 67349096785 scopus 로고    scopus 로고
    • Impact of meteorological factors on ozone concentrations modelled by time series analysis and multivariate statistical methods
    • Kovač-Andrić E., Brana J., Gvozdić V. Impact of meteorological factors on ozone concentrations modelled by time series analysis and multivariate statistical methods. Ecol. Inf. 2009, 4:117-122.
    • (2009) Ecol. Inf. , vol.4 , pp. 117-122
    • Kovač-Andrić, E.1    Brana, J.2    Gvozdić, V.3
  • 22
    • 77955708582 scopus 로고    scopus 로고
    • A material supplier selection model for property developers using Fuzzy Principal Component Analysis
    • Lam K.C., Tao R., Lam M.C.K. A material supplier selection model for property developers using Fuzzy Principal Component Analysis. Auto. in Const. 2010, 19:608-618.
    • (2010) Auto. in Const. , vol.19 , pp. 608-618
    • Lam, K.C.1    Tao, R.2    Lam, M.C.K.3
  • 25
    • 77956996285 scopus 로고
    • Ozone health effects and emerging issues in relation to standards setting
    • Lippmann M. Ozone health effects and emerging issues in relation to standards setting. Stu. in Environ. Sci. 1989, 35:21-33.
    • (1989) Stu. in Environ. Sci. , vol.35 , pp. 21-33
    • Lippmann, M.1
  • 26
    • 33745714336 scopus 로고    scopus 로고
    • Prediction of daily maximum ozone concentrations from meteorological conditions using a two-stage neural network
    • Lu H.-C., Hsieh J.-C., Chang T.-S. Prediction of daily maximum ozone concentrations from meteorological conditions using a two-stage neural network. Atmos. Res. 2006, 81:124-139.
    • (2006) Atmos. Res. , vol.81 , pp. 124-139
    • Lu, H.-C.1    Hsieh, J.-C.2    Chang, T.-S.3
  • 27
    • 0032599871 scopus 로고    scopus 로고
    • Air pollution in cities
    • Mayer H. Air pollution in cities. Atmos. Environ. 1999, 33:4029-4037.
    • (1999) Atmos. Environ. , vol.33 , pp. 4029-4037
    • Mayer, H.1
  • 28
    • 44749090828 scopus 로고    scopus 로고
    • Assessment of ambient air quality in Eskişehir
    • Ozden O., Dogeroglu T., Kara S. Assessment of ambient air quality in Eskişehir. Turkey. Environ. Int. 2008, 34:678-687.
    • (2008) Turkey. Environ. Int. , vol.34 , pp. 678-687
    • Ozden, O.1    Dogeroglu, T.2    Kara, S.3
  • 29
    • 33748439911 scopus 로고    scopus 로고
    • Impact of ozone on Mediterranean forests: a review
    • Paoletti E. Impact of ozone on Mediterranean forests: a review. Environ. Pollut. 2006, 144:463-474.
    • (2006) Environ. Pollut. , vol.144 , pp. 463-474
    • Paoletti, E.1
  • 30
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to systems of points in space
    • Pearson K. On lines and planes of closest fit to systems of points in space. Philos. Mag. 1901, 2:559-572.
    • (1901) Philos. Mag. , vol.2 , pp. 559-572
    • Pearson, K.1
  • 34
    • 0026564069 scopus 로고
    • Effects of regional air pollution on crops in Italy
    • Schenone G., Lorenzini G. Effects of regional air pollution on crops in Italy. Agric. Ecosyst. Environ. 1992, 38:51-59.
    • (1992) Agric. Ecosyst. Environ. , vol.38 , pp. 51-59
    • Schenone, G.1    Lorenzini, G.2
  • 36
    • 46749155052 scopus 로고    scopus 로고
    • Observational study of surface ozone at an urban site in East China
    • Shan W., Yin Y., Zhang J., Ding Y. Observational study of surface ozone at an urban site in East China. Atmos. Res. 2008, 89:252-261.
    • (2008) Atmos. Res. , vol.89 , pp. 252-261
    • Shan, W.1    Yin, Y.2    Zhang, J.3    Ding, Y.4
  • 37
    • 67649231133 scopus 로고    scopus 로고
    • A meteorological analysis of ozone episodes using HYSPLIT model and surface data
    • Shan W., Yin Y., Lu H., Liang S. A meteorological analysis of ozone episodes using HYSPLIT model and surface data. Atmos. Res. 2009, 93:767-776.
    • (2009) Atmos. Res. , vol.93 , pp. 767-776
    • Shan, W.1    Yin, Y.2    Lu, H.3    Liang, S.4
  • 38
    • 0343907347 scopus 로고    scopus 로고
    • Regression modelling of hourly NOx and NO2 concentrations in urban air in London
    • Shi J.P., Harrison R.M. Regression modelling of hourly NOx and NO2 concentrations in urban air in London. Atmos. Environ. 1997, 31:4081-4094.
    • (1997) Atmos. Environ. , vol.31 , pp. 4081-4094
    • Shi, J.P.1    Harrison, R.M.2
  • 39
    • 33745994904 scopus 로고    scopus 로고
    • Prediction of ozone concentrations in Oporto city with statistical approaches
    • Sousa S.I.V., Martins F.G., Pereira M.C., Alvim-Ferraz M.C.M. Prediction of ozone concentrations in Oporto city with statistical approaches. Chemosphere 2006, 64:1141-1149.
    • (2006) Chemosphere , vol.64 , pp. 1141-1149
    • Sousa, S.I.V.1    Martins, F.G.2    Pereira, M.C.3    Alvim-Ferraz, M.C.M.4
  • 40
    • 33749247555 scopus 로고    scopus 로고
    • Multiple linear regression and artificial neural networks based on principal components to predict ozone concentrations
    • Sousa S.I.V., Martins F.G., Alvim-Ferraz M.C.M., Pereira M.C. Multiple linear regression and artificial neural networks based on principal components to predict ozone concentrations. Environ. Model. & Soft. 2007, 22:97-103.
    • (2007) Environ. Model. & Soft. , vol.22 , pp. 97-103
    • Sousa, S.I.V.1    Martins, F.G.2    Alvim-Ferraz, M.C.M.3    Pereira, M.C.4
  • 41
    • 79954568271 scopus 로고    scopus 로고
    • Accounting for local meteorological effects in the ozone time-series of Lovozero (Kola Peninsula)
    • Tarasova O.A., Karpetchko A.Y. Accounting for local meteorological effects in the ozone time-series of Lovozero (Kola Peninsula). Atmos. Chem. Phys. Discuss. 2003, 655-676.
    • (2003) Atmos. Chem. Phys. Discuss. , pp. 655-676
    • Tarasova, O.A.1    Karpetchko, A.Y.2
  • 42
    • 0024771420 scopus 로고
    • Principal component analysis for particulate source resolution in cleanrooms
    • November/ December
    • Tian Y.I., Biswas P., Pratsinis S.E., Hsieh W.M. Principal component analysis for particulate source resolution in cleanrooms. J. Environ. Sci. 1989, 22-27. November/ December,.
    • (1989) J. Environ. Sci. , pp. 22-27
    • Tian, Y.I.1    Biswas, P.2    Pratsinis, S.E.3    Hsieh, W.M.4
  • 43
    • 80052867548 scopus 로고    scopus 로고
    • TUIK, (Statistical Department of Turkey), [online] . Accessed 2010.
    • TUIK, (Statistical Department of Turkey), [online] . Accessed 2010. http://tuikapp.tuik.gov.tr/adnksdagitapp/adnks.zul.
  • 44
    • 0033968322 scopus 로고    scopus 로고
    • Evaluation of the distribution of mercury in lakes in Nova Scotia and Newfoundland
    • Vaidya O.C., Howell G.D., Leger D.A. Evaluation of the distribution of mercury in lakes in Nova Scotia and Newfoundland. Water, Air, and Soil Pollut. 2000, 117:353-369.
    • (2000) Water, Air, and Soil Pollut. , vol.117 , pp. 353-369
    • Vaidya, O.C.1    Howell, G.D.2    Leger, D.A.3
  • 45
    • 38849184208 scopus 로고    scopus 로고
    • Identifying sources of soil inorganic pollutants on a regional scale using a multivariate statistical approach: role of pollutant migration and soil physicochemical properties
    • Zhang C., Wu L., Luo Y., Zhang H., Christie P. Identifying sources of soil inorganic pollutants on a regional scale using a multivariate statistical approach: role of pollutant migration and soil physicochemical properties. Environ. Pollut. 2008, 151:470-476.
    • (2008) Environ. Pollut. , vol.151 , pp. 470-476
    • Zhang, C.1    Wu, L.2    Luo, Y.3    Zhang, H.4    Christie, P.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.