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Volumn 150, Issue , 2017, Pages 356-365

Modelling and analysis of ozone concentration by artificial intelligent techniques for estimating air quality

Author keywords

Air quality; ANFIS; Environmental factors; Modelling; Ozone level

Indexed keywords

AIR POLLUTION; AIR QUALITY; ARTIFICIAL INTELLIGENCE; ATMOSPHERIC HUMIDITY; ATMOSPHERIC PRESSURE; ENVIRONMENTAL PROTECTION AGENCY; FUZZY INFERENCE; GREENHOUSE GASES; MODELS; NITROGEN OXIDES; OZONE; POLLUTION; PUBLIC HEALTH; QUALITY CONTROL; SURGE PROTECTION; VOLATILE ORGANIC COMPOUNDS;

EID: 85006165941     PISSN: 13522310     EISSN: 18732844     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2016.11.030     Document Type: Article
Times cited : (66)

References (33)
  • 1
    • 84911478796 scopus 로고    scopus 로고
    • A comparative study on material removal rate by ANFIS and polynomial models in electrical discharge machining process
    • January
    • Al Ghamdi, K., Taylan, O., A comparative study on material removal rate by ANFIS and polynomial models in electrical discharge machining process. Comput. Industrial Eng. 79 (January 2015), 27–41.
    • (2015) Comput. Industrial Eng. , vol.79 , pp. 27-41
    • Al Ghamdi, K.1    Taylan, O.2
  • 2
    • 54749137837 scopus 로고    scopus 로고
    • Air Pollution and Health
    • Imperial College Press London
    • Ayres, J., Maynard, R., Richards, R., Air Pollution and Health. 2006, Imperial College Press, London.
    • (2006)
    • Ayres, J.1    Maynard, R.2    Richards, R.3
  • 3
    • 77957935427 scopus 로고    scopus 로고
    • ENVIRO-HIRLAM: on-line coupled modelling of urban meteorology and air pollution
    • Baklanov, A., Korsholm, U., Mahura, A., Petersen, C., Gross, A., ENVIRO-HIRLAM: on-line coupled modelling of urban meteorology and air pollution. Adv. Sci. Res. 2 (2008), 41–46.
    • (2008) Adv. Sci. Res. , vol.2 , pp. 41-46
    • Baklanov, A.1    Korsholm, U.2    Mahura, A.3    Petersen, C.4    Gross, A.5
  • 4
    • 33645637078 scopus 로고    scopus 로고
    • The exposure-response curve for ozone and risk of mortality and the adequacy of current ozone regulations
    • Bell, M.L., Peng, R.D., Dominici, F., The exposure-response curve for ozone and risk of mortality and the adequacy of current ozone regulations. Environ. Health Perspex 114 (2006), 532–536.
    • (2006) Environ. Health Perspex , vol.114 , pp. 532-536
    • Bell, M.L.1    Peng, R.D.2    Dominici, F.3
  • 5
    • 84877832641 scopus 로고    scopus 로고
    • Quality Improvement
    • ninth ed. Pearson Education Prentice Hall., Cloth
    • Besterfield, D.H., Quality Improvement. ninth ed., 2013, Pearson Education, Prentice Hall., Cloth.
    • (2013)
    • Besterfield, D.H.1
  • 7
    • 0035187875 scopus 로고    scopus 로고
    • Analysis of the relationship between ambient levels of O3, NO2 and NO as a function of NOx in the UK
    • Clapp, L.J., Jenkin, M.E., Analysis of the relationship between ambient levels of O3, NO2 and NO as a function of NOx in the UK. Atmos. Environ. 35 (2001), 6391–6405.
    • (2001) Atmos. Environ. , vol.35 , pp. 6391-6405
    • Clapp, L.J.1    Jenkin, M.E.2
  • 9
    • 85006101322 scopus 로고    scopus 로고
    • Assessment of air pollution using the global pollution index for city of Korça, Albania
    • Damo, R., Icka, P., Assessment of air pollution using the global pollution index for city of Korça, Albania. J. Int. Environ. Appl. Sci. 7 (2012), 858–863.
    • (2012) J. Int. Environ. Appl. Sci. , vol.7 , pp. 858-863
    • Damo, R.1    Icka, P.2
  • 10
    • 79955997516 scopus 로고    scopus 로고
    • A comparison of CMAQ-based and observation-based statistical models relating ozone to meteorological factors
    • Davis, J., Cox, W., Reff, A., Dolwick, P., A comparison of CMAQ-based and observation-based statistical models relating ozone to meteorological factors. Atmos. Environ. 45 (2011), 3481–3487.
    • (2011) Atmos. Environ. , vol.45 , pp. 3481-3487
    • Davis, J.1    Cox, W.2    Reff, A.3    Dolwick, P.4
  • 11
    • 42649094788 scopus 로고    scopus 로고
    • The influence of European pollution on ozone in the Near East and northern Africa
    • Duncan, B.N., West, J.J., Fiore, A.M., Ziemke, J.R., The influence of European pollution on ozone in the Near East and northern Africa. Atmos. Chem. Phys. 8 (2008), 2267–2283.
    • (2008) Atmos. Chem. Phys. , vol.8 , pp. 2267-2283
    • Duncan, B.N.1    West, J.J.2    Fiore, A.M.3    Ziemke, J.R.4
  • 12
    • 0003472428 scopus 로고
    • Neural Fuzzy Systems
    • Abo Akademi University Abo Gardner, M.W., Dorling, S.R., 1998. Artificial neural network (the multi layer perception)-a review of applications in the atmospheric sciences. Atmospheric Environment 32, 2627– 2636
    • Fuller, A.D., Neural Fuzzy Systems. 1995, Abo Akademi University, Abo Gardner, M.W., Dorling, S.R., 1998. Artificial neural network (the multi layer perception)-a review of applications in the atmospheric sciences. Atmospheric Environment 32, 2627– 2636.
    • (1995)
    • Fuller, A.D.1
  • 13
    • 0033081112 scopus 로고    scopus 로고
    • Neural network modelling and prediction of hourly NOx and NO2 concentration in urban air in London
    • Gardner, M.W., Dorling, S.R., Neural network modelling and prediction of hourly NOx and NO2 concentration in urban air in London. Atmos. Environ. 33 (1999), 709–719.
    • (1999) Atmos. Environ. , vol.33 , pp. 709-719
    • Gardner, M.W.1    Dorling, S.R.2
  • 14
    • 0033962994 scopus 로고    scopus 로고
    • Statistical surface ozone models: an improved methodology to account for nonlinear behavior
    • Gardner, M.W., Dorling, S.R., Statistical surface ozone models: an improved methodology to account for nonlinear behavior. Atmos. Environ. 34 (2000), 21–34.
    • (2000) Atmos. Environ. , vol.34 , pp. 21-34
    • Gardner, M.W.1    Dorling, S.R.2
  • 15
    • 79953134571 scopus 로고    scopus 로고
    • Analysis of the relationship between O3, NO and NO2 in Tianjin, China
    • Han, S., Bian, H., Feng, Y., Liu, A., Li, X., Zeng, F., Zhang, X., Analysis of the relationship between O3, NO and NO2 in Tianjin, China. Aerosol Air Qual. Res. 11 (2011), 128–139.
    • (2011) Aerosol Air Qual. Res. , vol.11 , pp. 128-139
    • Han, S.1    Bian, H.2    Feng, Y.3    Liu, A.4    Li, X.5    Zeng, F.6    Zhang, X.7
  • 16
    • 0003753097 scopus 로고    scopus 로고
    • Neuro-fuzzy and Soft Computing
    • Prentice Hall New Jersey
    • Jang, J.S.R., Sun, C.T., Mizutani, E., Neuro-fuzzy and Soft Computing. 1997, Prentice Hall, New Jersey.
    • (1997)
    • Jang, J.S.R.1    Sun, C.T.2    Mizutani, E.3
  • 19
    • 33947368263 scopus 로고    scopus 로고
    • A synthesis of AOT40-based response functions and critical levels of ozone for agricultural and horticultural crops
    • Mills, G., Buse, A., Gimeno, B., Bermejo, V., Holland, M., Emberson, L., Pleijel, H., A synthesis of AOT40-based response functions and critical levels of ozone for agricultural and horticultural crops. Atmos. Environ. 41 (2007), 2630–2643.
    • (2007) Atmos. Environ. , vol.41 , pp. 2630-2643
    • Mills, G.1    Buse, A.2    Gimeno, B.3    Bermejo, V.4    Holland, M.5    Emberson, L.6    Pleijel, H.7
  • 21
    • 0034740217 scopus 로고    scopus 로고
    • Prediction of sulfur dioxide concentration at a site near Downtown Santiago, Chile
    • Perez, P., Prediction of sulfur dioxide concentration at a site near Downtown Santiago, Chile. Atmos. Environ. 35 (2001), 4929–4935.
    • (2001) Atmos. Environ. , vol.35 , pp. 4929-4935
    • Perez, P.1
  • 22
    • 85006114908 scopus 로고    scopus 로고
    • Presidency of Meteorology and Environment, Jeddah, Saudi Arabia,.
    • PME, 2013, Presidency of Meteorology and Environment, Jeddah, Saudi Arabia, www.pme.gov.sa.
    • (2013)
  • 23
    • 85006152729 scopus 로고    scopus 로고
    • The influence of temperature and relative humidity on indoor ozone concentrations during the Harmattan
    • Quansah, E., Amekudzi, L.K., Preko, K., The influence of temperature and relative humidity on indoor ozone concentrations during the Harmattan. J. Emerg. Trends Eng. Appl. Sci. 3:5 (2012), 863–867.
    • (2012) J. Emerg. Trends Eng. Appl. Sci. , vol.3 , Issue.5 , pp. 863-867
    • Quansah, E.1    Amekudzi, L.K.2    Preko, K.3
  • 24
    • 84155163176 scopus 로고    scopus 로고
    • Surface ozone-temperature relationships in the Eastern US: a monthly climatology for evaluating chemistry-climate models
    • Rasmussen, D.J., Fiore, A.M., Naik, V., Horowitz, L.W., McGinnis, S.J., Schultz, M.G., Surface ozone-temperature relationships in the Eastern US: a monthly climatology for evaluating chemistry-climate models. Atmos. Environ. 47:2012 (2012), 142–153.
    • (2012) Atmos. Environ. , vol.47 , Issue.2012 , pp. 142-153
    • Rasmussen, D.J.1    Fiore, A.M.2    Naik, V.3    Horowitz, L.W.4    McGinnis, S.J.5    Schultz, M.G.6
  • 25
    • 0033180916 scopus 로고    scopus 로고
    • Artificial neural networks for the identification of unknown air pollution sources
    • Reich, S.L., Gomez, D.R., Dawidowski, L.E., Artificial neural networks for the identification of unknown air pollution sources. Atmosh. Environ. 33 (1999), 3045–3052.
    • (1999) Atmosh. Environ. , vol.33 , pp. 3045-3052
    • Reich, S.L.1    Gomez, D.R.2    Dawidowski, L.E.3
  • 26
    • 33745374276 scopus 로고    scopus 로고
    • Fuzzy Logic for Engineering Applications
    • second ed. John Wiley & Sons
    • Ross, T.J., Fuzzy Logic for Engineering Applications. second ed., 2004, John Wiley & Sons, 628.
    • (2004) , pp. 628
    • Ross, T.J.1
  • 27
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its application to modelling and control
    • Tagaki, T., Sugeno, M., Fuzzy identification of systems and its application to modelling and control. IEEE Trans. Syst. Men Cybern. 15 (1985), 116–132.
    • (1985) IEEE Trans. Syst. Men Cybern. , vol.15 , pp. 116-132
    • Tagaki, T.1    Sugeno, M.2
  • 28
    • 85006142317 scopus 로고    scopus 로고
    • Assessing air quality in Jeddah by modeling suspended PM10 concentration
    • Taylan, O., Assessing air quality in Jeddah by modeling suspended PM10 concentration. J. Int. Environ. Appl. Sci. 8:3 (2013), 326–335.
    • (2013) J. Int. Environ. Appl. Sci. , vol.8 , Issue.3 , pp. 326-335
    • Taylan, O.1
  • 29
    • 84892415674 scopus 로고    scopus 로고
    • Prediction of air quality for sustainable environment by artificial intelligent techniques
    • Taylan, O., Prediction of air quality for sustainable environment by artificial intelligent techniques. Energy Educ. Sci. Technol. Part A Energy Sci. Res. 31:3 (2013), 1635–1652.
    • (2013) Energy Educ. Sci. Technol. Part A Energy Sci. Res. , vol.31 , Issue.3 , pp. 1635-1652
    • Taylan, O.1
  • 30
    • 85006099478 scopus 로고    scopus 로고
    • Fuzzy Modeling and Control of a Ceramic Production Subsystem
    • Ph.D. Thesis Sakarya University Scien & Tech. Int. (English Abstract)
    • Taylan, O., Fuzzy Modeling and Control of a Ceramic Production Subsystem. Ph.D. Thesis, 1999, Sakarya University Scien & Tech. Int., 1–146 (English Abstract).
    • (1999) , pp. 1-146
    • Taylan, O.1
  • 31
    • 32644475359 scopus 로고    scopus 로고
    • Neural and fuzzy model performance evaluation of a dynamic production system
    • Taylan, O., Neural and fuzzy model performance evaluation of a dynamic production system. Int. J. Prod. Res. 44 (2006), 1093–1105.
    • (2006) Int. J. Prod. Res. , vol.44 , pp. 1093-1105
    • Taylan, O.1
  • 33
    • 33646424119 scopus 로고    scopus 로고
    • Adaptive neuro-fuzzy based modelling for prediction of air pollution daily levels in city of Zonguldak
    • Yildirim, Y., Bayramoglu, M., Adaptive neuro-fuzzy based modelling for prediction of air pollution daily levels in city of Zonguldak. Chemosphere 63 (2006), 1575–1582.
    • (2006) Chemosphere , vol.63 , pp. 1575-1582
    • Yildirim, Y.1    Bayramoglu, M.2


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