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Volumn 51, Issue 8, 2001, Pages 1202-1210

Artificial Neural Network-Derived Trends in Daily Maximum Surface Ozone Concentrations

Author keywords

[No Author keywords available]

Indexed keywords

METEOROLOGY; NEURAL NETWORKS; REGRESSION ANALYSIS;

EID: 0034895854     PISSN: 10473289     EISSN: None     Source Type: Journal    
DOI: 10.1080/10473289.2001.10464338     Document Type: Article
Times cited : (22)

References (14)
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    • Rao, S.T.1    Zurbenko, I.G.2
  • 2
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    • 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 Manage. Assoc. 1998, 48, 201-215.
    • (1998) J. Air &Waste Manage. Assoc , vol.48 , pp. 201-215
    • Milanchus, M.L.1    Rao, S.T.2    Zurbenko, I.G.3
  • 3
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    • Separating Different Scales of Motion in Time Series of Meteorological Variables
    • Eskridge, R.E.; Ku, J.Y.; Rao, S.T.; Porter, P.S.; Zurbenko, I.G. Separating Different Scales of Motion in Time Series of Meteorological Variables; Bull. Am. Meteorol. Soc. 1997, 78 (7), 1473-1483.
    • (1997) Bull. Am. Meteorol. Soc , vol.78 , Issue.7 , pp. 1473-1483
    • Eskridge, R.E.1    Ku, J.Y.2    Rao, S.T.3    Porter, P.S.4    Zurbenko, I.G.5
  • 4
    • 0004397633 scopus 로고    scopus 로고
    • Ozone Air Quality over North America: A Critical Review of Trend Detection Techniques and Assessment
    • Critical Review paper submitted to Atmospheric Environment, currently available from NARSTO home page
    • Rao, S.T.; Porter, P.S.; Zurbenko, I.G.; Dunker, A.M.; Wolff, G.T. Ozone Air Quality over North America: A Critical Review of Trend Detection Techniques and Assessment; Technical Report, North American Research Strategy for Tropospheric Ozone (NARSTO), 1998. Critical Review paper submitted to Atmospheric Environment, currently available from NARSTO home page: http://www.cgenv.com/Narsto/.
    • (1998) Technical Report, North American Research Strategy for Tropospheric Ozone (NARSTO)
    • Rao, S.T.1    Porter, P.S.2    Zurbenko, I.G.3    Dunker, A.M.4    Wolff, G.T.5
  • 5
    • 0032146239 scopus 로고    scopus 로고
    • Artificial Neural Networks (The Multilayer Perceptron)—A Review of Applications in the Atmospheric Sciences
    • Gardner, M.W.; Dorling, S.R. Artificial Neural Networks (The Multilayer Perceptron)—A Review of Applications in the Atmospheric Sciences; Atmos. Environ. 1998, 32 (14-15), 2627-2636.
    • (1998) Atmos. Environ , vol.32 , Issue.14-15 , pp. 2627-2636
    • Gardner, M.W.1    Dorling, S.R.2
  • 6
    • 0024880831 scopus 로고
    • Multilayer Feed-Forward Networks Are Universal Approximators
    • Hornik, K.; Stinchcoombe, M.; White, H. Multilayer Feed-Forward Networks Are Universal Approximators; Neural Networks 1989, 2, 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcoombe, M.2    White, H.3
  • 8
    • 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. 2000, 34 (2000), 21-34.
    • (2000) Atmos. Environ , vol.2000 , Issue.34 , pp. 21-34
    • Gardner, M.W.1    Dorling, S.R.2
  • 10
    • 0000759644 scopus 로고
    • A Scaled Conjugate Gradient Algorithm for Fast, Supervised Learning
    • Moller, M.F. A Scaled Conjugate Gradient Algorithm for Fast, Supervised Learning; IEEE Trans. Systems, Man and Cybernetics 1991, 21, 272-280.
    • (1991) IEEE Trans. Systems, Man and Cybernetics , vol.21 , pp. 272-280
    • Moller, M.F.1
  • 11
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    • A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning
    • Moller, M.F. A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning; Neural Networks 1993, 6, 525-533.
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    • Moller, M.F.1
  • 12
    • 0003271452 scopus 로고
    • Stopped Training and Other Remedies for Over-Fitting
    • Available via
    • Sarle, W.S. Stopped Training and Other Remedies for Over-Fitting. In Proceedings of the 27th Symposium on the Interface, 1995. Available via ftp://ftp.sas.com/pub/neural/inter95.ps.Z.
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    • Sarle, W.S.1
  • 13
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    • Neural Network Modeling of the Influence of Local Meteorology on Surface Ozone Concentrations
    • 1996, Abrahart, R.J., Ed
    • Gardner, M.W.; Dorling, S.R. Neural Network Modeling of the Influence of Local Meteorology on Surface Ozone Concentrations. In Proceedings 1st International Conference on GeoComputation, 1996, Abrahart, R.J., Ed.; pp 359-370.
    • Proceedings 1St International Conference on Geocomputation , pp. 359-370
    • Gardner, M.W.1    Dorling, S.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.