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Technical Paper

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

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Pages 1202-1210 | Published online: 27 Dec 2011

REFERENCES

  • Rao, S.T.; Zurbenko, I.G. Detecting and Tracking Changes in Ozone Air Quality; J. Air & Waste Manage. Assoc. 1994, 44, 1089–1092.
  • 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.
  • 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.
  • 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/.
  • 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.
  • Hornik, K.; Stinchcoombe, M.; White, H. Multilayer Feed-Forward Networks Are Universal Approximators; Neural Networks 1989, 2, 359–366.
  • Holland, D.M.; Principe, P.P.; Vorburger, L. Rural Ozone: Trends and Exceedances at CASTNet Sites; Environ. Sci. Technol. 1999, 33, 43–48.
  • 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.
  • Bellman, R. Adaptive Control Processes: A Guided Tour; Princeton University Press: Princeton, NJ.
  • Moller, M.F. A Scaled Conjugate Gradient Algorithm for Fast, Supervised Learning; IEEE Trans. Systems, Man and Cybernetics 1991, 2i, 272–280.
  • Moller, M.F. A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning; Neural Networks 1993, 6, 525–533.
  • 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.
  • 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.
  • Gardner, M.W. The Advantages of Artificial Neural Network and Regression Tree-Based Air Quality Models. Ph.D. Thesis, School of Environmental Sciences, University of East Anglia, Norwich, United Kingdom, 1999.

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