Regression and multilayer perceptron-based models to forecast hourly O3 and NO2 levels in the Bilbao area
暂无分享,去创建一个
Gabriel Ibarra-Berastegi | E. Agirre-Basurko | I. Madariaga | G. Ibarra-Berastegi | I. Madariaga | Elena Agirre-Basurko | Elena Agirre-Basurko
[1] Sandra L. Winkler,et al. The impact of an 8 h ozone air quality standard on ROG and NOx controls in Southern California , 1999 .
[2] F ROSENBLATT,et al. The perceptron: a probabilistic model for information storage and organization in the brain. , 1958, Psychological review.
[3] R. Derwent,et al. World wide web site of a master chemical mechanism (MCM) for use in tropospheric chemistry models , 1997 .
[4] Gavin C. Cawley,et al. Extensive evaluation of neural network models for the prediction of NO2 and PM10 concentrations, compared with a deterministic modelling system and measurements in central Helsinki , 2003 .
[5] Jorge Reyes,et al. Prediction of PM2.5 concentrations several hours in advance using neural networks in Santiago, Chile , 2000 .
[6] Gabriel Ibarra-Berastegi,et al. Short-term, real-time forecasting of hourly ozone, NO2 and NO levels by means of multiple linear regression modelling , 2001 .
[7] V. Prybutok,et al. A neural network model forecasting for prediction of daily maximum ozone concentration in an industrialized urban area. , 1996, Environmental pollution.
[8] Asha B. Chelani,et al. Prediction of sulphur dioxide concentration using artificial neural networks , 2002, Environ. Model. Softw..
[9] Ali Elkamel,et al. Measurement and prediction of ozone levels around a heavily industrialized area: a neural network approach , 2001 .
[10] Michael E. Chang,et al. Ozone Predictions in Atlanta, Georgia: Analysis of the 1999 Ozone Season , 2001, Journal of the Air & Waste Management Association.
[11] Aldo Cipriano,et al. Forecasting ozone daily maximum levels at santiago, chile , 1998 .
[12] P. J. Rye. Modelling photochemical smog in the Perth region , 1995 .
[13] Gabriel Ibarra-Berastegi,et al. Long-term changes of ozone and traffic in Bilbao , 2001 .
[14] H. Mayer. Air pollution in cities , 1999 .
[15] D. Palazzo,et al. Europe’s Environment: The Second Assessment, by the Environment Agency, Office for Official Publications of the European Communities, Elsevier, Oxford, United Kingdom, 1998, 293 pp. , 2000 .
[16] W. Pitts,et al. A Logical Calculus of the Ideas Immanent in Nervous Activity (1943) , 2021, Ideas That Created the Future.
[17] M. W Gardner,et al. Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences , 1998 .
[18] Richard D. Scheffe,et al. A review of the development and application of the urban airshed model , 1993 .
[19] Martin T. Hagan,et al. Neural network design , 1995 .
[20] R. Zellner,et al. B. Finlayson‐Pitts, J. N. Pitts, Jr.: Atmospheric Chemistry: Fundamentals and Experimental Techniques, J. Wiley and Sons, New York, Chichester, Brisbane, Toronto and Singapore 1986. 1098 Seiten, Preis: £ 57.45. , 1986 .
[21] Ana Isabel Miranda,et al. Impact of road traffic emissions on air quality of the Lisbon region , 2000 .
[22] R. Simpson,et al. Forecasting peak ozone levels , 1983 .
[23] M. Gardner,et al. Neural network modelling and prediction of hourly NOx and NO2 concentrations in urban air in London , 1999 .
[24] Martin Fodslette Møller,et al. A scaled conjugate gradient algorithm for fast supervised learning , 1993, Neural Networks.
[25] Klaus-Robert Müller,et al. Asymptotic statistical theory of overtraining and cross-validation , 1997, IEEE Trans. Neural Networks.
[26] L. L. Schulman,et al. Hazard Response Modeling Uncertainty (A Quantitative Method) , 1988 .
[27] Marija Zlata Boznar,et al. A neural network-based method for short-term predictions of ambient SO2 concentrations in highly polluted industrial areas of complex terrain , 1993 .
[28] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .
[29] B. Finlayson‐Pitts,et al. Atmospheric chemistry : fundamentals and experimental techniques , 1986 .
[30] Stephen Dorling,et al. Statistical surface ozone models: an improved methodology to account for non-linear behaviour , 2000 .
[31] K. Hsu. Time series analysis of the interdependence among air pollutants , 1992 .