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Journal of the Air & Waste Management Association Volume 51, 2001 - Issue 8
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Technical Paper

Ozone Predictions in Atlanta, Georgia: Analysis of the 1999 Ozone Season

Carlos Cardelino School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, USA
,
Michael Chang School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, USA
,
Jim St. John School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, USA
,
Bill Murphey School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, USA
,
Jeff Cordle School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, USA
,
Rafael Ballagas Air Protection Branch, Georgia Department of Natural Resources, Atlanta, USA
,
Lynda Patterson Air Protection Branch, Georgia Department of Natural Resources, Atlanta, USA
,
Ken Powell Air Protection Branch, Georgia Department of Natural Resources, Atlanta, USA
,
Jim Stogner Air Protection Branch, Georgia Department of Natural Resources, Atlanta, USA
&
Susan Zimmer-Dauphinee Air Protection Branch, Georgia Department of Natural Resources, Atlanta, USA
 show all
Pages 1227-1236 | Published online: 27 Dec 2011

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Tracey Leah Laban, Pieter Gideon Van Zyl, Johan Paul Beukes, Santtu Mikkonen, Leonard Santana, Miroslav Josipovic, Ville Vakkari, Anne M. Thompson, Markku Kulmala & Lauri Laakso. (2020) Statistical analysis of factors driving surface ozone variability over continental South Africa. Journal of Integrative Environmental Sciences 17:3, pages 1-28.
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Miaomiao Ren, Wei Sun & Shu Chen. (2021) Combining machine learning models through multiple data division methods for PM2.5 forecasting in Northern Xinjiang, China. Environmental Monitoring and Assessment 193:8.
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Bo Zhang, Hanwen Zhang, Gengming Zhao & Jie Lian. (2020) Constructing a PM2.5 concentration prediction model by combining auto-encoder with Bi-LSTM neural networks. Environmental Modelling & Software 124, pages 104600.
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Anis Ben Ishak, Zaineb Moslah & Abdelwahed Trabelsi. (2016) Analysis and prediction of $$\mathrm{PM}_{10}$$ PM 10 concentration levels in Tunisia using statistical learning approaches. Environmental and Ecological Statistics 23:3, pages 469-490.
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Doreena Dominick, Hafizan Juahir, Mohd Talib Latif, Sharifuddin M. Zain & Ahmad Zaharin Aris. (2012) Spatial assessment of air quality patterns in Malaysia using multivariate analysis. Atmospheric Environment 60, pages 172-181.
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A. Vlachogianni, P. Kassomenos, Ari Karppinen, S. Karakitsios & Jaakko Kukkonen. (2011) Evaluation of a multiple regression model for the forecasting of the concentrations of NOx and PM10 in Athens and Helsinki. Science of The Total Environment 409:8, pages 1559-1571.
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Jeremy E. Diem, Melissa A. Hursey, Imani R. Morris, Amanda C. Murray & Ricardo A. Rodriguez. (2010) Upper-Level Atmospheric Circulation Patterns and Ground-Level Ozone in the Atlanta Metropolitan Area. Journal of Applied Meteorology and Climatology 49:11, pages 2185-2196.
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Kenan YildirimYusuf Ulcay & Osman Kopmaz. (2009) Forming Regression-based Mathematical Models to Predict PET POY Yarn Properties in the Case of Changing Production Parameters. Textile Research Journal 80:5, pages 411-421.
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Atilla Akkoyunlu, Kaan Yetilmezsoy, Ferruh Erturk & Ercan Oztemel. (2010) A neural network-based approach for the prediction of urban SO<SUB align=right>2 concentrations in the Istanbul metropolitan area. International Journal of Environment and Pollution 40:4, pages 301.
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N. Blond, K. F. Boersma, H. J. Eskes, R. J. van der A, M. Van Roozendael, I. De Smedt, G. Bergametti & R. Vautard. (2007) Intercomparison of SCIAMACHY nitrogen dioxide observations, in situ measurements and air quality modeling results over Western Europe. Journal of Geophysical Research: Atmospheres 112:D10.
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M. Talat Odman, Yongtao Hu, Michael E. Chang & Armistead G. Russell. 2007. Air Pollution Modeling and Its Application XVIII. Air Pollution Modeling and Its Application XVIII 220 229 .
E. Agirre-Basurko, G. Ibarra-Berastegi & I. Madariaga. (2006) Regression and multilayer perceptron-based models to forecast hourly O3 and NO2 levels in the Bilbao area. Environmental Modelling & Software 21:4, pages 430-446.
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M. E. Cope, G. D. Hess, S. Lee, K. Tory, M. Azzi, J. Carras, W. Lilley, P. C. Manins, P. Nelson, L. Ng, K. Puri, N. Wong, S. Walsh & M. Young. (2004) The Australian Air Quality Forecasting System. Part I: Project Description and Early Outcomes. Journal of Applied Meteorology 43:5, pages 649-662.
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N. Blond. (2004) Three-dimensional ozone analyses and their use for short-term ozone forecasts. Journal of Geophysical Research 109:D17.
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