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Original Articles

Ozone Forecasting Using Empirical Modeling

Pages 338-343 | Published online: 14 Mar 2012

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RichardJ. Countess, GeorgeT. Wolff & MichaelR. Whitbeck. (1981) The effect of temperature on ozone formation in the propene/nitrogen dioxide/air system. Journal of Environmental Science and Health . Part A: Environmental Science and Engineering 16:1, pages 1-8.
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Wei Li, Shengyu Kang, Yueqiang Sun, Weihua Bai, Yuhe Wang & Hongqing Song. (2022) A Machine Learning Approach for Air-Quality Forecast by Integrating GNSS Radio Occultation Observation and Weather Modeling. Atmosphere 14:1, pages 58.
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Bala Naga Manikanta Meda & Aneesh Mathew. (2022) Temporal variation analysis, impact of COVID-19 on air pollutant concentrations, and forecasting of air pollutants over the cities of Bangalore and Delhi in India. Arabian Journal of Geosciences 15:8.
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Jingyang Wang, Jiazheng Li, Xiaoxiao Wang, Jue Wang & Min Huang. (2020) Air quality prediction using CT-LSTM. Neural Computing and Applications.
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Meng Gao, Liting Yin & Jicai Ning. (2018) Artificial neural network model for ozone concentration estimation and Monte Carlo analysis. Atmospheric Environment 184, pages 129-139.
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Huiping Peng, Aranildo R. Lima, Andrew Teakles, Jian Jin, Alex J. Cannon & William W. Hsieh. (2016) Evaluating hourly air quality forecasting in Canada with nonlinear updatable machine learning methods. Air Quality, Atmosphere & Health 10:2, pages 195-211.
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A.B.M. Abdullah, David Mitchell & Robert Pavur. (2009) An overview of forecast models evaluation for monitoring air quality management in the State of Texas, USA. Management of Environmental Quality: An International Journal 20:1, pages 73-81.
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Xiekang Wang, Weizhen Lu, Wenjian Wang & Andrew Y.T. Leung. (2003) A study of ozone variation trend within area of affecting human health in Hong Kong. Chemosphere 52:9, pages 1405-1410.
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Weizhen Lu, Xiekang Wang, Wenjian Wang, Andrew Y.T. Leung & Kwokkit Yuen. (2002) A preliminary study of ozone trend and its impact on environment in Hong Kong. Environment International 28:6, pages 503-512.
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Victor R. Prybutok, Junsub Yi & David Mitchell. (2000) Comparison of neural network models with ARIMA and regression models for prediction of Houston's daily maximum ozone concentrations. European Journal of Operational Research 122:1, pages 31-40.
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Jiann-Long Chen, Shafiqul Islam & Pratim Biswas. (1998) Nonlinear dynamics of hourly ozone concentrations. Atmospheric Environment 32:11, pages 1839-1848.
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Ji Ping Shi & Roy M. Harrison. (1997) Regression modelling of hourly NOx and NO2 concentrations in urban air in London. Atmospheric Environment 31:24, pages 4081-4094.
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Nicole Spichtinger, Martin Winterhalter & Peter Fabian. (1996) Ozone and grosswetterlagen. Environmental Science and Pollution Research 3:3, pages 145-152.
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Junsub Yi & Victor R. Prybutok. (1996) A neural network model forecasting for prediction of daily maximum ozone concentration in an industrialized urban area. Environmental Pollution 92:3, pages 349-357.
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A.E. Milionis & T.D. Davies. (1994) Regression and stochastic models for air pollution—I. Review, comments and suggestions. Atmospheric Environment 28:17, pages 2801-2810.
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R.H. Varey, D.J. Ball, A.J. Crane, D.P.H. Laxen & F.J. Sandalls. (1988) Ozone formation in the London plume. Atmospheric Environment (1967) 22:7, pages 1335-1346.
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R.W. Simpson & A.P. Layton. (1983) Forecasting peak ozone levels. Atmospheric Environment (1967) 17:9, pages 1649-1654.
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C.S. Hirtzel & J.E. Quon. (1981) Statistical analysis of continuous ozone measurements. Atmospheric Environment (1967) 15:6, pages 1025-1034.
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Michel M. BenarieMichel M. Benarie. 1980. Urban Air Pollution Modelling. Urban Air Pollution Modelling 170 203 .

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