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Volumn 6, Issue 2, 2015, Pages 245-253

Prediction of surface ozone episodes using clusters based generalized linear mixed effects models in Houston-Galveston-Brazoria area, Texas

Author keywords

Cluster Analysis; Generalized linear mixed effects models; Ozone exceedances; Random effects

Indexed keywords


EID: 84923194527     PISSN: 13091042     EISSN: None     Source Type: Journal    
DOI: 10.5094/APR.2015.029     Document Type: Article
Times cited : (21)

References (37)
  • 2
    • 29344470519 scopus 로고    scopus 로고
    • A cluster aggregation scheme for ozone episode selection in the San Francisco, CA Bay Area
    • Beaver, S., Palazoglu, A., 2006a. A cluster aggregation scheme for ozone episode selection in the San Francisco, CA Bay Area. Atmospheric Environment 40, 713-725.
    • (2006) Atmospheric Environment , vol.40 , pp. 713-725
    • Beaver, S.1    Palazoglu, A.2
  • 3
    • 33846261587 scopus 로고    scopus 로고
    • Cluster analysis of hourly wind measurements to reveal synoptic regimes affecting air quality
    • Beaver, S., Palazoglu, A., 2006b. Cluster analysis of hourly wind measurements to reveal synoptic regimes affecting air quality. Journal of Applied Meteorology and Climatology 45, 1710-1726.
    • (2006) Journal of Applied Meteorology and Climatology , vol.45 , pp. 1710-1726
    • Beaver, S.1    Palazoglu, A.2
  • 5
    • 33845618126 scopus 로고    scopus 로고
    • Evaluation of air quality models for the simulation of a high ozone episode in the Houston metropolitan area
    • Byun, D.W., Kim, S.T., Kim, S.B., 2007. Evaluation of air quality models for the simulation of a high ozone episode in the Houston metropolitan area. Atmospheric Environment 41, 837-853.
    • (2007) Atmospheric Environment , vol.41 , pp. 837-853
    • Byun, D.W.1    Kim, S.T.2    Kim, S.B.3
  • 6
    • 0032851008 scopus 로고    scopus 로고
    • An enhanced ozone forecasting model using air mass trajectory analysis
    • Cobourn, W.G., Hubbard, M.C., 1999. An enhanced ozone forecasting model using air mass trajectory analysis. Atmospheric Environment 33, 4663-4674.
    • (1999) Atmospheric Environment , vol.33 , pp. 4663-4674
    • Cobourn, W.G.1    Hubbard, M.C.2
  • 7
    • 0002339965 scopus 로고
    • Photochemical reactions initiated by and influencing ozone in unpolluted tropospheric air
    • Crutzen, P.J., 1974. Photochemical reactions initiated by and influencing ozone in unpolluted tropospheric air. Tellus 26, 47-57.
    • (1974) Tellus , vol.26 , pp. 47-57
    • Crutzen, P.J.1
  • 8
    • 31944439613 scopus 로고    scopus 로고
    • Cluster analysis of surface winds in Houston, Texas, and the impact of wind patterns on ozone
    • Darby, L.S., 2005. Cluster analysis of surface winds in Houston, Texas, and the impact of wind patterns on ozone. Journal of Applied Meteorology 44, 1788-1806.
    • (2005) Journal of Applied Meteorology , vol.44 , pp. 1788-1806
    • Darby, L.S.1
  • 9
    • 0033167857 scopus 로고    scopus 로고
    • A model for predicting maximum and 8 h average ozone in Houston
    • Davis, J.M., Speckman, P., 1999. A model for predicting maximum and 8 h average ozone in Houston. Atmospheric Environment 33, 2487-2500.
    • (1999) Atmospheric Environment , vol.33 , pp. 2487-2500
    • Davis, J.M.1    Speckman, P.2
  • 10
    • 0032145424 scopus 로고    scopus 로고
    • Modeling the effects of meteorology on ozone in Houston using cluster analysis and generalized additive models
    • Davis, J.M., Eder, B.K., Nychka, D., Yang, Q., 1998. Modeling the effects of meteorology on ozone in Houston using cluster analysis and generalized additive models. Atmospheric Environment 32, 2505-2520.
    • (1998) Atmospheric Environment , vol.32 , pp. 2505-2520
    • Davis, J.M.1    Eder, B.K.2    Nychka, D.3    Yang, Q.4
  • 11
    • 28944448519 scopus 로고    scopus 로고
    • The next generation of NWP: Explicit forecasts of convection using the weather research and forecasting (WRF) model
    • Done, J., Davis, C.A., Weisman, M., 2004. The next generation of NWP: Explicit forecasts of convection using the weather research and forecasting (WRF) model. Atmospheric Science Letters 5, 110-117.
    • (2004) Atmospheric Science Letters , vol.5 , pp. 110-117
    • Done, J.1    Davis, C.A.2    Weisman, M.3
  • 12
    • 0034131756 scopus 로고    scopus 로고
    • Meteorological factors of ozone predictability at Houston, Texas
    • Draxler, R.R., 2000. Meteorological factors of ozone predictability at Houston, Texas. Journal of the Air & Waste Management Association 50, 259-271.
    • (2000) Journal of the Air & Waste Management Association , vol.50 , pp. 259-271
    • Draxler, R.R.1
  • 15
    • 0034124542 scopus 로고    scopus 로고
    • Ozone: A trigger for hospital pediatric asthma emergency room visits
    • Fauroux, B., Sampil, M., Quenel, P., Lemoullec, Y., 2000. Ozone: A trigger for hospital pediatric asthma emergency room visits. Pediatric Pulmonology 30, 41-46.
    • (2000) Pediatric Pulmonology , vol.30 , pp. 41-46
    • Fauroux, B.1    Sampil, M.2    Quenel, P.3    Lemoullec, Y.4
  • 16
    • 79952246361 scopus 로고    scopus 로고
    • Ozone concentration forecast method based on genetic algorithm optimized back propagation neural networks and support vector machine data classification
    • Feng, Y., Zhang, W.F., Sun, D.Z., Zhang, L.Q., 2011. Ozone concentration forecast method based on genetic algorithm optimized back propagation neural networks and support vector machine data classification. Atmospheric Environment 45, 1979-1985.
    • (2011) Atmospheric Environment , vol.45 , pp. 1979-1985
    • Feng, Y.1    Zhang, W.F.2    Sun, D.Z.3    Zhang, L.Q.4
  • 19
    • 0033626773 scopus 로고    scopus 로고
    • Ozone and other secondary photochemical pollutants: Chemical processes governing their formation in the planetary boundary layer
    • Jenkin, M.E., Clemitshaw, K.C., 2000. Ozone and other secondary photochemical pollutants: Chemical processes governing their formation in the planetary boundary layer. Atmospheric Environment 34, 2499-2527.
    • (2000) Atmospheric Environment , vol.34 , pp. 2499-2527
    • Jenkin, M.E.1    Clemitshaw, K.C.2
  • 20
    • 79960298001 scopus 로고    scopus 로고
    • Meta-analysis of the association between short-term exposure to ambient ozone and respiratory hospital admissions
    • Ji, M., Cohan, D.S., Bell, M.L., 2011. Meta-analysis of the association between short-term exposure to ambient ozone and respiratory hospital admissions. Environmental Research Letters 6, art. no. 024006.
    • (2011) Environmental Research Letters , vol.6
    • Ji, M.1    Cohan, D.S.2    Bell, M.L.3
  • 21
    • 4344652306 scopus 로고    scopus 로고
    • Modeling the effects of VOC and NOx emission sources on ozone formation in Houston during the TexAQS 2000 field campaign
    • Jiang, G.F., Fast, J.D., 2004. Modeling the effects of VOC and NOx emission sources on ozone formation in Houston during the TexAQS 2000 field campaign. Atmospheric Environment 38, 5071-5085.
    • (2004) Atmospheric Environment , vol.38 , pp. 5071-5085
    • Jiang, G.F.1    Fast, J.D.2
  • 22
    • 77954177592 scopus 로고    scopus 로고
    • An examination of sensitivity of WRF/Chem predictions to physical parameterizations, horizontal grid spacing, and nesting options
    • Misenis, C., Zhang, Y., 2010. An examination of sensitivity of WRF/Chem predictions to physical parameterizations, horizontal grid spacing, and nesting options. Atmospheric Research 97, 315-334.
    • (2010) Atmospheric Research , vol.97 , pp. 315-334
    • Misenis, C.1    Zhang, Y.2
  • 23
    • 77957267101 scopus 로고    scopus 로고
    • Air quality warnings and outdoor activities: Evidence from Southern California using a regression discontinuity design
    • Neidell, M., 2010. Air quality warnings and outdoor activities: Evidence from Southern California using a regression discontinuity design. Journal of Epidemiology and Community Health 64, 921-926.
    • (2010) Journal of Epidemiology and Community Health , vol.64 , pp. 921-926
    • Neidell, M.1
  • 24
    • 0033880828 scopus 로고    scopus 로고
    • Comparison of neural network models with ARIMA and regression models for prediction of Houston's daily maximum ozone concentrations
    • Prybutok, V.R., Yi, J.S., Mitchell, D., 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, 31-40.
    • (2000) European Journal of Operational Research , vol.122 , pp. 31-40
    • Prybutok, V.R.1    Yi, J.S.2    Mitchell, D.3
  • 25
    • 0026806616 scopus 로고
    • A hybrid neural network-first principles approach to process modeling
    • Psichogios, D.C., Ungar, L.H., 1992. A hybrid neural network-first principles approach to process modeling. AIChE Journal 38, 1499-1511.
    • (1992) Aiche Journal , vol.38 , pp. 1499-1511
    • Psichogios, D.C.1    Ungar, L.H.2
  • 27
    • 0035284320 scopus 로고    scopus 로고
    • Analysis of incomplete climate data: Estimation of mean values and covariance matrices and imputation of missing values
    • Schneider, T., 2001. Analysis of incomplete climate data: Estimation of mean values and covariance matrices and imputation of missing values. Journal of Climate 14, 853-871.
    • (2001) Journal of Climate , vol.14 , pp. 853-871
    • Schneider, T.1
  • 29
    • 84923191327 scopus 로고    scopus 로고
    • An investigation of the factors affecting the ozone concentrations in an urban environment
    • Sfetsos, A., Vlachogiannis, D., Gounaris, N., 2013. An investigation of the factors affecting the ozone concentrations in an urban environment. Atmospheric and Climate Sciences 3, 11-17.
    • (2013) Atmospheric and Climate Sciences , vol.3 , pp. 11-17
    • Sfetsos, A.1    Vlachogiannis, D.2    Gounaris, N.3
  • 30
    • 84884952307 scopus 로고    scopus 로고
    • Prediction of 8 h-average ozone concentration using a supervised hidden Markov model combined with generalized linear models
    • Sun, W., Zhang, H., Palazoglu, A., 2013. Prediction of 8 h-average ozone concentration using a supervised hidden Markov model combined with generalized linear models. Atmospheric Environment 81, 199-208.
    • (2013) Atmospheric Environment , vol.81 , pp. 199-208
    • Sun, W.1    Zhang, H.2    Palazoglu, A.3
  • 34
    • 84903935117 scopus 로고    scopus 로고
    • Ozone pollution prediction around industrial areas using fuzzy neural network approach
    • Zahedi, G., Saba, S., Elkamel, A., Bahadori, A., 2014. Ozone pollution prediction around industrial areas using fuzzy neural network approach. CLEAN-Soil Air Water 42, 871-879.
    • (2014) Clean-Soil Air Water , vol.42 , pp. 871-879
    • Zahedi, G.1    Saba, S.2    Elkamel, A.3    Bahadori, A.4
  • 35
    • 41149153431 scopus 로고    scopus 로고
    • Forecasting skewed biased stochastic ozone days: Analyses, solutions and beyond
    • Zhang, K., Fan, W., 2008. Forecasting skewed biased stochastic ozone days: Analyses, solutions and beyond. Knowledge and Information Systems 14, 299-326.
    • (2008) Knowledge and Information Systems , vol.14 , pp. 299-326
    • Zhang, K.1    Fan, W.2
  • 37
    • 34848825441 scopus 로고    scopus 로고
    • Impacts of meteorological uncertainties on ozone pollution predictability estimated through meteorological and photochemical ensemble forecasts
    • Zhang, F.Q., Bei, N.F., Nielsen-Gammon, J.W., Li, G.H., Zhang, R.Y., Stuart, A., Aksoy, A., 2007. Impacts of meteorological uncertainties on ozone pollution predictability estimated through meteorological and photochemical ensemble forecasts. Journal of Geophysical Research-Atmospheres 112, art. no. D04304.
    • (2007) Journal of Geophysical Research-Atmospheres , vol.112
    • Zhang, F.Q.1    Bei, N.F.2    Nielsen-Gammon, J.W.3    Li, G.H.4    Zhang, R.Y.5    Stuart, A.6    Aksoy, A.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.