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Volumn 3, Issue 2, 2012, Pages 170-179

Predicting violations of national ambient air quality standards using extreme value theory for Delhi city

Author keywords

Air quality standards; Extreme value theory; Gumbel distribution; Statistical modeling; Time series; Type I asymptotic distribution

Indexed keywords


EID: 84882784711     PISSN: 13091042     EISSN: None     Source Type: Journal    
DOI: 10.5094/APR.2012.017     Document Type: Article
Times cited : (13)

References (70)
  • 2
    • 0023064184 scopus 로고
    • The limits of air pollution modeling
    • Benarie, M.M., 1987. The limits of air pollution modeling. Atmospheric Environment 21, 1-5.
    • (1987) Atmospheric Environment , vol.21 , pp. 1-5
    • Benarie, M.M.1
  • 5
    • 0017138505 scopus 로고
    • On frequency distributions of air pollutant concentrations
    • Bencala, K.E., Seinfeld, J.H., 1976. On frequency distributions of air pollutant concentrations. Atmospheric Environment 10, 941-950.
    • (1976) Atmospheric Environment , vol.10 , pp. 941-950
    • Bencala, K.E.1    Seinfeld, J.H.2
  • 7
    • 0018843333 scopus 로고
    • Prediction of air pollution frequency distribution. 1. Lognormal model
    • Cats, G.J., Holtslag, A.A.M., 1980. Prediction of air pollution frequency distribution. 1. Lognormal model. Atmospheric Environment 14, 255-258.
    • (1980) Atmospheric Environment , vol.14 , pp. 255-258
    • Cats, G.J.1    Holtslag, A.A.M.2
  • 8
    • 0022554244 scopus 로고
    • Estimating extreme values of air quality data using different fitted distributions
    • Chock, D.P., Sluchak, P.S., 1986. Estimating extreme values of air quality data using different fitted distributions. Atmospheric Environment 20, 989-993.
    • (1986) Atmospheric Environment , vol.20 , pp. 989-993
    • Chock, D.P.1    Sluchak, P.S.2
  • 9
    • 0022264314 scopus 로고
    • Statistics of extreme values of air quality a simulation study
    • Chock, D.P., 1985. Statistics of extreme values of air quality a simulation study. Atmospheric Environment 19, 1713-1724.
    • (1985) Atmospheric Environment , vol.19 , pp. 1713-1724
    • Chock, D.P.1
  • 10
    • 0021641267 scopus 로고
    • Statistics of extreme values of a 1st-order Markov normal process-an exact result
    • Chock, D.P., 1984. Statistics of extreme values of a 1st-order Markov normal process-an exact result. Atmospheric Environment 18, 2461-2470.
    • (1984) Atmospheric Environment , vol.18 , pp. 2461-2470
    • Chock, D.P.1
  • 11
    • 0020344553 scopus 로고
    • On the non-randomness of high pollution days
    • Chock, D.P., 1982. On the non-randomness of high pollution days. Atmospheric Environment 16, 2855-2862.
    • (1982) Atmospheric Environment , vol.16 , pp. 2855-2862
    • Chock, D.P.1
  • 13
    • 0027787779 scopus 로고
    • Meteorologically adjusted ozone trends in urban areas-a probabilistic approach
    • Cox, W.M., Chu, S.H., 1993. Meteorologically adjusted ozone trends in urban areas-a probabilistic approach. Atmospheric Environment Part B-Urban Atmosphere 27, 425-434.
    • (1993) Atmospheric Environment Part B-Urban Atmosphere , vol.27 , pp. 425-434
    • Cox, W.M.1    Chu, S.H.2
  • 14
    • 33748323379 scopus 로고    scopus 로고
    • A Loss function approach to identifying environmental exceedances
    • Craigmile, P.F., Cressie, N., Santner, T.J., Rao, Y., 2006. A Loss function approach to identifying environmental exceedances. Extremes 8, 143-159.
    • (2006) Extremes , vol.8 , pp. 143-159
    • Craigmile, P.F.1    Cressie, N.2    Santner, T.J.3    Rao, Y.4
  • 15
    • 84882756684 scopus 로고
    • The impact of models on decision making: An assessment of the role of models in air quality planning
    • (edited by Fronza, G. and Melli, P.), October, 1979, Pergamon Press, Oxford
    • Dennis, R.L., 1982a. The impact of models on decision making: an assessment of the role of models in air quality planning. Proceedings of IIASA Workshop on Mathematical Models for Planning and Control of Air Quality (edited by Fronza, G. and Melli, P.), October, 1979, Pergamon Press, Oxford.
    • (1982) Proceedings of IIASA Workshop on Mathematical Models for Planning and Control of Air Quality
    • Dennis, R.L.1
  • 19
    • 84958156266 scopus 로고
    • Limiting forms of the frequency distribution of the largest or smallest member of a sample
    • Fisher, R.A., Tippett, L.H.C., 1928. Limiting forms of the frequency distribution of the largest or smallest member of a sample. Proceedings of the Cambridge Philosophical Society 24, 180-190.
    • (1928) Proceedings of the Cambridge Philosophical Society , vol.24 , pp. 180-190
    • Fisher, R.A.1    Tippett, L.H.C.2
  • 23
    • 22344448360 scopus 로고    scopus 로고
    • Statistical models for monitoring and regulating ground-level ozone
    • Gilleland, E., Nychka, D., 2005. Statistical models for monitoring and regulating ground-level ozone. Environmetrics 16, 535-546.
    • (2005) Environmetrics , vol.16 , pp. 535-546
    • Gilleland, E.1    Nychka, D.2
  • 24
    • 0000005110 scopus 로고
    • Sur la distribution limite du terme maximum d'une serie aleatoire
    • Gnedenko, R., 1943. Sur la distribution limite du terme maximum d'une serie aleatoire. Annals of Mathematics 44, 423-453.
    • (1943) Annals of Mathematics , vol.44 , pp. 423-453
    • Gnedenko, R.1
  • 25
    • 0004255286 scopus 로고
    • Columbia University Press, Columbia
    • Gumbel, E.J., 1958. Statistics of Extremes. Columbia University Press, Columbia, 395 pp.
    • (1958) Statistics of Extremes. , pp. 395
    • Gumbel, E.J.1
  • 27
    • 0037383477 scopus 로고    scopus 로고
    • Assessing changes to the probability distribution of sulphur dioxide in the UK using a lognormal model
    • Hadley, A., Toumi, R., 2003. Assessing changes to the probability distribution of sulphur dioxide in the UK using a lognormal model. Atmospheric Environment 37, 1461-1474.
    • (2003) Atmospheric Environment , vol.37 , pp. 1461-1474
    • Hadley, A.1    Toumi, R.2
  • 28
    • 0036010587 scopus 로고    scopus 로고
    • A simple model which predicts some non-linear features between atmospheric sulphur and sulphur emissions
    • Hadley, A., Toumi, R., 2002. A simple model which predicts some non-linear features between atmospheric sulphur and sulphur emissions. Environmental Pollution 119, 365-374.
    • (2002) Environmental Pollution , vol.119 , pp. 365-374
    • Hadley, A.1    Toumi, R.2
  • 29
    • 0019081258 scopus 로고
    • Extreme values from a non-stationary stochastic process: An application to air quality analysis
    • Horowitz, J., 1980. Extreme values from a non-stationary stochastic process: an application to air quality analysis. Technometrics 22, 469-478.
    • (1980) Technometrics , vol.22 , pp. 469-478
    • Horowitz, J.1
  • 30
    • 0022113451 scopus 로고
    • Estimation of the generalized extreme-value distribution by the method of probability-weighted moments
    • Hosking, J.R.M., Wallis, J.R., Wood, E.F., 1985. Estimation of the generalized extreme-value distribution by the method of probability-weighted moments. Technometrics 27, 251-261.
    • (1985) Technometrics , vol.27 , pp. 251-261
    • Hosking, J.R.M.1    Wallis, J.R.2    Wood, E.F.3
  • 33
    • 0004663083 scopus 로고
    • Identification, estimation, and simulation of frequency distributions of pollutant concentrations for air quality management
    • (edited by Cheremisinoff, P.N.), Gulf Publishing Company, Houston, Texas, USA
    • Jakeman, A.J., Taylor, J.A., 1989. Identification, estimation, and simulation of frequency distributions of pollutant concentrations for air quality management. Encyclopaedia of Environmental Control Technology (Air Pollution Control-Vol-II) (edited by Cheremisinoff, P.N.), Gulf Publishing Company, Houston, Texas, USA.
    • (1989) Encyclopaedia of Environmental Control Technology (Air Pollution Control-Vol-II)
    • Jakeman, A.J.1    Taylor, J.A.2
  • 34
    • 0023794176 scopus 로고
    • Modeling distributions of air pollutant concentrations.3. The hybrid deterministic-statistical distribution approach
    • Jakeman, A.J., Simpson, R.W., Taylor, J.A., 1988. Modeling distributions of air pollutant concentrations.3. The hybrid deterministic-statistical distribution approach. Atmospheric Environment 22, 163-174.
    • (1988) Atmospheric Environment , vol.22 , pp. 163-174
    • Jakeman, A.J.1    Simpson, R.W.2    Taylor, J.A.3
  • 37
    • 0023541330 scopus 로고
    • Statistical distribution modelling: Function, methods and application to air quality management
    • Jun, B., Jakeman, A.J., Taylor, J. A., 1988. Statistical distribution modelling: function, methods and application to air quality management. Mathematics and Computers in Simulation 30, 3-9.
    • (1988) Mathematics and Computers in Simulation , vol.30 , pp. 3-9
    • Jun, B.1    Jakeman, A.J.2    Taylor, J.A.3
  • 40
    • 0034319040 scopus 로고    scopus 로고
    • Changes in the extremes in an ensemble of transient climate simulations with a coupled atmosphere ocean GCM
    • Kharin, V.V., Zwiers, F.W., 2000. Changes in the extremes in an ensemble of transient climate simulations with a coupled atmosphere ocean GCM. Journal of Climate 13, 3760-3788.
    • (2000) Journal of Climate , vol.13 , pp. 3760-3788
    • Kharin, V.V.1    Zwiers, F.W.2
  • 41
    • 0005952433 scopus 로고
    • Battelle Press, Macmillan Publishing Company, New York
    • Kinnison, R.R., 1984. Applied Extreme Value Statistics. Battelle Press, Macmillan Publishing Company, New York, p. 149.
    • (1984) Applied Extreme Value Statistics , pp. 149
    • Kinnison, R.R.1
  • 44
    • 0038693437 scopus 로고    scopus 로고
    • Predicting the exceedances of a critical PM10 concentrationan-a case study in Taiwan
    • Lu, H.C., Fang, G.C., 2003. Predicting the exceedances of a critical PM10 concentrationan-a case study in Taiwan. Atmospheric Environment 37, 3491-3499.
    • (2003) Atmospheric Environment , vol.37 , pp. 3491-3499
    • Lu, H.C.1    Fang, G.C.2
  • 45
    • 0036136633 scopus 로고    scopus 로고
    • The statistical characters of PM10 concentrations in Taiwan area
    • Lu, H.C., 2002. The statistical characters of PM10 concentrations in Taiwan area. Atmospheric Environment 36, 491-502.
    • (2002) Atmospheric Environment , vol.36 , pp. 491-502
    • Lu, H.C.1
  • 46
    • 0011167279 scopus 로고
    • La distribution de la plus grande de n valeurs
    • Mises, R.V., 1954. La distribution de la plus grande de n valeurs. American Mathematical Society, 271-294.
    • (1954) American Mathematical Society , pp. 271-294
    • Mises, R.V.1
  • 47
    • 0033167893 scopus 로고    scopus 로고
    • Statistical distributions for air pollutant applied to the study of the particulate problem in Santiago
    • Morel, B., Yeh, S., Cifuentes, L., 1999. Statistical distributions for air pollutant applied to the study of the particulate problem in Santiago. Atmospheric Environment 33, 2575-2585.
    • (1999) Atmospheric Environment , vol.33 , pp. 2575-2585
    • Morel, B.1    Yeh, S.2    Cifuentes, L.3
  • 49
    • 0018906321 scopus 로고
    • Prediction of air pollution frequency distribution. 2. Gaussian plume model
    • Nieuwstadt, F.T.M., 1980. Prediction of air pollution frequency distribution. 2. Gaussian plume model. Atmospheric Environment 14, 259-265.
    • (1980) Atmospheric Environment , vol.14 , pp. 259-265
    • Nieuwstadt, F.T.M.1
  • 52
    • 0030706588 scopus 로고    scopus 로고
    • Short-time fuzzy DAP predictor for air pollution due to vehicular traffic
    • (Edited by Jose, R.S. and Brebbia, C.A.), First International Conference on Environmental Pollution MMMEP 97, Computational Mechanics Publications, Southampton, Boston
    • Raimondi, F.M., Rando, F., Vitale, M.C., Calcara, A.M.V., 1997a. Short-time fuzzy DAP predictor for air pollution due to vehicular traffic. In Measurements and Modelling in Environmental Pollution. (Edited by Jose, R.S. and Brebbia, C.A.) pp. 189-200, First International Conference on Environmental Pollution MMMEP 97, Computational Mechanics Publications, Southampton, Boston.
    • (1997) In Measurements and Modelling in Environmental Pollution. , pp. 189-200
    • Raimondi, F.M.1    Rando, F.2    Vitale, M.C.3    Calcara, A.M.V.4
  • 53
    • 0030676324 scopus 로고    scopus 로고
    • (Edited by Jose, R.S. and Brebbia, C.A.), First International Conference on Environmental Pollution MMMEP 97, Computational Mechanics Publications, Southampton, Boston
    • Raimondi, F.M., Rando, F., Vitale, M.C., Calcara, A.M.V., 1997b. Measurements and Modelling in Environmental Pollution. (Edited by Jose, R.S. and Brebbia, C.A.) pp. 261-272, First International Conference on Environmental Pollution MMMEP 97, Computational Mechanics Publications, Southampton, Boston.
    • (1997) Measurements and Modelling in Environmental Pollution , pp. 261-272
    • Raimondi, F.M.1    Rando, F.2    Vitale, M.C.3    Calcara, A.M.V.4
  • 54
    • 0018480967 scopus 로고
    • Review, of statistics of extreme values with applications to air quality data. Part I: Review
    • Roberts, E.M., 1979a. Review, of statistics of extreme values with applications to air quality data. Part I: review. Journal of the Air Pollution Control Association 29, 632-637.
    • (1979) Journal of the Air Pollution Control Association , vol.29 , pp. 632-637
    • Roberts, E.M.1
  • 55
    • 0018331964 scopus 로고
    • Review, of statistics of extreme values with applications to air quality data. Part II: Application
    • Roberts, E.M., 1979b. Review, of statistics of extreme values with applications to air quality data. Part II: application. Journal of the Air Pollution Control Association 29, 733-740.
    • (1979) Journal of the Air Pollution Control Association , vol.29 , pp. 733-740
    • Roberts, E.M.1
  • 56
    • 0035043175 scopus 로고    scopus 로고
    • Statistical distributions of particulate matter and the error associated with sampling frequency
    • Rumburg, B., Alldredge, R., Claiborn, C., 2001. Statistical distributions of particulate matter and the error associated with sampling frequency. Atmospheric Environment 35, 2907-2920.
    • (2001) Atmospheric Environment , vol.35 , pp. 2907-2920
    • Rumburg, B.1    Alldredge, R.2    Claiborn, C.3
  • 58
    • 0032788785 scopus 로고    scopus 로고
    • Application of extreme value theory for predicting violations of air quality standards for an urban road intersection
    • Sharma, P., Khare, M., Chakrabarti, S.P., 1999. Application of extreme value theory for predicting violations of air quality standards for an urban road intersection. Transportation Research Part D-Transport and Environment 4, 201-216.
    • (1999) Transportation Research Part D-Transport and Environment , vol.4 , pp. 201-216
    • Sharma, P.1    Khare, M.2    Chakrabarti, S.P.3
  • 59
    • 0025243325 scopus 로고
    • An analysis of the long-term trend in ozone data from 2 Houston, Texas monitoring sites
    • Shively, T.S., 1990. An analysis of the long-term trend in ozone data from 2 Houston, Texas monitoring sites. Atmospheric Environment Part B-Urban Atmosphere 24, 293-301.
    • (1990) Atmospheric Environment Part B-Urban Atmosphere , vol.24 , pp. 293-301
    • Shively, T.S.1
  • 60
    • 0015376603 scopus 로고
    • Extreme values from a lognormal law with application to air pollution problems
    • Singpurwalla, N.D., 1972. Extreme values from a lognormal law with application to air pollution problems. Technometrics 14, 703-711.
    • (1972) Technometrics , vol.14 , pp. 703-711
    • Singpurwalla, N.D.1
  • 61
    • 0028972640 scopus 로고
    • Point process approach to modeling trends in tropospheric ozone based on exceedances of a high-threshold
    • Smith, R.L., Shively, T.S., 1995. Point process approach to modeling trends in tropospheric ozone based on exceedances of a high-threshold. Atmospheric Environment 29, 3489-3499.
    • (1995) Atmospheric Environment , vol.29 , pp. 3489-3499
    • Smith, R.L.1    Shively, T.S.2
  • 63
    • 84972496066 scopus 로고
    • Extreme value analysis of environmental time series: An application to trend detection in ground level ozone
    • Smith, R.L., 1989. Extreme value analysis of environmental time series: an application to trend detection in ground level ozone. Statistical Science 4, 367-377.
    • (1989) Statistical Science , vol.4 , pp. 367-377
    • Smith, R.L.1
  • 64
    • 0022923232 scopus 로고
    • Extreme value theory based on the r largest annual events
    • Smith, R.L., 1986. Extreme value theory based on the r largest annual events. Journal of Hydrology 86, 27-43.
    • (1986) Journal of Hydrology , vol.86 , pp. 27-43
    • Smith, R.L.1
  • 67
    • 0023523243 scopus 로고
    • The prediction of the numbers of violations of standards and the frequency of air-pollution episodes using extreme value theory
    • Surman, P.G., Bodero, J., Simpson, R.W., 1987. The prediction of the numbers of violations of standards and the frequency of air-pollution episodes using extreme value theory. Atmospheric Environment 21, 1843-1848.
    • (1987) Atmospheric Environment , vol.21 , pp. 1843-1848
    • Surman, P.G.1    Bodero, J.2    Simpson, R.W.3
  • 69
    • 0020935354 scopus 로고
    • Uncertainty in predictions from air quality models
    • Venkatram, A., 1983. Uncertainty in predictions from air quality models. Boundary-Layer Meteorology 27, 185-196.
    • (1983) Boundary-Layer Meteorology , vol.27 , pp. 185-196
    • Venkatram, A.1


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