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Volumn 128, Issue 586 PART B, 2002, Pages 2821-2836

Smoothing forecast ensembles with fitted probability distributions

Author keywords

Mixture distributions; Probability forecasts; Spread skill relationship; Wind chill

Indexed keywords

BIFURCATION (MATHEMATICS); CLOUDS; PROBABILITY DISTRIBUTIONS; WEATHER FORECASTING; WIND EFFECTS;

EID: 0036821009     PISSN: 00359009     EISSN: None     Source Type: Journal    
DOI: 10.1256/qj.01.215     Document Type: Article
Times cited : (62)

References (29)
  • 1
    • 0030438938 scopus 로고    scopus 로고
    • A method for producing and evaluating probabilistic forecasts from ensemble model integrations
    • Anderson, J. L. 1996 A method for producing and evaluating probabilistic forecasts from ensemble model integrations. J. Climate, 9, 1518-1530
    • (1996) J. Climate , vol.9 , pp. 1518-1530
    • Anderson, J.L.1
  • 2
    • 0033368923 scopus 로고    scopus 로고
    • The skill of ensemble prediction systems
    • Atger, F. 1999 The skill of ensemble prediction systems. Mon. Weather Rev., 127, 1941-1953
    • (1999) Mon. Weather Rev. , vol.127 , pp. 1941-1953
    • Atger, F.1
  • 3
    • 0001763354 scopus 로고
    • The relationship between spread and forecast error in extended-range forecasts
    • Barker, T. W. 1991 The relationship between spread and forecast error in extended-range forecasts. J. Climate, 4, 733-742
    • (1991) J. Climate , vol.4 , pp. 733-742
    • Barker, T.W.1
  • 4
    • 0001367630 scopus 로고    scopus 로고
    • A new approach to an accurate wind-chill factor
    • Bluestein, M. and Zecher, J. 1999 A new approach to an accurate wind-chill factor. Bull. Am. Meteorol. Soc., 80, 1893-1899
    • (1999) Bull. Am. Meteorol. Soc. , vol.80 , pp. 1893-1899
    • Bluestein, M.1    Zecher, J.2
  • 5
    • 0021479290 scopus 로고
    • Time series models to simulate and forecast wind speed and wind power
    • Brown, B. G., Katz, R. W. and Murphy, A. H. 1984 Time series models to simulate and forecast wind speed and wind power. J. Clim. Appl. Meteorol., 23, 1184-1195
    • (1984) J. Clim. Appl. Meteorol. , vol.23 , pp. 1184-1195
    • Brown, B.G.1    Katz, R.W.2    Murphy, A.H.3
  • 6
    • 0002531176 scopus 로고    scopus 로고
    • Potential forecast skill of ensemble prediction, and spread and skill distributions of the ECMWF ensemble prediction system
    • Buizza, R. 1997 Potential forecast skill of ensemble prediction, and spread and skill distributions of the ECMWF ensemble prediction system. Mon. Weather Rev., 125, 99-119
    • (1997) Mon. Weather Rev. , vol.125 , pp. 99-119
    • Buizza, R.1
  • 7
    • 0032453445 scopus 로고    scopus 로고
    • Impact of ensemble size on ensemble prediction
    • Buizza, R. and Palmer, T. N. 1998 Impact of ensemble size on ensemble prediction. Mon. Weather Rev., 126, 2503-2518
    • (1998) Mon. Weather Rev. , vol.126 , pp. 2503-2518
    • Buizza, R.1    Palmer, T.N.2
  • 8
    • 0002629270 scopus 로고
    • Maximum likelihood for incomplete data via the EM algorithm
    • Dempster, A. P., Laird, N. M. and Rubin, D. B. 1977 Maximum likelihood for incomplete data via the EM algorithm. J. R. Stat. Soc., B39, 1-22
    • (1977) J. R. Stat. Soc. , vol.39 B , pp. 1-22
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 9
    • 0035801874 scopus 로고    scopus 로고
    • Weather modelling using a multivariate latent Gaussian model
    • Durban, M. and Glasbey, C. A. 2001 Weather modelling using a multivariate latent Gaussian model. Agric. Forest Meteorol., 109, 187-201
    • (2001) Agric. Forest Meteorol. , vol.109 , pp. 187-201
    • Durban, M.1    Glasbey, C.A.2
  • 10
    • 0032434899 scopus 로고    scopus 로고
    • Calibrated probabilistic quantitative precipitation forecasts based on the MRF ensemble
    • Eckel, F. A. and Walters, M. K. 1998 Calibrated probabilistic quantitative precipitation forecasts based on the MRF ensemble. Weather and Forecasting. 13, 1132-1147
    • (1998) Weather and Forecasting , vol.13 , pp. 1132-1147
    • Eckel, F.A.1    Walters, M.K.2
  • 11
    • 0028602156 scopus 로고
    • The Liouville equation and its potential usefulness for the prediction of forecast skills. Part I: Theory
    • Ehrendorfer, M. 1994 The Liouville equation and its potential usefulness for the prediction of forecast skills. Part I: Theory. Mon. Weather Rev., 122, 703-713
    • (1994) Mon. Weather Rev. , vol.122 , pp. 703-713
    • Ehrendorfer, M.1
  • 12
    • 0001609731 scopus 로고
    • Stochastic dynamic predictions
    • Epstein, E. S. 1969 Stochastic dynamic predictions. Tellus, 21, 739-759
    • (1969) Tellus , vol.21 , pp. 739-759
    • Epstein, E.S.1
  • 14
    • 0002897679 scopus 로고    scopus 로고
    • Verification of Eta-RSM short-range ensemble forecasts
    • Hamill, T. M. and Colucci, S. J. 1997 Verification of Eta-RSM short-range ensemble forecasts. Mon. Weather Rev., 125, 1312-1327
    • (1997) Mon. Weather Rev. , vol.125 , pp. 1312-1327
    • Hamill, T.M.1    Colucci, S.J.2
  • 15
    • 0001104165 scopus 로고    scopus 로고
    • Evaluation of Eta-RSM ensemble probabilistic precipitation forecasts
    • Hamill, T. M. and Colucci, S. J. 1998 Evaluation of Eta-RSM ensemble probabilistic precipitation forecasts. Mon. Weather Rev., 126, 711-724
    • (1998) Mon. Weather Rev. , vol.126 , pp. 711-724
    • Hamill, T.M.1    Colucci, S.J.2
  • 16
    • 0035308649 scopus 로고    scopus 로고
    • Atmospheric multiple equilibria and non-Gaussian behaviour in model simulations
    • Hannachi, A. and O'Neill, A. 2001 Atmospheric multiple equilibria and non-Gaussian behaviour in model simulations. Q. J. R. Meteorol. Soc., 127, 939-958
    • (2001) Q. J. R. Meteorol. Soc. , vol.127 , pp. 939-958
    • Hannachi, A.1    O'Neill, A.2
  • 18
    • 0023469647 scopus 로고
    • Forecasting forecast skill
    • Kalnay, E. and Dalcher, A. 1987 Forecasting forecast skill. Mon. Weather Rev., 115, 349-356
    • (1987) Mon. Weather Rev. , vol.115 , pp. 349-356
    • Kalnay, E.1    Dalcher, A.2
  • 21
    • 0034052601 scopus 로고    scopus 로고
    • Skill and economic value of the ECMWF ensemble prediction system
    • Richardson, D. S. 2000 Skill and economic value of the ECMWF ensemble prediction system. Q. J. R. Meteorol. Soc., 126, 649-668
    • (2000) Q. J. R. Meteorol. Soc. , vol.126 , pp. 649-668
    • Richardson, D.S.1
  • 22
    • 0035473127 scopus 로고    scopus 로고
    • Measures of skill and value of ensemble prediction systems, their interrelationship and the effect of ensemble size
    • Richardson, D. S. 2001 Measures of skill and value of ensemble prediction systems, their interrelationship and the effect of ensemble size. Q. J. R. Meteorol. Soc., 127, 2473-2489
    • (2001) Q. J. R. Meteorol. Soc. , vol.127 , pp. 2473-2489
    • Richardson, D.S.1
  • 23
    • 0000434376 scopus 로고
    • Measurements of dry atmospheric cooling in subfreezing temperatures
    • Siple, P. A. and Passel, C. F. 1945 Measurements of dry atmospheric cooling in subfreezing temperatures. Proc. Am. Philos. Soc., 89, 177-199
    • (1945) Proc. Am. Philos. Soc. , vol.89 , pp. 177-199
    • Siple, P.A.1    Passel, C.F.2
  • 24
    • 0034098639 scopus 로고    scopus 로고
    • Statistical methods for interpreting Monte Carlo ensemble forecasts
    • Stephenson, D. B. and Doblas-Reyes, F. J. 2000 Statistical methods for interpreting Monte Carlo ensemble forecasts. Tellus, 52A, 300-322
    • (2000) Tellus , vol.52 A , pp. 300-322
    • Stephenson, D.B.1    Doblas-Reyes, F.J.2
  • 25
    • 0348033818 scopus 로고    scopus 로고
    • Using weather ensemble predictions in electricity demand forecasting
    • ECMWF, Reading, Berks, UK
    • Taylor, J. W. and Buizza, R. 2000 'Using weather ensemble predictions in electricity demand forecasting'. ECMWF Technical Memorandum 312. ECMWF, Reading, Berks, UK
    • (2000) ECMWF Technical Memorandum 312
    • Taylor, J.W.1    Buizza, R.2
  • 26
    • 0000593274 scopus 로고    scopus 로고
    • Ensemble forecasting at NCEP and the breeding method
    • Toth, Z. and Kalnay, E. 1997 Ensemble forecasting at NCEP and the breeding method. Mon. Weather Rev., 125, 3297-3319
    • (1997) Mon. Weather Rev. , vol.125 , pp. 3297-3319
    • Toth, Z.1    Kalnay, E.2
  • 27
    • 0035414948 scopus 로고    scopus 로고
    • The use of ensembles to identify forecasts with small and large uncertainty
    • Toth, Z., Zhu, Y. and Marchok, T. 2001 The use of ensembles to identify forecasts with small and large uncertainty. Weather and Forecasting, 16, 463-477
    • (2001) Weather and Forecasting , vol.16 , pp. 463-477
    • Toth, Z.1    Zhu, Y.2    Marchok, T.3
  • 28
    • 0032999101 scopus 로고    scopus 로고
    • The relationship between ensemble spread and ensemble mean skill
    • Whitaker, J. S. and Loughe, A. F. 1998 The relationship between ensemble spread and ensemble mean skill. Mon. Weather Rev., 126, 3292-3302
    • (1998) Mon. Weather Rev. , vol.126 , pp. 3292-3302
    • Whitaker, J.S.1    Loughe, A.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.