Li Zechun, Chen Dehui. The development and application of the operational ensemble prediction system at National Meteorological Center. J Appl Meteor Sci, 2002, 13(1): 1-15.
Citation: Li Zechun, Chen Dehui. The development and application of the operational ensemble prediction system at National Meteorological Center. J Appl Meteor Sci, 2002, 13(1): 1-15.

THE DEVELOPMENT AND APPLICATION OF THE OPERATIONAL ENSEMBLE PREDICTION SYSTEM AT NATIONAL METEOROLOGICAL CENTER

  • Received Date: 2001-05-25
  • Rev Recd Date: 2001-06-28
  • Publish Date: 2002-02-28
  • The basic concepts of the Ensemble Prediction System (EPS) are addressed. A brief review is given on the development and implementation of the operational EPS at National Meteorological Center (NMC): the main components and their functions of the EPS/NMC, the interpretation of the EPS’ products and the routine uses in the Weather Forecast Offices (WFO). The future development issues of the EPS, the national-wide uses of the EPS products in the provincial WFO over China are discussed.
  • [1]
    Richardson L F. Weather Prediction by Numerical Process. Cambridge University Press, reprinted Dover, 1922. 236.
    [2]
    Charney J G, Fjörtoft R, Von Neuman J. Numerical integration of the barotropic vorticity equation. Tellus, 1950, 2: 237-254.
    [3]
    Haltiner G J, Williams R T. Numerical Prediction and Dynamic Meteorology. John Wiley & Sons Press, reprinted in USA, 1980. 1-3.
    [4]
    Epstein E S. Stochastic dynamic prediction. Tellus, 1969, 21: 739-759.
    [5]
    Leith C S. Theoretical skill of Monte Carlo forecasts. Mon. Wea. Rev., 1974, 102:409-418. doi:  10.1175/1520-0493(1974)102<0409:TSOMCF>2.0.CO;2
    [6]
    Tracton M S, Kalnay E. Operational ensemble prediction at the National Meteorological Center. Weather and Forecasting, 1993, 8(3): 379-398. doi:  10.1175/1520-0434(1993)008<0379:OEPATN>2.0.CO;2
    [7]
    Tracton M S, Du J. Short range ensemble forecasting (SREF) at the National Center for Environmental Prediction. WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000.
    [8]
    Molteni E, Buizza R, Palmer T N, et al. The ECMWF ensemble prediction system: Methodology and validation. Q. J. R. Meteor. Soc., 1996, 122:73-119. doi:  10.1002/(ISSN)1477-870X
    [9]
    Cavalcanti I F A, Bonatti J P, Coutinho M, et al. Weather forecasts and climate prediction at CPTEC: The ensemble prediction system. WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000.
    [10]
    Kusunoki Shoji. Dynamical long-range forecasting activities at the Japan Meteorological Agency (JMA). WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000.
    [11]
    Wilson L J. Canadian Meteorological Center for ensemble prediction system. WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000.
    [12]
    Mylne K R. Quasi-operational multi-model multi-analysis ensembles on medium-range time scale. WMO Workshop on the Use of Ensemble prediction, Beijing, 2000.
    [13]
    Zhang Z, Krishnamurti T N. Ensemble forecasting of Hurricane Tracks. Bull. Amer. Meteor. Soc., 1997, 78: 2785-2795. doi:  10.1175/1520-0477(1997)078<2785:EFOHT>2.0.CO;2
    [14]
    毛恒青, 王建捷. 集合预报业务使用现状和趋势. 气象, 2000, 26(6): 24-29. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXX200006005.htm
    [15]
    Lorenz E N. A study of the predictability of a 28 - variable atmospheric models. Tellus, 1965, 17:321-333.
    [16]
    Brankovic C, et al. Extended-range prediction with ECMWF models: Time-lagged ensemble forecasting. Q. J. R. Meteor. Soc., 1990, 116:863-912.
    [17]
    李小泉, 刘金达, 汪迎辉. 集合预报及其在中期时间尺度预报中的应用问题. 国家气象中心科技年报(A类), 1997, 16-26.
    [18]
    刘金达. 集合预报开创了业务数值天气预报的新纪元. 气象, 2000, 26(6): 21-23.
    [19]
    Stansk H R, Wilson. L. J, Burrows W R. Surrey of common verification methods in meteorology. WMO/TD, No. 358, 1989.
    [20]
    Talagrand O, Vautard R. Evaluation of probabilistic prediction systems. Workshop on Predictability, ECMWF, 1997, 20-20, 10.
    [21]
    WMO. Numerical Weather Prediction, Progress Report for 1992-1998, WMO/TD, 1993.
    [22]
    Barkmeijer J, Buizza R, Palmer T N, et al. Tropical singular vectors computed with linearized diabatic physics. ECMWF Technical Memorandum 297, 1999.
    [23]
    Puri K, Barkmeijer J, Palmer T N. Ensemble prediction of tropical cyclones using targeted diabatic singular vectors. ECMWF Technical Memorandum 298, 1999.
    [24]
    Stensrud D J, Bao J, Warner T. Using initial condition and model physics perturbation in short-range ensemble simulations of meso-scale convective systems. Mon. Weather Rev., 2000, 128: 2077-2107. doi:  10.1175/1520-0493(2000)128<2077:UICAMP>2.0.CO;2
    [25]
    Atger F. Tubing: An alternative to clustering for the classification of ensemble forecast. Weather and Forecasting, 1999, 14(5):41-757. https://www.researchgate.net/publication/259233511_Tubing_An_Alternative_to_Clustering_for_the_Classification_of_Ensemble_Forecasts
    [26]
    Nicolau J. Use of Ensemble Forecasting at Meteo-France. WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000.
    [27]
    Zhang Z, Krishnamurti T N. A perturbation method for hurricane ensemble predictions. Mon. Wea. Rev., 1999, 127: 447-469. doi:  10.1175/1520-0493(1999)127<0447:APMFHE>2.0.CO;2
    [28]
    Petroliagis T, Buizza R, Lanzinger A, et al. Extreme rainfall prediction using the ECMWF ensemble prediction system. http://www.ecmwf.int/pressroom.1997.
    [29]
    Palmer T N, Barkmeijer R, et al. The future of ensemble prediction. ECMWF Newsletter No 88, summer/autumn, 2000.
    [30]
    Janssen P. Potential benefits of ensemble prediction of waves. ECMWF Newsletter, No. 86, winter, 1999/2000.
    [31]
    Buizza R, Palmer T N. The singular-vector structure of the atmospheric general circulation. J. Atmos. Sci., 1995, 52: 1434-1456. doi:  10.1175/1520-0469(1995)052<1434:TSVSOT>2.0.CO;2
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    • Received : 2001-05-25
    • Accepted : 2001-06-28
    • Published : 2002-02-28

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