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Original Articles

Combining dynamical and statistical ensembles

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Pages 16-30 | Received 10 Sep 2001, Accepted 01 Jul 2002, Published online: 15 Dec 2016

References

  • Abarbanel, H. D. I. 1995. Analysis of observed chaotic data. Springer-Verlag, New York.
  • Brier, G. W. 1950. Verification of forecasts expressed in terms of probabilities. Mon. Wea. Rev. 78, 1–3.
  • Buizza, R., Miller, M. and Palmer, T. N. 1999. Stochastic representation of model uncertainties in the ECMWF en-semble prediction system. Q. J. R. Meteorol. Soc. 125, 2887–2908.
  • Cover, T. M. and Thomas, J. A. 1991. Elements of infor, nation theory. John Wiley, New York, 542 pp.
  • Efron, B. and Tibshirani, R. 1986. Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Stat. Sci. 1, 54–77.
  • Evans, R. E., Harrison, M. S. J., Graham, R. J. and Mylne, K. R. 2000. Joint medium-range ensembles from the Met Office and ECMWF systems. Mon. Wea. Rev. 25, 25–3127.
  • Hansen, J. A. 1998. Adaptive observations in spatially-extended nonlinear dynamical systems, Ph.D. Thesis, Ox-ford University.
  • Houtekamer, P. L., Lefaivre, L., Derome, J., Ritchie, H. and Mitchell, H. L. 1996. A system simulation approach to ensemble prediction. Mon. Wea. Rev. 124, 124–1242.
  • Kelly, J. 1956. A new interpretation of information rate. Bell Sys. Tech. J. 35, 916–926.
  • Kennel, M. B., Brown, R. and Abarbanel, H. D. I. 1992. Determining minimum embedding dimension using a geometrical construction. Phys. Rev. A 45, 3403–3411.
  • Lorenz, E. N. 1995. Predictability-a problem partly solved. In: Predictability. ECMWF, Seminar Proceedings, Shin-field Park, Reading, UK.
  • Molteni, F., Buizza, R., Palmer, T. N. and Petroliagis, T. 1996. The ECMWF ensemble prediction system: Methodology and validation. Q. J. R. Meteorol. Soc. 122, 73–119.
  • Mylne, K. R., Evans, R. E. and Clark, R. T. 2002. Multi-model multi-analysis ensembles in quasi-operational medium-range forecasting. Q. J. R. Meteorol. Soc. 128, 361–384.
  • Palmer, T. N. 2000. Predicting uncertainty in forecasts of weather and climate. Rep. Progr Phys. 63, 71–116.
  • Palmer, T. N. 2001. A nonlinear dynamical perspective on model error: A proposal for non-local stochastic-dynamic parameterization in weather and climate prediction mod-els. Q. J. R. Meteorol. Soc. 127, 279–304.
  • Roulston, M. S. and Smith, L. A. 2002. Evaluating proba-bilistic forecasts using information theory. Mon. Wea. Rev. 130, 1653–1660.
  • Smith, L. A. 1997. The maintenance of uncertainty. In: Proc. Inte. School of Physics “Enrico Fermi”, 177–246, Course Società Italiana di Fisica, Bologna, Italy.
  • Smith, L. A., Ziehmann, C. and Fraedrich, K. 1999. Un-certainty dynamics and predictability in chaotic systems. Q. J. R. Meteorol. Soc. 125, 2855–2886.
  • Stensrud, D. J., Brooks, H. E., Du, J., Tracton, M. S. and Rogers, E. 1999. Using ensembles for short-range forecasting. Mon. Wea. Rev. 127, 127–446.
  • Toth, Z. and Kalnay, E. 1997. Ensemble forecasting at NCEP and the breeding method. Mon. Wea. Rev. 125,3297–3319.