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Volumn 135, Issue 643, 2009, Pages 1538-1559

Addressing model uncertainty in seasonal and annual dynamical ensemble forecasts

Author keywords

Ensemble forecast; Forecast quality; Model uncertainty; Probability forecasts; Seasonal prediction

Indexed keywords

ENSEMBLE FORECAST; FORECAST QUALITY; MODEL UNCERTAINTY; PROBABILITY FORECASTS; SEASONAL PREDICTION;

EID: 70349607473     PISSN: 00359009     EISSN: None     Source Type: Journal    
DOI: 10.1002/qj.464     Document Type: Article
Times cited : (121)

References (53)
  • 4
    • 45149100332 scopus 로고    scopus 로고
    • Impact of a quasi-stochastic cellular automaton backscatter scheme on the systematic error and seasonal prediction skill of a global climate model
    • Berner J, Doblas-Reyes FJ, Palmer TN, Shutts G, Weisheimer A. 2008. Impact of a quasi-stochastic cellular automaton backscatter scheme on the systematic error and seasonal prediction skill of a global climate model. Philos. Trans. R. Soc. London A 366: 2561-2579.
    • (2008) Philos. Trans. R. Soc. London A , vol.366 , pp. 2561-2579
    • Berner, J.1    Doblas-Reyes, F.J.2    Palmer, T.N.3    Shutts, G.4    Weisheimer, A.5
  • 5
    • 34447633042 scopus 로고    scopus 로고
    • Increasing the reliability of reliability diagrams
    • Br̈ocker J, Smith LA. 2007. Increasing the reliability of reliability diagrams. Weather and Forecasting 22: 651-661.
    • (2007) Weather and Forecasting , vol.22 , pp. 651-661
    • Smith, L.A.1
  • 8
    • 70349607229 scopus 로고    scopus 로고
    • ENSEMBLES stream-1 hindcasts: From the season to the decade with four coupled models
    • Available from
    • D́eqúe M. 2007. "ENSEMBLES stream-1 hindcasts: From the season to the decade with four coupled models.' Pp 133-139 in Proceedings ECMWF Workshop on Ensemble prediction. Available from http://www.ecmwf.int/publications/library/do/references/list/12052007.
    • (2007) Proceedings ECMWF Workshop on Ensemble prediction , pp. 133-139
  • 9
    • 18544362809 scopus 로고    scopus 로고
    • The rationale behind the success of multi-model ensembles in seasonal forecasting. II: Calibration and combination
    • Doblas-Reyes FJ, Hagedorn R, Palmer TN. 2005. The rationale behind the success of multi-model ensembles in seasonal forecasting. II: Calibration and combination. Tellus A 57: 234-252.
    • (2005) Tellus A , vol.57 , pp. 234-252
    • Doblas-Reyes, F.J.1    Hagedorn, R.2    Palmer, T.N.3
  • 10
    • 33646837175 scopus 로고    scopus 로고
    • Impact of increasing greenhouse gas concentrations in seasonal ensemble forecasts
    • DOI:10.1029/2005GL025061
    • Doblas-Reyes FJ, Hagedorn R, Palmer TN, Morcrette J-J. 2006. Impact of increasing greenhouse gas concentrations in seasonal ensemble forecasts. Geophys. Res. Lett. 33: L07708, DOI:10.1029/2005GL025061.
    • (2006) Geophys. Res. Lett. , vol.33
    • Doblas-Reyes, F.J.1    Hagedorn, R.2    Palmer, T.N.3    Morcrette, J.-J.4
  • 11
    • 42549124980 scopus 로고    scopus 로고
    • How much does simplification of probability forecasts reduce forecast quality?
    • Doblas-Reyes FJ, Coelho CAS, Stephenson DB. 2008. How much does simplification of probability forecasts reduce forecast quality? Meteorol. Appl. 15: 155-162.
    • (2008) Meteorol. Appl. , vol.15 , pp. 155-162
    • Doblas-Reyes, F.J.1    Coelho, C.A.S.2    Stephenson, D.B.3
  • 12
    • 35948942400 scopus 로고    scopus 로고
    • Comparing probabilistic forecasting systems with the Brier score
    • Ferro CAT. 2007. Comparing probabilistic forecasting systems with the Brier score. Weather and Forecasting 22: 1076-1088.
    • (2007) Weather and Forecasting , vol.22 , pp. 1076-1088
    • Ferro, C.A.T.1
  • 13
    • 0034025893 scopus 로고    scopus 로고
    • The simulation of SST, sea ice extents and ocean heat transports in a version of the Hadley Centre coupled model without flux adjustments
    • Gordon C, Cooper C, Senior CA, Banks H, Gregory JM, Johns TC, Mitchell JFB, Wood RA. 2000. The simulation of SST, sea ice extents and ocean heat transports in a version of the Hadley Centre coupled model without flux adjustments. Clim. Dyn. 16: 147-168.
    • (2000) Clim. Dyn. , vol.16 , pp. 147-168
    • Gordon, C.1    Cooper, C.2    Senior, C.A.3    Banks, H.4    Gregory, J.M.5    Johns, T.C.6    Mitchell, J.F.B.7    Wood, R.A.8
  • 15
    • 18544371178 scopus 로고    scopus 로고
    • The rationale behind the success of multi-model ensembles in seasonal forecasting. I: Basic concept
    • Hagedorn R, Doblas-Reyes FJ, Palmer TN. 2005. The rationale behind the success of multi-model ensembles in seasonal forecasting. I: Basic concept. Tellus A 57: 219-233.
    • (2005) Tellus A , vol.57 , pp. 219-233
    • Hagedorn, R.1    Doblas-Reyes, F.J.2    Palmer, T.N.3
  • 16
    • 33845386005 scopus 로고    scopus 로고
    • Probabilistic quantitative precipitation forecasts based on reforecast analogs: Theory and application
    • Hamill TM, Whitaker JS. 2006. Probabilistic quantitative precipitation forecasts based on reforecast analogs: Theory and application. Mon. Weather Rev. 134: 3209-3229.
    • (2006) Mon. Weather Rev. , vol.134 , pp. 3209-3229
    • Hamill, T.M.1    Whitaker, J.S.2
  • 17
    • 0000100596 scopus 로고
    • The attributes diagram: A geometrical framework for assessing the quality of probability forecasts
    • Hsu W-R, Murphy AH. 1986. The attributes diagram: A geometrical framework for assessing the quality of probability forecasts. Int. J. Forecasting 2: 285-293.
    • (1986) Int. J. Forecasting , vol.2 , pp. 285-293
    • Hsu, W.-R.1    Murphy, A.H.2
  • 18
    • 34548048388 scopus 로고    scopus 로고
    • Ensemblemean dynamics of the ENSO recharge oscillator under statedependent stochastic forcing
    • DOI:10.1029/2006GL027372
    • Jin F-F, Lin L, Timmermann A, Zhao J. 2007. Ensemblemean dynamics of the ENSO recharge oscillator under statedependent stochastic forcing. Geophys. Res. Lett. 34: L03807, DOI:10.1029/2006GL027372.
    • (2007) Geophys. Res. Lett. , vol.34
    • Jin, F.-F.1    Lin, L.2    Timmermann, A.3    Zhao, J.4
  • 19
    • 34447637985 scopus 로고    scopus 로고
    • Uncertainty and inference for verification measures
    • Jolliffe IT. 2007. Uncertainty and inference for verification measures. Weather and Forecasting 22: 637-650.
    • (2007) Weather and Forecasting , vol.22 , pp. 637-650
    • Jolliffe, I.T.1
  • 21
    • 18544385000 scopus 로고    scopus 로고
    • A coupled method for initializing El Nĩno Southern Oscillation forecasts using sea surface temperature
    • Keenlyside NS, Latif M, Botzet M, Jungclaus J, Schulzweida U. 2005. A coupled method for initializing El Nĩno Southern Oscillation forecasts using sea surface temperature. Tellus A 57: 340-356.
    • (2005) Tellus A , vol.57 , pp. 340-356
    • Keenlyside, N.S.1    Latif, M.2    Botzet, M.3    Jungclaus, J.4    Schulzweida, U.5
  • 22
    • 43049138035 scopus 로고    scopus 로고
    • Advancing decadal-scale climate prediction in the North Atlantic sector
    • Keenlyside NS, Latif M, Jungclaus J, Kornblueh L, Roeckner E. 2008. Advancing decadal-scale climate prediction in the North Atlantic sector. Nature 453: 84-88.
    • (2008) Nature , vol.453 , pp. 84-88
    • Keenlyside, N.S.1    Latif, M.2    Jungclaus, J.3    Kornblueh, L.4    Roeckner, E.5
  • 23
    • 27344459121 scopus 로고    scopus 로고
    • A cautionary note on the use of error bars
    • Lanzante JR. 2005. A cautionary note on the use of error bars. J. Climate 18: 3699-3703.
    • (2005) J. Climate , vol.18 , pp. 3699-3703
    • Lanzante, J.R.1
  • 24
    • 30044448047 scopus 로고
    • A new decomposition of the Brier score: Formulation and interpretation
    • Murphy AH. 1986. A new decomposition of the Brier score: Formulation and interpretation. Mon. Weather Rev. 114: 2671-2673.
    • (1986) Mon. Weather Rev. , vol.114 , pp. 2671-2673
    • Murphy, A.H.1
  • 26
    • 0043029132 scopus 로고    scopus 로고
    • The insignificance of significance testing
    • Nicholls N. 2001. The insignificance of significance testing. Bull. Am. Meteorol. Soc. 82: 981-986.
    • (2001) Bull. Am. Meteorol. Soc. , vol.82 , pp. 981-986
    • Nicholls, N.1
  • 27
    • 0033945325 scopus 로고    scopus 로고
    • Predicting uncertainty in forecasts of weather and climate
    • Palmer TN. 2000. Predicting uncertainty in forecasts of weather and climate. Rep. Prog. Phys. 63: 71-116.
    • (2000) Rep. Prog. Phys. , vol.63 , pp. 71-116
    • Palmer, T.N.1
  • 28
    • 0035086606 scopus 로고    scopus 로고
    • A nonlinear dynamical perspective on model error: A proposal for non-local stochastic-dynamic parametrization in weather and climate prediction models
    • Palmer TN. 2001. A nonlinear dynamical perspective on model error: A proposal for non-local stochastic-dynamic parametrization in weather and climate prediction models. Q. J. R. Meteorol. Soc. 127: 279-304.
    • (2001) Q. J. R. Meteorol. Soc. , vol.127 , pp. 279-304
    • Palmer, T.N.1
  • 29
    • 0028554160 scopus 로고
    • The prospects for seasonal forecasting - A review paper
    • Palmer TN, Anderson DLT. 1994. The prospects for seasonal forecasting - A review paper. Q. J. R. Meteorol. Soc. 120: 755-793.
    • (1994) Q. J. R. Meteorol. Soc. , vol.120 , pp. 755-793
    • Palmer, T.N.1    Anderson, D.L.T.2
  • 32
    • 44449086846 scopus 로고    scopus 로고
    • Towards seamless prediction: Calibration of climate change projections using seasonal forecasts
    • Palmer TN, Doblas-Reyes FJ, Weisheimer A, Rodwell MJ. 2008. Towards seamless prediction: Calibration of climate change projections using seasonal forecasts. Bull. Am. Meteorol. Soc. 89: 459-470.
    • (2008) Bull. Am. Meteorol. Soc. , vol.89 , pp. 459-470
    • Palmer, T.N.1    Doblas-Reyes, F.J.2    Weisheimer, A.3    Rodwell, M.J.4
  • 33
    • 0035473127 scopus 로고    scopus 로고
    • Measures of skill and value of ensemble prediction systems, their interrelationship and the effect of ensemble size
    • Richardson DS. 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
  • 34
    • 33846167723 scopus 로고    scopus 로고
    • Medium-range, monthly, and seasonal prediction for Europe and the use of forecast information
    • Rodwell MJ, Doblas-Reyes FJ. 2006. Medium-range, monthly, and seasonal prediction for Europe and the use of forecast information. J. Climate 19: 6025-6046.
    • (2006) J. Climate , vol.19 , pp. 6025-6046
    • Rodwell, M.J.1    Doblas-Reyes, F.J.2
  • 35
    • 18544362950 scopus 로고    scopus 로고
    • Ensembles of global ocean analyses for seasonal climate prediction: Impact of temperature assimilation
    • Rogel P, Weaver AT, Daget N, Ricci S, Machu E. 2005. Ensembles of global ocean analyses for seasonal climate prediction: Impact of temperature assimilation. Tellus A 57: 375-386.
    • (2005) Tellus A , vol.57 , pp. 375-386
    • Rogel, P.1    Weaver, A.T.2    Daget, N.3    Ricci, S.4    Machu, E.5
  • 36
    • 0037262706 scopus 로고    scopus 로고
    • Combining dynamical and statistical ensembles
    • Roulston MS, Smith LA. 2003. Combining dynamical and statistical ensembles. Tellus A 55: 16-30.
    • (2003) Tellus A , vol.55 , pp. 16-30
    • Roulston, M.S.1    Smith, L.A.2
  • 38
    • 0036231028 scopus 로고    scopus 로고
    • A global coupled sea-ice-ocean model
    • Salas y Ḿelia D. 2002. A global coupled sea-ice-ocean model. Ocean Modelling 4: 137-172.
    • (2002) Ocean Modelling , vol.4 , pp. 137-172
  • 40
    • 31544461628 scopus 로고    scopus 로고
    • A kinetic energy backscatter algorithm for use in ensemble prediction systems
    • Shutts GJ. 2005. A kinetic energy backscatter algorithm for use in ensemble prediction systems. Q. J. R. Meteorol. Soc. 131: 3079-3102.
    • (2005) Q. J. R. Meteorol. Soc. , vol.131 , pp. 3079-3102
    • Shutts, G.J.1
  • 41
    • 33846917940 scopus 로고    scopus 로고
    • Convective forcing fluctuations in a cloud-resolving model: Relevance to the stochastic parameterization
    • Shutts GJ, Palmer TN. 2007. Convective forcing fluctuations in a cloud-resolving model: Relevance to the stochastic parameterization. J. Climate 20: 187-202.
    • (2007) J. Climate , vol.20 , pp. 187-202
    • Shutts, G.J.1    Palmer, T.N.2
  • 42
    • 34547855836 scopus 로고    scopus 로고
    • An objective ocean temperature and salinity analysis using covariances from a global climate model
    • DOI:10.1029/2005JC003172
    • Smith DM, Murphy JM. 2007. An objective ocean temperature and salinity analysis using covariances from a global climate model. J. Geophys. Res. 112: C02022, DOI:10.1029/2005JC003172.
    • (2007) J. Geophys. Res. , vol.112
    • Smith, D.M.1    Murphy, J.M.2
  • 43
    • 34547903564 scopus 로고    scopus 로고
    • Improved surface temperature prediction for the coming decade from a global climate model
    • Smith DM, Cusack S, Colman AW, Folland CK, Harris GR, Murphy JM. 2007. Improved surface temperature prediction for the coming decade from a global climate model. Science 317: 796-799.
    • (2007) Science , vol.317 , pp. 796-799
    • Smith, D.M.1    Cusack, S.2    Colman, A.W.3    Folland, C.K.4    Harris, G.R.5    Murphy, J.M.6
  • 44
    • 0037133244 scopus 로고    scopus 로고
    • What might we learn from climate forecasts?
    • Smith LA. 2002. What might we learn from climate forecasts? Proc. Natl. Acad. Sci. 99: 2487-2492.
    • (2002) Proc. Natl. Acad. Sci. , vol.99 , pp. 2487-2492
    • Smith, L.A.1
  • 46
    • 18544370386 scopus 로고    scopus 로고
    • Forecast assimilation: A unified framework for the combination of multi-model weather and climate predictions
    • Stephenson DB, Coelho CAS, Doblas-Reyes FJ, Balmaseda MA. 2005. Forecast assimilation: A unified framework for the combination of multi-model weather and climate predictions. Tellus A 57: 253-264.
    • (2005) Tellus A , vol.57 , pp. 253-264
    • Stephenson, D.B.1    Coelho, C.A.S.2    Doblas-Reyes, F.J.3    Balmaseda, M.A.4
  • 48
    • 0032568443 scopus 로고    scopus 로고
    • Global seasonal rainfall forecasts using a coupled ocean-atmosphere model
    • Stockdale TN, Anderson DLT, Alves JOS, Balmaseda MA. 1998. Global seasonal rainfall forecasts using a coupled ocean-atmosphere model. Nature 392: 370-373.
    • (1998) Nature , vol.392 , pp. 370-373
    • Stockdale, T.N.1    Anderson, D.L.T.2    Alves, J.O.S.3    Balmaseda, M.A.4
  • 49
    • 23744450253 scopus 로고    scopus 로고
    • Reliability of ENSO dynamical predictions
    • Tang Y, Kleeman R, Moore AM. 2005. Reliability of ENSO dynamical predictions. J. Atmos. Sci. 62: 1770-1791.
    • (2005) J. Atmos. Sci. , vol.62 , pp. 1770-1791
    • Tang, Y.1    Kleeman, R.2    Moore, A.M.3
  • 53
    • 34547678065 scopus 로고    scopus 로고
    • Generalization of the discrete Brier and ranked probability skill scores for weighted multimodel ensemble forecasts
    • Weigel AP, Liniger MA, Appenzeller C. 2007. Generalization of the discrete Brier and ranked probability skill scores for weighted multimodel ensemble forecasts. Mon.Weather Rev. 135: 2778-2785.
    • (2007) Mon.Weather Rev. , vol.135 , pp. 2778-2785
    • Weigel, A.P.1    Liniger, M.A.2    Appenzeller, C.3


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