Current status of ENSO prediction skill in coupled ocean–atmosphere models (original) (raw)
References
AchutaRao K, Sperber KR (2002) Simulation of the El Niño-Southern Oscillation: results from the coupled model intercomparison project. Clim Dyn 19:191–209 Article Google Scholar
AchutaRao K, Sperber KR (2006) ENSO Simulation in coupled ocean–atmosphere models: are the current models better? Clim Dyn 27:1–15 Article Google Scholar
An SI, Wang B (2001) Mechanisms of locking the El Nino and La Nina mature phases to boreal winter. J Clim 14:2164–2176 Article Google Scholar
Balmaseda MA, Davey MK, Anderson DLT (1995) Decadal and seasonal dependence of ENSO prediction skill. J Clim 8:2705–2715 Article Google Scholar
Barnett TP, Graham NE, Cane MA, Zebiak SE, Dolan SC, O’Brien J, Legler D (1988) On the prediction of the El Niño of 1986–1987. Science 241:192–196 Article Google Scholar
Barnston AG, Glantz M, He Y (1999) Predictive skill of statistical and dynamical climate models in SST forecasts during the 1997–98 El Niño and the 1998 La Niña onset. Bull Amer Met Soc 80:217–243 Article Google Scholar
Barnston AG, van den Dool HM, Zebiak SE, Barnett TP, Ji M, Rodenhuis DR, Cane MA, Leetmaa A, Graham NE, Ropelewski CR, Kousky VE, O’Lenic EA, Livezey RE (1994) Long-lead seasonal forecasts—Where do we stand? Bull Am Met Soc 75:2097–2114 Article Google Scholar
Barnston AG, Chelliah M, Goldenberg SB (1997) Documentation of a highly ENSO-related SST region in the equatorial Pacific. Atmos–Ocean 35:367–383 Google Scholar
Battisti DS, Hirst AC (1989) Interannual variability in the tropical atmosphere–ocean system: influence of the basic stated, ocean geometry, and non-linearity. J Atmos Sci 46:1687–1712 Article Google Scholar
Battisti DS (1988) Dynamics and thermodynamics of a warming event in a coupled tropical atmosphere–ocean model. J Atm Sci 45:2889–2919 Article Google Scholar
Bengtsson L, Schlese U, Roeckner E, Latif M, Barnett TP, Graham NE (1993) A two-tiered approach to long-range climate forecasting. Science 261:1027–1029 Article Google Scholar
Blumenthal MB (1991) Predictability of a coupled ocean–atmosphere model. J Clim 4:766–784 Article Google Scholar
Bradley RS, Diaz HF, Kiladis GN, Eishcheid JK (1987) ENSO signal in continental temperature and precipitation records. Nature 327:497–501 Article Google Scholar
Cane MA, Zebiak SE, Dolan SC (1986) Experimental forecasts of El Niño. Nature 321:827–832 Article Google Scholar
Chen D, Zeiak SE, Busalacchi AJ, Cane MA (1995) An improved procedure for El Niño forecasting: implications for predictability. Science 269:1699–1702 Article Google Scholar
Clarke AJ, Van Gorder S (1999) The correlation between the boreal spring Southern Oscillation persistence barrier and biennial variability. J Clim 12:610–620 Article Google Scholar
Davey M, Huddleston M, Sperber KR, Braconnot P, Bryan F, Chen D, Colman RA, Cooper C, Cubasch U, Delecluse P, DeWitt D, Fairhead L, Flato G, Gordon C, Hogan T, Ji M, Kimoto M, Kitoh A, Knutson TR, Latif M, Le Treut H, Li T, Manabe S, Mechoso CR, Meehl GA, Oberhuber J, Power SB, Roeckner E, Terray L, Vintzileos A, Voss R, Wang B, Washington WM, Yoshikawa I, Yu JY, Yukimoto S, Zebiak SE (2002) A study of coupled model climatology and variability in tropical ocean regions. Clim Dyn 18:403–420 Article Google Scholar
Delecluse P, Davey M, Kitamura Y, Philander S, Suarez M, Bengtsson L (1998) TOGA review paper: coupled general circulation modeling of the tropical Pacific. J Geophys Res 103:14357–14373 Article Google Scholar
Delecluse P, Madec G (1999) Ocean modeling and the role of the ocean in the climate system. In: Holland WR, Joussaume S, David F (eds) Modeling the earth’s climate and its variability. Elsevier, Amsterdam, pp 237–313 Google Scholar
Deque M (2001) Seasonal predictability of tropical rainfall: Probabilistic formulation and validation. Tellus 53A:500–512 Google Scholar
Fischer M (2002) ENSO predictions with coupled ocean–atmosphere models. In: Pinardi N, Woods J (eds) Ocean forecasting. Springer, Berlin, pp 307–338 Google Scholar
Fu X, Wang B, Li T, McCreary J (2004) Coupling between northward-propagating, intraseasonal oscillations and sea surface temperature in the Indian Ocean. J Atmos Sci 60:1733–1753 Article Google Scholar
Goddard L, Mason SJ, Zebiak SE, Ropelewski CF, Basher R, Cane MA (2001) Current approaches to seasonal-to-interannual climate predictions. Int J Climatol 21:1111–1152 Article Google Scholar
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 Article Google Scholar
Goswami BN, Shukla J (1991) Predictability of the coupled ocean–atmosphere model. J Clim 4:3–22 Article Google Scholar
Graham NE, Michaelson J, Barnett TP (1987) An investigation of the El Niño-Southern Oscillation cycle with statistical models: II. Model results. J Geophys Res 92:14271–14289 Article Google Scholar
Gregory D, Morcrette JJ, Jakob C, Beljaars ACM, Stockdale T (2000) Revision of convection, radiation and cloud schemes in the ECMWF Integrated Forecasting System. Q J R Meteor Soc 126:1685–1710 Article Google Scholar
Gualdi S, Alessandri A, Navarra A (2005) Impact of atmospheric horizontal resolution on El Niño Southern Oscillation forecasts. Tellus 57A:357–374 Google Scholar
Ji M, Behringer DW, Leetmaa A (1998) An improved coupled model for ENSO prediction and implications for ocean initialization. Part II: The coupled model. Mon Weather Rev 126:1022–1034 Article Google Scholar
Ji M, Leetmaa A (1997) Impact of data assimilation on ocean initialization and El Niño prediction. Mon Weather Rev 125:742–753 Article Google Scholar
Jin EK, Kinter JL III (2007) Characteristics of tropical pacific SST predictability in coupled GCM forecasts using the NCEP CFS. J Clim (Submitted)
Jochum M, Murtugudde R (2004) Internal variability of the tropical pacific ocean. Geophys Res Lett 31:L14309. doi:10.1029/2004GL020488
Kanamitsu M, Kumar A, Juang HM, Schemm JK, Wang W, Yang F, Hong SY, Peng P, Chen W, Moorthi S, Ji M (2002) NCEP dynamical seasonal forecast system 2000. Bull Amer Met Soc 83:1019–1037 Article Google Scholar
Kirtman BP (2003) The COLA anomaly coupled model: ensemble ENSOprediction. Mon Weather Rev 131:2324–2341 Article Google Scholar
Kirtman BP, Shukla J, Balmaseda M, Graham N, Penland C, Xue Y, Zebiak SE (2001) Current status of ENSO forecast skill: A report to the Climate Variability and Predictability (CLIVAR) Working Group on Seasonal to Interannual Prediction. WCRP Informal Report No 23/01, 31pp
Kirtman BP, Shukla J, Huang B, Zhu Z, Schneider EK (1997) Multi-seasonal prediction with a coupled tropical ocean global atmosphere system. Mon Weather Rev 125:89–808 Google Scholar
Krishnamurti TN, Kishitawal CM, Zhang Z, Larow T, Bachiochi D, Williford E (2000) Multimodel ensemble forecasts for weather and seasonal climate. J Clim 13:4196–4216 Article Google Scholar
Kug JS, Kang IS, Choi DH (2008) Seasonal climate predictability with tier-one and tier-two prediction Systems. Clim Dyn. doi:10.1007/s00382-007- 0264-7
Kug JS, Lee JY, Kang IS (2007) Global sea surface temperature prediction using a multi-model ensemble. Mon Wea Rev 135:3239–3247 Google Scholar
Landsea CW, Knaff JA (2000) How much skill was there in forecasting the very strong 1997–98 El Niño? Bull Amer Met Soc 81:2107–2120 Article Google Scholar
Latif M, Barnett TP, Cane MA, Flu¨gel M, Graham NE, Von Storch H, Xu JS, Zebiak SE (1994) A review of ENSO prediction studies. Clim Dyn 9:167–179 Article Google Scholar
Latif M, Sperber K, Arblaster J, Braconnot P, Chen D, Colman A, Cubasch U, Cooper C, Delecluse P, DeWitt D, Fairhead L, Flato G, Hogan T, Ji M, Kimoto M, Kitoh A, Knutson T, Le Treut H, Li T, Manabe S, Marti O, Mechoso C, Meehl G, Power S, Roeckner E, Sirven J, Terray L, Vintzileos A, Vob R, Wang B, Wasington W, Yoshikawa I, Yu JY, Zebiak SE (2001) ENSIP: the El Niño simulation intercomparison project. Clim Dyn 18:255–276 Article Google Scholar
Lau KM, Waliser DE (2005) Intraseasonal variability in the atmosphere–ocean climate system. Springer, Berlin Book Google Scholar
Leetmaa A, Ji M (1989) Operational hindcasting of the tropical Pacific. Dyn Atmos Oceans 13:465–490 Article Google Scholar
Luo JJ, Masson S, Behera S, Shingu S, Yamagata T (2005) Seasonal climate predictability in a coupled OAGCM using a different approach for ensemble Forecasts. J Clim 18:4474–4497 Article Google Scholar
Madec G, Delecluse P, Imbard M, Levy C (1997) OPA release 8. Ocean general circulation model reference manual. LODYC Internal Rep., Paris, France, 200pp
Madec G, Delecluse P, Imbard M, Levy C (1998) OPA version 8.1 Ocean general circulation model reference manual. LODYC Tech Rep. 11, Paris, France, 91pp
Marsland SJ, Haak H, Jungclaus JH, Latif M, Roske F (2003) The Max-Plank-Institute global ocean/sea ice model with orthogonal curvilinear coordinates. Ocean Modell 5:91–127 Article Google Scholar
Mason SJ, Goddard L, Graham NE, Yulaeva E, Sun L, Arkin PA (1999) The IRI seasonal climate prediction system and the 1997/98 El Niño event. Bull Amer Met Soc 80:1853–1873 Article Google Scholar
Mechoso CR, Robertson AW, Barth N, Davey MK, Delecluse P, Gent PR, Ineson S, Kirtman BP, Latif M, Le Treut H, Nagai T, Neelin JD, Philander SGH, Polcher J, Schopf PS, Stockdale TN, Suarez MJ, Terray L, Thual O, Tribbia JJ (1995) The seasonal cycle over the tropical Pacific in coupled atmosphere–ocean general-circulation models. Mon Weather Rev 123:2825–2838 Article Google Scholar
Murtugudde R, Beauchamp J, McClain CR, Lewis M, Busalacchi AJ (2002) Effects of penetrative radiation on the upper tropical ocean circulation. J Clim 15:470–486 Google Scholar
Neelin JD, Dijkstra HA (1995) Ocean–atmosphere interaction and the tropical climatology. Part I: the dangers of flux correction. J Clim 8:1325–1342 Article Google Scholar
Neelin JD, Latif M, Allaart MAF, Cane MA, Cubasch U, Gates WL, Gent PR, Ghil M, Gordon C, Lau NC, Mechoso CR, Meehl GA, Oberhuber JM, Philander SGH, Schopf PS, Sperber KR, Sterl A, Tokioka T, Tribbia J, Zebiak SE (1992) Tropical air-sea interaction in general circulation models. Clim Dyn 7:73–104 Article Google Scholar
Palmer TN, Alessandri A, Andersen U, Cantelaube P, Davey M, Delecluse P, Deque M, Diez E, Doblas-Reyes FJ, Feddersen H, Graham R, Gualdi S, Gueremy JF, Hagedorn R, Hoshen M, Keenlyside N, Latie M, Lazar A, Maisonnave E, Marletto V, Morse AP, Orfila B, Rogel P, Terres JM, Thomson MC (2004) Development of a European multi-model ensemble system for seasonal to interannual prediction (DEMETER). Bull Amer Met Soc 85:853–872 Article Google Scholar
Palmer TN, Brankovic C, Richardson DS (2000) A probability and decision-model analysis of PROBOST seasonal multi-model ensemble integrations. Q J R Meteor Soc 126:2013–2034 Article Google Scholar
Philander SGH (1990) El Niño, La Niña and the Southern Oscillation. Academic Press, San Diego, pp 293 Google Scholar
Pope VD, Gallani ML, Rowntree PR, Stratton RA (2000) The impact of new physical parameterizations in the Hadley Centre climate model: HadAM3. Clim Dyn 16:123–146 Article Google Scholar
Rasmusson EM, Carpenter TH (1982) Variations in tropical sea surface temperature and surface wind fields associated with Southern Oscillation/El Niño. Mon Weather Rev 110:354–384 Article Google Scholar
Rayner NA, Parker DE, Horton EB, Folland CK, AlenxanderLV, Rowell DP, Kent EC, Kaplan A (2003) Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J Geophys Res 108:4407–4443 Article Google Scholar
Roeckner E (1996) The atmospheric general circulation model ECHAM-4: Model description and simulation of present-day climate. Max-Planck-Institut fur Meteorologie Tech. Rep. 218, Hamburg, Germany, 90pp. Available from Max-Planck Institut fur Meteorologie, Bundesstr. 55, D-20146 Hamburg, Germany
Ropelewski CF, Halpert MS (1987) Global and regional scale precipitation patterns associated with the El Niño/Southern Oscillation. Mon Weather Rev 115:1606–1626 Article Google Scholar
Ropelewski CF, Halpert MS (1989) Precipitation patterns associated with the high index phase of the Southern Oscillation. J Clim 2:268–284 Article Google Scholar
Rosati A, Miyakoda K, Gudgel R (1997) The impact of ocean initial conditions on ENSO forecasting with a coupled model. Mon Weather Rev 125:754–772 Article Google Scholar
Saha S, Nadiga S, Thiaw C, Wang J, Wang W, Zhang Q, van den Dool HM, Pan HL, Moorthi S, Behringer D, Stokes D, White G, Lord S, Ebisuzaki W, Peng P, Xie P (2005) The NCEP Cliamte Forecast System. J Clim 15:3483–3517 Google Scholar
Schneider EK, DeWitt DG, Rosati A, Kirtman BP, Ji L, Tribbia JJ (2003) Retrospective ENSO forecasts: sensitivity to atmospheric model and ocean resolution. Mon Weather Rev 131:3038–3060 Article Google Scholar
Schneider EK, Huang B, Zhu Z, DeWitt DG, Kinter III JL, Kirtman BP, Shukla J (1999) Ocean data assimilation, initialization and prediction of ENSO with a coupled GCM. Mon Weather Rev 127:1187–1207 Article Google Scholar
Schopf PS, Suarez MJ (1988) Vacillations in a coupled ocean–atmosphere model. J Atmos Sci 45:549–566 Article Google Scholar
Shukla J (1998) Predictability in the Midst of Chaos: A Scientific Basis for Climate Forecasting. Science 282:728–731 Article Google Scholar
Stern W, Miyakoda K (1995) Feasibility of seasonal forecasts inferred from multiple GCM simulations. J Clim 8:1071–1085 Article Google Scholar
Stockdale TN (1997) Coupled ocean–atmosphere forecasts in the presence of climate drift. J Clim 10:809–818 Google Scholar
Stockdale TN, Anderson DLT, Alves JOS, Balmaseda MA (1998) Global seasonal rainfall forecasts using a coupled ocean–atmosphere model. Nature 392:370–373 Article Google Scholar
Torrence C, Webster PJ (1998) The annual cycle of persistence in the El Niño /Southern Oscillation, Q J R Meteor Soc 124:1985–2004 Google Scholar
Trenberth KE, Branstator GW, Karoly D, Kumar A, Lau NC, Ropelewski C (1998) Progress during TOGA in understanding and modeling global teleconnections associated with tropical sea surface temperatures. J Geophys Res 103:14291–14324 Article Google Scholar
Troup AJ (1965) The “southern oscillation”. Q J R Meteor Soc 91:490–506 Article Google Scholar
Wang B, Ding QH, Fu XH, Kang IS, Jin K, Shukla J, Doblas-Reyes F (2005) Fundamental challenge in simulation and prediction of summer monsoon rainfall. Geophys Res Lett 32:L15711. doi:10.1029/2005GL022734 Article Google Scholar
Wang B, Lee JY, Kang IS, Shukla J, Kug JS, Kumer A, Schemm J, Luo JJ, Yamagata T, Park CK (2007) How accurately do coupled climate models predict the Asian-Australian Monsoon interannual variability? Clim Dyn (Submitted)
Wang G, Kleeman R, Smith N, Tseitkin F (2002) The BMRC coupled general circulation model ENSO forecast system. Mon Weather Rev 130:975–991 Article Google Scholar
Webster PJ (1995) The annual cycle and the predictability of the tropical coupled ocean–atmosphere system, Meteor Atmos Phys 56:33–55 Article Google Scholar
Webster PJ, Yang S (1992) Monsoon and ENSO: Selectively interactive systems. Q J R Meteor Soc 118:877–925 Article Google Scholar
Wolff JE, Maier-Reimer E, Legutke S (1997) The Hamburg Ocean primitive equation model. Deutsches Klimarechenzentrum Tech. Rep. 13, Hamburg, Germany, 13pp. Available from Model and Data Group c/o Max-Planck Institut fur Meteorologie, Bundesstr. 55, D-20146 Hamburg, Germany
Wright PB (1979) Persistence of rainfall anomalies in the central Pacific. Nature 277:371–374 Article Google Scholar
Xue Y, Cane MA, Zebiak SE, Blumenthal MB (1994) On the prediction of ENSO: a study with a low-order Markov model. Tellus 46A:512–528 Google Scholar
Yu JY (2005) Enhancement of ENSO’s persistence barrier by biennial variability in a coupled atmosphere–ocean general circulation model. J Geophys Res 32:L13707. doi:10.1029/2005GL023406 Google Scholar
Zebiak SE, Cane MA (1987) A model El Niño-Scouthern Oscillation. Mon Weather Rev 115:2262–2278 Article Google Scholar
Zheng Y, Walier DE, Stern WF, Jones C (2004) The role of coupled sea surface temperatures in the simulation of the tropical intraseasonal oscillation. J Clim 21:4109–4134 Article Google Scholar