Extended ENSO Predictions Using a Fully Coupled Ocean–Atmosphere Model

Abstract Using a fully coupled global ocean–atmosphere general circulation model assimilating only sea surface temperature, the authors found for the first time that several El Nino–Southern Oscillation (ENSO) events over the past two decades can be predicted at lead times of up to 2 yr. The El Nino condition in the 1997/98 winter can be predicted to some extent up to about a 1½-yr lead but with a weak intensity and large phase delay in the prediction of the onset of this exceptionally strong event. This is attributed to the influence of active and intensive stochastic westerly wind bursts during late 1996 to mid-1997, which are generally unpredictable at seasonal time scales. The cold signals in the 1984/85 and 1999/2000 winters during the peak phases of the past two long-lasting La Nina events are predicted well up to a 2-yr lead. Amazingly, the mild El Nino–like event of 2002/03 is also predicted well up to a 2-yr lead, suggesting a link between the prolonged El Nino and the tropical Pacific decadal va...

[1]  Mark A. Cane,et al.  Experimental forecasts of El Niño , 1986, Nature.

[2]  T. N. Krishnamurti,et al.  Improved Weather and Seasonal Climate Forecasts from Multimodel Superensemble. , 1999, Science.

[3]  M. Mcphaden Evolution of the 2002/03 El Niño* , 2003 .

[4]  Andrew T. Wittenberg,et al.  How Predictable is El Niño , 2003 .

[5]  Tim N. Palmer,et al.  Dynamical Seasonal Prediction , 2000 .

[6]  McClanahan,et al.  Tropical pacific forcing of decadal SST variability in the western indian ocean over the past two centuries , 2000, Science.

[7]  Max J. Suarez,et al.  A Delayed Action Oscillator for ENSO , 1988 .

[8]  P. Delecluse,et al.  OPA 8.1 Ocean General Circulation Model reference manual , 1998 .

[9]  W. Timothy Liu,et al.  Case analysis of a role of ENSO in regulating the generation of westerly wind bursts in the Western Equatorial Pacific , 2003 .

[10]  John A. Knaff,et al.  How Much Skill Was There in Forecasting the Very Strong 1997–98 El Niño? , 2000 .

[11]  M. Flügel,et al.  The Role of Stochastic Forcing in Modulating ENSO Predictability , 2004 .

[12]  M. Balmaseda,et al.  Global seasonal rainfall forecasts using a coupled ocean–atmosphere model , 1998, Nature.

[13]  M. Mcphaden,et al.  Genesis and evolution of the 1997-98 El Nino , 1999, Science.

[14]  Lisa M. Goddard,et al.  IMPROVING SEASONAL PREDICTION PRACTICES THROUGH ATTRIBUTION OF CLIMATE VARIABILITY , 2005 .

[15]  E. Roeckner,et al.  Reducing Climatology Bias in an Ocean-Atmosphere CGCM with Improved Coupling Physics. , 2005 .

[16]  J. David Neelin,et al.  ENSO theory , 1998 .

[17]  T. Stockdale Coupled Ocean–Atmosphere Forecasts in the Presence of Climate Drift , 1997 .

[18]  Eric Guilyardi,et al.  Representing El Niño in Coupled Ocean–Atmosphere GCMs: The Dominant Role of the Atmospheric Component , 2004 .

[19]  Benjamin Kirtman,et al.  Multiseasonal predictions with a coupled tropical ocean-global atmosphere system , 1997 .

[20]  Renate Hagedorn,et al.  Representing model uncertainty in weather and climate prediction , 2005 .

[21]  P. Delecluse,et al.  South Pacific origin of the decadal ENSO‐like variation as simulated by a coupled GCM , 2003 .

[22]  D. Schrag,et al.  Decadal sea surface temperature variability in the subtropical South Pacific from 1726 to 1997 A.D. , 2000, Science.

[23]  Swadhin K. Behera,et al.  Seasonal Climate Predictability in a Coupled OAGCM Using a Different Approach for Ensemble Forecasts , 2005 .

[24]  Dake Chen,et al.  An Improved Procedure for EI Ni�o Forecasting: Implications for Predictability , 1995, Science.

[25]  M. Claussen,et al.  The atmospheric general circulation model ECHAM-4: Model description and simulation of present-day climate , 1996 .

[26]  Fei-Fei Jin,et al.  An Equatorial Ocean Recharge Paradigm for ENSO. Part II: A Stripped-Down Coupled Model , 1997 .

[27]  T. Yamagata,et al.  Long-term El Niño-Southern Oscillation (ENSO)-like variation with special emphasis on the South Pacific , 2001 .

[28]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[29]  Ming Ji,et al.  Coupled Model Predictions of ENSO during the 1980s and the 1990s at the National Centers for Environmental Prediction. , 1996 .

[30]  Timothy J. Hoar,et al.  The 1990–1995 El Niño‐Southern Oscillation Event: Longest on Record , 1996 .

[31]  Andrew P. Morse,et al.  DEVELOPMENT OF A EUROPEAN MULTIMODEL ENSEMBLE SYSTEM FOR SEASONAL-TO-INTERANNUAL PREDICTION (DEMETER) , 2004 .

[32]  Allan J. Clarke,et al.  Improving El Niño prediction using a space‐time integration of Indo‐Pacific winds and equatorial Pacific upper ocean heat content , 2003 .

[33]  M. Hoerling,et al.  The Perfect Ocean for Drought , 2003, Science.

[34]  Eli Tziperman,et al.  Westerly Wind Bursts: ENSO's tail rather than the dog? , 2004 .

[35]  Christophe Cassou,et al.  Importance of oceanic decadal trends and westerly wind bursts for forecasting El Niño , 2000 .

[36]  Anthony Rosati,et al.  The Impact of Ocean Initial Conditions on ENSO Forecasting with a Coupled Model , 1997 .

[37]  W. L. Culberson,et al.  Lichen biology: biology of lichenized fungi. , 1985, Science.

[38]  T. Palmer,et al.  Predictability of seasonal atmospheric variations , 1994 .

[39]  Michael J. McPhaden,et al.  Tropical Pacific Ocean heat content variations and ENSO persistence barriers , 2003 .

[40]  A. Moore,et al.  The Linear Response of ENSO to the Madden–Julian Oscillation , 2005 .

[41]  K. Lau,et al.  The 40-50 day oscillation and the El Niño/Southern Oscillation: a new perspective , 1986 .

[42]  Prashant D. Sardeshmukh,et al.  The Optimal Growth of Tropical Sea Surface Temperature Anomalies , 1995 .

[43]  Ming Ji,et al.  Impact of Data Assimilation on Ocean Initialization and El Niño Prediction , 1997 .

[44]  D. Battisti,et al.  A Linear Stochastic Dynamical Model of ENSO. Part II: Analysis. , 2001 .

[45]  Thomas M. Smith,et al.  An Improved In Situ and Satellite SST Analysis for Climate , 2002 .

[46]  K. Wyrtki,et al.  Water displacements in the Pacific and the genesis of El Nino cycles , 1985 .

[47]  A. Barnston,et al.  Predictive Skill of Statistical and Dynamical Climate Models in SST Forecasts during the 1997-98 El Niño Episode and the 1998 La Niña Onset. , 1999 .

[48]  Matthieu Lengaigne,et al.  Triggering of El Niño by westerly wind events in a coupled general circulation model , 2004 .

[49]  Alexey Kaplan,et al.  Predictability of El Niño over the past 148 years , 2004, Nature.

[50]  Fei-Fei Jin,et al.  An Equatorial Ocean Recharge Paradigm for ENSO. Part I: Conceptual Model , 1997 .

[51]  Kevin E. Trenberth,et al.  The Definition of El Niño. , 1997 .

[52]  Lennart Bengtsson,et al.  Forecasting global ENSO-related climate anomalies , 1994 .

[53]  Anthony C. Hirst,et al.  Interannual variability in a tropical atmosphere−ocean model: influence of the basic state, ocean geometry and nonlinearity , 1989 .

[54]  Swadhin K. Behera,et al.  Paramount Impact of the Indian Ocean Dipole on the East African Short Rains: A CGCM Study , 2005 .

[55]  D. Battisti,et al.  A Linear Stochastic Dynamical Model of ENSO. Part I: Model Development , 2000 .

[56]  Andrew M. Moore,et al.  Stochastic forcing of ENSO by the intraseasonal oscillation , 1999 .

[57]  Mojib Latif,et al.  A review of ENSO prediction studies , 1994 .

[58]  M. Cane,et al.  A Theory for El Ni�o and the Southern Oscillation , 1985, Science.

[59]  David L. T. Anderson,et al.  Did the ECMWF seasonal forecast model outperform statistical ENSO forecast models over the last 15 years , 2005 .