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Technical ENSO Update

16 September 2004

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> Expected conditions

Current Conditions

SST conditions within the central equatorial Pacific, averaged over August, were above-average and of a magnitude indicative of weak El Niño conditions. Since the last week of July, SSTs in the NINO3.4 region have been at least three-quarters of a degree C above average. However, in order to be considered an El Niño "event", these above-average temperatures must persist for several more months. The SSTs in the far eastern equatorial Pacific remain below-average. Observations from late-August to mid-September indicate SST anomalies exceeding 0.5 degrees C from the 160E to 120W with a maximum anomaly on the equator of approximately 1.5 degrees C in the vicinity of 175W. Positive anomalies of  2 to 4 degrees C are observed in the sub-surface ocean at the thermocline depth near in the central Pacific, between 180-120W.
The positive anomalies in the eastern-central Pacific are the result of a fairly strong westerly wind events that occurred during June and August in the western Pacific. Low-level westerly wind anomalies have shown some persistence in the last several weeks. That combined with their relative placement, slightly west of the maximum SST anomalies, is characteristic of evolving El Niño conditions. If this evolution continues, it would represent a seasonally rather late onset of El Niño conditions, reminiscent of the 1986-87 El Niño. On the other hand, if the wind activity does not continue there could be only a smaller and more temporary SST increase. Presently, anomalous convection near the dateline is weak, suggesting that the atmosphere is not entirely committed to the above average SSTs in the central Pacific. The equatorial (and standard) Southern Oscillation Index (SOI) has been near zero since July 2003 when smoothed with a running mean of 3-months or greater, although individual months have shown noteworthy excursions in either direction. Thus the coupled air-sea system in the tropical Pacific basin is tending toward an El Niño event, but some features typical of an evolving event are not yet manifest. Presently, however, there is a tendency toward El Niño conditions possible in the upcoming months in response to low-level zonal wind anomalies acting in the Western Pacific.

Expected Conditions

Presently in mid-September the potential for El Niño conditions for the Sep-Oct-Nov period carries a probability of 60%, which represents more than a doubling of the odds relative to the historical climatological likelihood. There is virtually a 0% probability for La Niña, leaving an approximately 40% probability for continued neutral conditions. During the period of September through early 2005, there is an enhanced probability for existence of El Niño conditions (approximately 60% from northern autumn increasing to 70% in early 2005), compared with the climatological probability of 25%. Because the ENSO state in September has considerable tendency to persist throughout the remainder of the calendar year (it "sets the stage" for the September-through-March ENSO condition), the enhanced chances of El Niño carries through to the longer leads of the current forecast.

The above assessment was made in part on the basis of an examination of the current forecasts of ENSO prediction models. For purposes of this discussion, El Niño SST conditions are defined as SSTs in the NINO3.4 region being in the warmest 25% of their climatological distribution for the 3-month period in question over the 1950-present timeframe. The corresponding cutoff in terms of degrees C of SST anomaly varies seasonally, being close to 0.4 degrees C in Mar-Apr-May and as high as 0.75 degrees C in Oct-Nov-Dec. La Niña conditions are defined as NINO3.4 region SSTs being in the coolest 25% of the climatological distribution. Neutral conditions occupy the remaining 50% of the distribution. These definitions were developed such that the most commonly accepted El Niño and La Niña episodes are reproduced.

There is some variation among ENSO model forecasts for the coming several seasons. The number of models that are forecasting El Niño conditions to be occurring in the Oct-Nov-Dec period of 2004 is 13 out of a total of 19, or 68%. The number of models that predict La Niña conditions is 0 (0%). At lead times of more than 4 months into the future, statistical and dynamical models that incorporate information about the ocean's observed sub-surface thermal structure generally exhibit higher predictive skill than those that do not. Among models that do use sub-surface temperature information, 11 out of 17 (65%) call for SSTs of at least a minimum El Niño level for the Oct-Nov-Dec period, while 0 (0%) predict SSTs cold enough to be considered a La Niña. (Note 1).    Overall, a majority of the models indicate that the current above-average SST conditions in the NINO3.4 region may remain warm enough to represent at least a weak El Niño. For the longer lead forecast for Jan-Feb-Mar 2005, 14 of the 18 models (78%) forecast El Niño conditions, 4 models (22%) forecast neutral conditions, and no models (0%) forecast La Niña conditions. If only the 16 models that use subsurface ocean temperature data are included, these figures become 12 (75%), 4 (25%), and 0 (0%). This would imply an increasing probability for El  Niño development toward the end of the calendar year. Caution is advised in interpreting the distribution of model forecasts as the actual probabilities for the coming several months. The expected skill of one model versus another has not been established using uniform validation procedures, which may cause a difference in the above probability estimate from the true probability. 

An alternative way to assess the probabilities of the three possible ENSO conditions is to use the mean of the forecasts of all models, and to construct a standard error function centered on that mean. The standard error would be Gaussian in shape, and would have its width determined by an estimate of overall expected model skill for the season of the year and the lead time. Higher skill would result in a relatively narrower error distribution, while low skill would result in an error distribution with width approaching that of the historical observed distribution. When this method is applied to the current model forecasts, results indicate an enhanced probability of El Niño that varies between 55% and 65% through the end of the 2004 calendar year, and rises to 65-75% in late northern winter and spring of 2005. For all periods the probability for La Niña is well below its climatological value of 25%. The same cautions mentioned above for the distribution of model forecasts apply to this alternative method of inferring probabilities, due to differing model biases and skills.

The IRI's probabilistic ENSO forecast takes into account the indications of this set of models, the outcome of the standard error approach described above, and additional factors such as the very latest observations that may have developed after the initialization times of some of the models. It indicates average or higher than average probabilities for El Niño  conditions throughout the outlook period, and lower than average probabilities for neutral conditions and for La Niña. This suggests that the greatest likelihood is for El Niño over the coming several months and throughout the rest of 2004 and early 2005. The magnitude of the event, however, is expected to be only weak to moderate.
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Note 1 - Only models that produce a new ENSO forecast every month are included in the above statement.
 
 

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