IRI ENSO Forecast
IRI Technical ENSO Update
Published: April 17, 2014
Recent and Current Conditions
The SST anomaly in the Nino3.4 region in recent weeks has been in the neutral range but rising during the mid-March to mid-April period, 2014. For March the Nino3.4 SST anomaly was -0.22 C, indicative of neutral conditions, and for Jan-Mar it was -0.43 C. The IRI’s definition of El Niño, like NOAA/Climate Prediction Center’s, requires that the SST anomaly in the Nino3.4 region (5S-5N; 170W-120W) exceed 0.5 C. Similarly, for La Niña, the anomaly must be -0.5 C or less. The climatological probabilities for La Niña, neutral, and El Niño conditions vary seasonally, and are shown in a table at the bottom of this page for each 3-month season. The most recent weekly SST anomaly in the Nino3.4 region was 0.2 C, which is warmer than the -0.22 C observed in March. The trend is then an upward one both for Jan-Mar to March, and from March to last week’s observation.
Expected Conditions
What is the outlook for the ENSO status going forward? The most recent official diagnosis and outlook was issued earlier this month in the NOAA/Climate Prediction Center ENSO Diagnostic Discussion, produced jointly by CPC and IRI; it called for a likelihood for neutral ENSO conditions continuing into spring 2014, but with probabilities of El Niño rising to 52% by Jun-Aug 2014, and to 66% by early northern winter 2014-15. The latest set of model ENSO predictions, from mid-April, now available in the IRI/CPC ENSO prediction plume, is discussed below. Currently, Nino3.4 SST anomalies are in the warm-neutral range. Anomalies are positive near the dateline and also in the portion of the eastern tropical Pacific in part of the Nino3 region (5S-5N; 90W-150W). Subsurface temperature anomalies across the central and eastern equatorial Pacific have increased to become very strongly above average levels, due to a downwelling Kelvin wave triggered by two westerly wind events in the western tropical Pacific during the Jan-Mar period. In the atmosphere, the basin-wide sea level pressure pattern (e.g. the SOI) has been close to average recently, with a hint of becoming slightly negative. The low-level zonal winds have been weak, and the upper level winds have also shown no strong or spatially extensive anomalies. Anomalous convection (as measured by OLR) has become positive near the dateline, and near average in much of the remainder of the equatorial Pacific basin. Together, these features continue to reflect ENSO-neutral conditions. The much above average subsurface heat content, however, has the potential to raise the SST farther in the eastern part of the basin in the very near future. This, in turn, could induce anaomlous low level westerlies in the central and eastern part of the equatorial Pacific, which could lead to a coupling of ocean and atmosphere in such a way as to induce the onset of El Niño conditions.
As of mid-April, none of the dynamical or statistical models models predicts La Niña SST conditions for the Apr-Jun 2014 season, 14% predicts El Niño conditions, and 86% indicates neutral ENSO. At lead times of 3 or more months into the future, statistical and dynamical models that incorporate information about the ocean’s observed subsurface thermal structure generally exhibit higher predictive skill than those that do not. For the Jul-Sep 2014 season, among models that do use subsurface temperature information, 12% predicts ENSO-neutral SSTs, 88% predicts El Niño conditions and none predicts La Niña conditions. For all model types, the probability for neutral ENSO conditions is above 50% only for Apr-Jun 2014, is 29% for Jun-Aug 2014, and is mainly in the 10-30% range from Aug-Oct through Dec-Feb 2014-15 at the end of the forecast period. Probabilities for El Niño rise to 52% for May-Jul 2014, to 71% for Jun-Aug, and Jul-Sep, and settle in mainly the 80-88 range from Aug-Oct through Dec-Feb. No model predicts La Niña conditions for any of the 3-month periods between Apr-Jun and Dec-Feb.
Note – Only models that produce a new ENSO prediction every month are included in the above statement.
Caution is advised in interpreting the distribution of model predictions as the actual probabilities. At longer leads, the skill of the models degrades, and skill uncertainty must be convolved with the uncertainties from initial conditions and differing model physics, leading to more climatological probabilities in the long-lead ENSO Outlook than might be suggested by the suite of models. Furthermore, the expected skill of one model versus another has not been established using uniform validation procedures, which may cause a difference in the true probability distribution from that taken verbatim from the raw model predictions.
An alternative way to assess the probabilities of the three possible ENSO conditions is more quantitatively precise and less vulnerable to sampling errors than the categorical tallying method used above. This alternative method uses the mean of the predictions of all models on the plume, equally weighted, and constructs a standard error function centered on that mean. The standard error is Gaussian in shape, and has its width determined by an estimate of overall expected model skill for the season of the year and the lead time. Higher skill results in a relatively narrower error distribution, while low skill results in an error distribution with width approaching that of the historical observed distribution. This method shows probabilities for La Niña at near 0% for Apr-Jun 2014, and remaining at 2% or less for all forecast periods through Dec-Feb 2004-15. Model probabilities for neutral ENSO conditions are above 75% for Apr-Jun 2014, 49% for May-Jul, 37% for Jun-Aug, 30% for Jul-Sep, and between 20 and 25% for Aug-Oct through Dec-Feb 2014-15 at the end of the forecast period. Probabilities for El Niño are 25% for Apr-Jun 2014, rise to 49% for May-Jul, 62% for Jun-Aug, 69% for Jul-Sep, and between 74% and 80% for Aug-Oct through Dec-Feb 2014-15. It is clear that the models collectively favor neutral ENSO conditions only for Apr-Jun 2014, give about equal chances for neutral or El Niño for May-Jul, followed by the remainder of 2014 when El Niño becomes considerably more likely than neutral. A plot of the probabilities generated from this most recent IRI/CPC ENSO prediction plume using the multi-model mean and the Gaussian standard error method summarizes the model consensus out to about 10 months into the future. The same cautions mentioned above for the distributional count of model predictions apply to this Gaussian standard error method of inferring probabilities, due to differing model biases and skills. In particular, this approach considers only the mean of the predictions, and not the total range across the models, nor the ensemble range within individual models.
The probabilities derived from the models on the IRI/CPC plume describe, on average, maintenance of neutral ENSO conditions into northern spring 2014. A good possibility for El Niño development is seen starting in May-Jul 2014, as the objective model-based probabilities for El Niño begin exceeding those for neutral ENSO through Dec-Feb 2014-15 at the end of the forecast period. The uncertainty will diminish as we progress through the northern spring predictability barrier in the coming two months. A caution regarding this latest set of model-based ENSO plume predictions, is that factors such as known specific model biases and recent changes that the models may have missed will be taken into account in the next official outlook to be generated and issued in early October by CPC and IRI, which will include some human judgement in combination with the model guidance.
Climatological Probabilities
Season |
La Niña |
Neutral |
El Niño |
DJF |
37% |
28% |
35% |
JFM |
34% |
37% |
29% |
FMA |
30% |
48% |
22% |
MAM |
26% |
54% |
20% |
AMJ |
24% |
54% |
22% |
MJJ |
25% |
51% |
24% |
JJA |
25% |
50% |
25% |
JAS |
27% |
46% |
27% |
ASO |
29% |
40% |
31% |
SON |
32% |
34% |
34% |
OND |
34% |
31% |
35% |
NDJ |
37% |
27% |
36% |
IRI/CPC Mid-Month Plume-Based ENSO Forecast Probabilities
Season |
La Niña |
Neutral |
El Niño |
AMJ 2014 |
~0% |
75% |
25% |
MJJ 2014 |
2% |
50% |
48% |
JJA 2014 |
2% |
37% |
61% |
JAS 2014 |
1% |
31% |
68% |
ASO 2014 |
1% |
25% |
74% |
SON 2014 |
1% |
25% |
74% |
OND 2014 |
1% |
20% |
79% |
NDJ 2014 |
1% |
21% |
78% |
DJF 2014 |
1% |
24% |
75% |