Sea surface temperature forecasts in the NINO3.4 region
using data up to July 1997

The average tropical Pacific sea surface temperature anomaly (SSTA) in the NINO3.4 region (5N-5S, 170W-120W) is often used as an El Nino index.

The figure shows our latest forecast using a neural network model trained with data up to July 1997. The three panels are for 3-, 6-, and 9-month leadtimes respectively. The black line is the observed SSTA (in degree Celsius), and the blue circles are forecasts.

Models of all 3 leadtimes indicate an increase of NINO3.4 in the coming months, possibly forming a full scale El Nino event in 1997. The wind data from April 1997 on carry a strong warm-event precursor signal.

More details about our model.

El Nino effects on Canada.

Coming Soon

We are now compiling a real-time sea leval pressure (SLP) data set. Our future neural network models will use SLP as predictors, as our experiments showed that SLP produced more skillful forecasts, especially for leadtimes longer than 6 months.

We will also be making forecasts for the SSTA field of the entire Pacific, and possibly for the global domain, which can be used to drive atmosphere general circulation models to produce seasonal forecasts.

[Our Past Forecasts]
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