Improvements in seasonal forecasting practice arising from recent research include accurate initialization of snow and frozen soil, accounting for
observational uncertainty in forecast verification, and sea - ice thickness initialization using statistical predictors available in real time.
You have to remember that the 5 year
forecast is derived from a large number of individual runs each with slightly different starting conditions matching the range of the
observational uncertainty in the real starting conditions.