Multimodel approach to seasonal prediction

Abstract

Multimodel forecast fields of temperature at 850 hPa and seasonal precipitation are combined using a procedure of two-step averaging. It is shown that the resulting forecasts averaged over the multimodel ensemble outperform the forecasts of individual models. The verification of forecast production has been carried out on cross-validated hindcasts according to WMO requirements. The simulation of spatiotemporal variability of atmospheric variables is assessed. The results indicate that the combined models are rather skillful in the tropical oceans, while the accuracy in the extratropics is poor.