on Numerical Weather Prediction Predictability , Probabilistic Forecasting and Ensemble Prediction Systems

It is most important that ensemble forecast can deliver the probabilistic forecast directly, which is based on probability density function (PDF), instead of a single value forecast from traditional deterministic system to the users.