The concept of assembly probability forecast is put forward.

As applied in weather prediction like probability forecast, ensemble prediction has been used for "targeted observation" and data assimilation.

Using the ECMWF ensemble forecasting system as an example, a deterministic forecast case and a probability forecast case are discussed, respectively.