ensembleforecast
Ensemble forecasting is a method used in weather prediction and other fields where multiple forecasts are generated from a single model, with slight variations in the initial conditions. This approach aims to capture the inherent uncertainty in the prediction process. Instead of producing a single "best guess" forecast, an ensemble forecast consists of a range of possible outcomes. Each individual forecast within the ensemble is often referred to as a "member."
The variations in initial conditions for each ensemble member are typically introduced through techniques like singular
The output of an ensemble forecast is not a single prediction but rather a distribution of possible