Why the forecast becomes less certain further into the week
Small differences in the atmosphere can grow over time. Forecast ensembles help describe the range of possible outcomes rather than hiding it behind a single symbol.
Weather
The same rain can have very different effects on the ground
Intensity, soil conditions and the shape of a catchment influence how quickly water reaches a stream or a street. A daily rainfall total tells only part of the story.