Data in the real world almost always involve uncertainty. Does it help if we could quantify your uncertainties?
Weather is hard to predict. 100% you won’t get it right. Then why stuck with a single forecast?
Once you combine uncertain data with uncertain forecasts you still need to make the choice. Don’t you?