Weather is a chaotic system, due to it being chaotic and the lorenz attractor maximum three days of weather can be forecasted.
"While we can typically predict general weather patterns up to 3 days ahead, predictability for detailed local weather such as rainfall or fog formation is much less."
see more here http://research.metoffice.gov.uk/research/nwp/ensemble/conce...