My parents just came from holiday and they were on one of dryest spots on earth. It just never rains there. They were there one half of a day and it was raining like hell.
The fact that the chance of certain weather is extremely small does not mean it can not happen.
If you give enough monkeys a typewriter one of them will type Shakespeare's Hamlet.