As BR said, remove food sources, remove/block/disturb nesting sites.
If you think that they are in the wood pile, move or disturb the wood pile. Do that every few days and the rats will get the idea.
Do you know anyone that keeps ferrets?
Is there a pet shop that might have ferrets near you...