A couple of pros: safety - you can get out of a bad place more quickly on a bike than on foot, and you are closer in terms of travel time to the next place where food and water can be found; and so on.

Cons: security - need to lock up the bike when its not with you. Travel limitations - unless you're an experienced mountain biker with the right bike, there are some inviting trails you're gonna have to pass up.