I've heard leaving an empty bird cage with food in it can sometimes attract birds that have escaped. (I'm assuming this one was a pet at one time) I've also heard that drenching a bird with hose will make it unable to fly, so you could catch it. (I would use that as a last resort, being drenched with cold water doesn't sound too pleasant!)