If there is a shed or other enclosure nearby then get a group of 3+ people (the more the better) and have everyone SLOWLY herd the duck inside.
SLOWLy needs a lot of emphasis. The slower you go, the faster you'll catch the duck. The moment he realizes he's being chased he will go everywhere...