'Deptford' means the deep ford.
Anciently written Depeford, the name comes from the deep ford where the old road to Dover, Watling Street, crossed the River Ravensbourne, near today’s station. The ford was replaced first by a wooden and then by a stone bridge. In 1497 rebels from Cornwall were defeated here at the Battle of Deptford Bridge.