Oak Lake, MinnesotaOak Lake is a ghost town in section 24 of Audubon Township in Becker County, Minnesota, United States.HistoryThe village of Oak Lake, which was also known as Oak Lake Cut or Oak City, had a station of the Northern Pacific Railroad located in nearby section 19 of Detroit Township, but was abandoned in 1872 when a new station was built five miles west, in the town of Audubon.