Oak Hill Burial Park, Lakeland, Polk County, Florida, 33810 USA: Find a Grave Owned and maintained by the City of Lakeland.Oak Hill Burial Park consists of two cemeteries: Laurel Hill Cemetery and Temple Emanuel Cemetery. The names of both cemeteries are displayed at the park’s main entrance.