Leisure Village West-Pine Lake Park Census Designated Place (historical) is a census located in Ocean County, New Jersey. It appears on the Lakehurst USGS 7.5-minute topographic quadrangle. The nearest populated place is Pine Lake Park, approximately 0.5 miles to the E.