Rankin Lake is a reservoir located in Gaston County, North Carolina. It appears on the Gastonia North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 681.60 feet (207.75 m) above sea level. The nearest populated place is Beaverbrook, approximately 1.0 miles to the S.