Leatherwood Lake is a reservoir located in Douglas County, Georgia. It appears on the Campbellton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 960.43 feet (292.74 m) above sea level. The nearest populated place is Longview Estates, approximately 0.4 miles to the SW.