Corney Lake is a reservoir located in Claiborne County, Louisiana. It appears on the Lillie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 113.65 feet (34.64 m) above sea level. The nearest populated place is Scottsville, approximately 1.7 miles to the NW.