Kemp Lake is a reservoir located in Mills County, Texas. It appears on the Center City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,439.47 feet (438.75 m) above sea level. The nearest populated place is Center City, approximately 4.1 miles to the E.