Harper Lake is a lake located in Marion County, Mississippi. It appears on the Sandy Hook USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 100.92 feet (30.76 m) above sea level. The nearest populated place is Sandy Hook, approximately 1.3 miles to the WSW.