Walnut Lake is a reservoir located in Benton County, Mississippi. It appears on the Camp Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 534.45 feet (162.90 m) above sea level. The nearest populated place is Hopewell, approximately 1.6 miles to the W.