Lake Catherine is a reservoir located in Hinds County, Mississippi. It appears on the New Byram USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 321.42 feet (97.97 m) above sea level. The nearest populated place is Lost Lake, approximately 0.5 miles to the E.