Golden Memorial Park Lake is a reservoir located in Scott County, Mississippi. It appears on the Walnut Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 422.34 feet (128.73 m) above sea level. The nearest populated place is Horseshoe, approximately 1.3 miles to the SSW.