Sunrise Lake is a reservoir located in DeSoto County, Mississippi. It appears on the Pleasant Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 329.04 feet (100.29 m) above sea level. The nearest populated place is Pleasant Hill, approximately 1.4 miles to the NNE.