Desert Lake is a lake located in Emery County, Utah. It appears on the Cleveland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,577.00 feet (1,699.87 m) above sea level. The nearest populated place is Elmo, approximately 2.1 miles to the WNW.