Tupelo Lake is a lake located in Mississippi County, Arkansas. It appears on the Lepanto USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 218.53 feet (66.61 m) above sea level. The nearest populated place is Whitton, approximately 0.4 miles to the E.