Flower Lake is a lake located in Tunica County, Mississippi. It appears on the Helena USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 179.59 feet (54.74 m) above sea level. The nearest populated place is Trotter Landing, approximately 4.2 miles to the SSW.