Flower Lake is a lake located in Carlton County, Minnesota. It appears on the Cromwell West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,291.01 feet (393.50 m) above sea level. The nearest populated place is Cromwell, approximately 0.8 miles to the E.