Rice Lake is a lake located in Sherburne County, Minnesota. It appears on the Duelm USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 984.09 feet (299.95 m) above sea level. The nearest populated place is Duelm, approximately 2.2 miles to the N.