Rice Lake is a lake located in Aitkin County, Minnesota. It appears on the Lawler USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,277.43 feet (389.36 m) above sea level. The nearest populated place is Tamarack, approximately 3.4 miles to the N.