Rice Lake is a lake located in Cass County, Minnesota. It appears on the Longville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,307.61 feet (398.56 m) above sea level. The nearest populated place is Inguadona, approximately 2.1 miles to the NE.