Rice Lake is a lake located in Hennepin County, Minnesota. It appears on the Osseo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 891.11 feet (271.61 m) above sea level. The nearest populated place is Maple Grove, approximately 3.0 miles to the S.