Rice Lake is a reservoir located in Aitkin County, Minnesota. It appears on the McGregor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,223.16 feet (372.82 m) above sea level. The nearest populated place is Thor, approximately 3.4 miles to the SW.