Rice Lake is a lake located in Waseca County, Minnesota. It appears on the Elysian USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,018.60 feet (310.47 m) above sea level. The nearest populated place is Greenland, approximately 2.1 miles to the NNE.