Rice Lake is a lake located in Menominee County, Wisconsin. It appears on the Shawano USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 826.77 feet (252.00 m) above sea level. The nearest populated place is Legend Lake, approximately 3.5 miles to the WNW.