Rice Marsh Lake is a lake located in Hennepin County, Minnesota. It appears on the Shakopee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 875.62 feet (266.89 m) above sea level. The nearest populated place is Chanhassen, approximately 0.9 miles to the NW.