Township of Rice Lake is a civil located in Ward County, North Dakota. It appears on the Lake Vernon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,063.65 feet (629.00 m) above sea level. The nearest populated place is Hesnault, approximately 4.9 miles to the N.