Township of Rat Lake is a civil located in Mountrail County, North Dakota. It appears on the Rat Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,409.55 feet (734.43 m) above sea level. The nearest populated place is Ross, approximately 11.6 miles to the NNE.