Township of Richland is a civil located in Rice County, Minnesota. It appears on the Moland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,171.26 feet (357.00 m) above sea level. The nearest populated place is Epsom, approximately 2.7 miles to the NE.