 Richland Township was established in 1829.Ennis Archaeological Site, Maple Grove Road Rural Historic District, Matthews Stone Company Historic District, and Leroy Mayfield House are listed on the National Register of Historic Places.According to the 2010 census, the township has a total area of , all land.