Decatur is a city, in Benton County, Arkansas, United States. The population was 1,314 at the 2000 census. It is part of the Fayetteville–Springdale–Rogers, AR-MO Metropolitan Statistical Area. This town is named after war hero Stephen Decatur, Jr.