River Rouge is a city in Wayne County in the U.S. state of Michigan and an industrial Downriver suburb of Detroit. The population was 7,903 at the 2010 census. It is named after the River Rouge, which flows along the city's northern border and into the Detroit River. The city includes the heavily industrialized Zug Island at the mouth of the River Rouge.