Rock River Township is a civil township of Alger County in the U.S. state of Michigan. The population was 1,231 at the 2020 census. According to the United States Census Bureau, the township has a total area of 81.0 square miles, of which 80.7 square miles is land and 0.27 square miles, or 0.31%, is water.