Trout Lake Township is a civil township of Chippewa County in the U.S. state of Michigan. The population was 332 at the 2020 census. According to the U.S. Census Bureau, the township has a total area of 143.63 square miles, of which 141.39 square miles is land and 2.24 square miles is water.