Brandon Township is a township in Douglas County, Minnesota, United States. The population was 641 at the 2000 census. Brandon Towns…Brandon Township is a township in Douglas County, Minnesota, United States. The population was 641 at the 2000 census. Brandon Township was organized in 1867. It took its name from the settlement of Brandon, Minnesota.