Fall colors at Tahquamenon Falls Published November 30, 2016 at 2000 × 900 in Michigan Tahquamenon Falls in Michigan’s eastern Upper Peninsula seen with colorful fall foliage. This beautiful waterfall is said to be the second largest in the United States east of the Mississippi River.