Armstrong has a total area of 0.9 sq. miles. It is a part of Emmet County in the U.S. State of Iowa. The city of Armstrong was originally known as the Armstrong Grove. The Thomsen Round Barn is listed in the National Register of Historic Places. Tourism is an important economic activity of the region and other small businesses have also grown based on tourism.