Martin Buchanan left Oatlands in 1863 and enlisted in Company G of the 2nd United States Colored Infantry. He served throughout the Civil War. He returned to Loudoun, bought property in nearby Gleedsville, and raised a family there. A descendant of the Buchanans has served their country in every war since.