Asherville, IndianaAsherville is an unincorporated community in Jackson Township, Clay County, Indiana. It is part of the Terre Haute Metropolitan Statistical Area.HistoryJohn Asher laid out Asherville in 1873. At the same time, a post office was built and remained in operation until its discontinuation in 1912.GeographyAsherville is located at.