Wellsburg is a village in Chemung County, New York, United States. The population was 580 at the 2010 census. The village is named after the pioneer family of Abner Wells who came from Southold on Long Island.Wellsburg is located in the southeast part of the town of Ashland. It is southeast of the city of Elmira and is part of the Elmira Metropolitan Statistical Area.