General Trends of the Town of Rogersville on the Move" On file with the Rogersville Chamber of Commerce Originally known as "Rodgersville", it took its name from Andrew and Patience Rodgers of South Carolina who moved into the area and purchased 79 acres at a public land sale in Huntsville on May 3, 1818.