Whenever a non-conforming use of land or a building, structure, mobile home or manufactured home has been discontinued for a period of twelve (12) consecutive months, such use shall not, after being discontinued or abandoned, be re-established. The use of the premises thereafter must be in conformity with the regulations of the district.