A Zoning Permit or Certificate of Occupancy shall specify the use of the land, or building or buildings, as the case may be, and any terms or conditions imposed thereunder. Any change in use shall be treated as a new use and a new Zoning Permit or Certificate of Occupancy shall be required therefor. Before any Zoning Permit or Certificate of Occupancy, as the case may be, shall be issued for any such change in use, all provisions of this chapter shall be complied with in the same manner as if the new use were an initial use of land or a new structure or building.