No building or part thereof or other structure shall be erected, nor shall any existing building be altered, enlarged, rebuilt, or moved into any zone, nor shall any open space be encroached upon or reduced in any manner, except in conformity to the yard, building site area, and building location regulations hereinafter designated for the zone in which such building or open space is located.