A nonconforming use as defined in the preceding section shall be considered abandoned if such nonconforming use is terminated by the owner or tenant; if the owner or tenant shall fail to use the property for the non-conforming use for a period of 12 consecutive months this shall be presumptive evidence of such abandonment and thereafter such building, structure and/or land shall not be used in a nonconforming manner.