Appeals may be made by any person, board, association, corporation, jurisdiction or official allegedly aggrieved by the grant or refusal of a zoning certificate, as authorized by the Annotated Code of Maryland, Land Use Article, Division I, as amended, or by any other administrative decision of the Director of Community Planning and Development based, in whole or in part, upon this chapter, including the Zoning Map. Such appeals shall be made to the Board in accordance with the provisions of Article XXII of this chapter.