Any use of land, a structure, or a building that is not specifically named as a permitted principal or accessory use within any zoning district shall not be permitted until it is determined by the Zoning Administrator that such use is similar and compatible to those uses expressly permitted within such district. The decision of the Zoning Administrator may be appealed as provided in Section 1137 of this Zoning Code.