Ten urban land use classes were specified for extraction: residential, commercial, industrial, institutional, informal settlements, airport, port, roads, vacant lands and green areas. Thereafter, visual interpretation indicators such as pattern, shape and size were extensively used in identifying features from aerial photographs and satellite images based on field knowledge.