information for each class in the process of urbanization (Jensen, 2004). Since we only would like to examine urban expansion patterns, the classified classes are merged into the following two main categories before applying the change detection technique: the urban area and the non-urban area, which can avoid the influences of misclassification or classification errors. Urban expansion then can be analysed based on bi-temporal and multi-temporal change detection maps.