OSM provides large numbers of tags. By incorporating this data source alongside Landsat's 7 bands (and any supplementary satellite imagery brought into the classifier in future), we anticipate improving the classification accuracy. Having expanded the feature space to incorporate OSM data on urban features, it is possible that the classifier might approach very high classification accuracy. If this is achieved, the new OSM data would make it possible to shift to more ambitious classification tasks. Based on constructing a new reference image, a classifier could be trained upon a larger number of categories, such as population densities per square feet or multiple land use categories including industrial, agricultural and commercial areas. Introducing the new data source of OSM - which has not been implemented in past studies so far as the researchers are aware - it may be possible to produce urban planning data of increasing detail and utility to the cit