Extensive urbanization and growth of population density have acquired a paramount interest towards a sustainable urban
development. Earth Observation (EO) is an important source of information required for urban planning and management. The
availability of EO data provides the immense opportunity for urban environmental indicators development easily derived by
remote sensors. In this study, the state of the art methods were employed to develop urban planning and management relevant
indicators that can be evaluated by using EO data.