 This work utilizes Earth observation data to create a base for monitoring the evolution of cities and settlements, including their location, extent, and other attributes. The generalized settlement area is identified by combining multiple EODrived products that map built-up areas or related semantic abstractions. An agreement map is created using a grid of one kilometer two cells classified according to the number of EODrived products reporting any positive occurrence of built-up structures, and the paper describes the characteristics of this map across different geographic regions of the world. The implications for potential users of these EODrived products are outlined. This article was authored by A.J. Flauchik, M. Melchiori, J. Ziedler, and others.