A method and system for mapping the conditions of locations is provided. The method includes retrieving image data associated with a plurality of locations within a specified geographical area. The image data is compared to a plurality of stored image data that includes baseline measurement values associated with an expected condition level of baseline locations within a baseline geographical area. Condition score values associated with the plurality of locations are calculated. The condition score values indicate real time condition values associated with the plurality of locations. An overall condition score value associated with the specified geographical area is generated. A map indicating the overall condition score value is generated.