A device includes: an image data receiving component operable to receive multiband image data of a geographic region; a surface index generation component operable to generate a surface index based on at least a portion of the received multiband image data; a classification component operable generate a land cover classification based on the surface index; a segment data receiving component operable to receive segment data relating to at least a portion of the geographic region; a zonal statistics component operable generate a segment land cover classification based on the land cover classification and the segment data; a feature data receiving component operable to receive feature data; a feature index generation component operable to generate a feature index based on the received feature data; and a catalog component operable to generate a segment feature index based on the feature index and the segment land cover classification.