The dataset’s 34 groups permit the extraction of the pixel proportion and site data for 19 distinctive urban components, for example structures, vegetation, roads, sky, and automobiles. These data are then used to compute 16 particular indices. The Simpson index can be applied to evaluate the color range of the road Areas.The POI data were extrac