..., and Shannon’s entropy to assess spatial heterogeneity, land-use mixing, and urban expansion patterns. Findings The results reveal a clear pattern of rapid urban expansion in Cairo, primarily driven by the conversion of bare land and the gradual reduction of vegetation areas. While water surfaces remained...