Urban flooding has emerged as one of the most pressing environmental challenges faced by modern cities worldwide. As urbanization accelerates and impermeable surfaces replace natural landscapes, the capacity of drainage systems and natural waterways to manage stormwater dramatically decreases. This phenomenon exacerbates flood risks, leading to significant economic damage, disruption