“…Specifically, vacant lots and abandoned building have been highlighted for their direct role in urban decline, as they can create unfavorable perceptions within the community [ 37 ]. [ 38 ] employed ‘empty land’ as a prominent proxy variable for delineating urban decline, uncovering its correlations with several triggering factors of urban deterioration. In this context, the principal independent variables were analyzed through the lenses of ‘economy,’ ‘inequality,’ ‘housing,’ ‘persistent poverty,’ and ‘land use.’ The finding of this study demonstrated a positive correlation between larger water surface areas and agricultural land areas and the acceleration of urban decline.…”