Urban heat islands exist a grave issue in metropolitan areas globally. These localized regions of elevated temperatures result from the abundance of impervious surfaces and reduced vegetation, intensifying the metropolitan environment's heat. To mitigate this problem, predicting urban heat islands with finesse is crucial. click here A forecast-driv