The study underscores significant risks associated with urban heat islands and poor air quality, particularly in densely populated areas. Vulnerable populations, including the elderly and those with pre-existing health conditions, are at heightened risk of heat-related illnesses and respiratory issues due to elevated PM2.5 levels. The uneven distribution of these climate effects within cities can exacerbate social and environmental inequalities, making urban planning a critical factor in mitigating these risks.