TRACT:BACKGROUND AND OBJECTIVES: The heating of inner cities is an immense global phenomenon, and urban green spaces are crucial in mitigating this predicament. This study evaluates the cooling effects of urban green infrastructures in a dry region, specifically the Middle East by analyzing Tehran, a metropolis severely impacted by urban heating. We use advanced methodologies to estimate regulating ecosystem services.METHODS: This research employed a multi-stage methodology utilizing satellite data and in-situ measurements. Land use/land cover maps of Tehran were generated using Landsat imagery from Thematic Mapper (۲۰۰۲), Enhanced Thematic Mapper Plus (۲۰۱۲), and Operational Land Imager (۲۰۲۲), processed with geometric and radiometric corrections in ENVI ۵.۳. A supervised classification via the Super Vector Machine algorithm identified four land use categories: built-up areas, barren lands, green spaces, and water bodies. The cooling effects of these land uses, analyzed using the InVEST ecosystem service software, were assessed over the ۲۰۰۲-۲۰۲۲ period, incorporating variables such as evapotranspiration, temperature, and shading effects.FINDINGS: The results showed a decline in green spaces from ۱۳.۱% in ۲۰۰۲ to ۱۱.۹% in ۲۰۱۲ and ۱۱.۸% in ۲۰۲۲, with a projected further decline to ۱۱.۷% by ۲۰۳۲. The reduction rate was significant in the first decade, with a loss of ۷۱۷ hectares, compared to ۱۴ hectares in the second decade. An additional reduction of ۶۶ hectares is predicted over the next decade. The Urban Heat Mitigation Index was highest in the green District ۲۲ with values of ۰.۹۱, ۰.۷۹, and ۰.۶۶, respectively, and lowest in District ۱۰ with values of ۰.۲۲, ۰.۲۱, and ۰.۱۹. Projections for ۲۰۳۲ suggest that District ۲۲ will maintain the highest cooling capacity at ۰.۶۵, while District ۱۰ will remain the lowest at ۰.۱۹.CONCLUSION: This study highlights the critical relationship between urban development and green infrastructure. It particularly underscores the importance of preserving green infrastructure as a means to mitigate urban heat, with a focus on its influence on Tehran's microclimate and overall environmental quality. The findings indicate a worrying decline in green spaces, posing significant challenges for urban environmental management. This persistent loss of natural areas undermines ecological stability and urban resilience, especially in terms of heat mitigation and quality of life. Additionally, the uneven distribution of green spaces exacerbates vulnerability in specific Districts, emphasizing the pressing need for sustainable urban planning in Tehran. This study assessed past and future changes to provide valuable insights for urban decision-makers and managers.