Rapid urbanization and climate change are intensifying urban heat island (UHI) risk, especially in fast-growing megacities where built-up areas expand faster than cooling infrastructure. In this study, researchers integrate UHI risk assessment with green space accessibility analysis to locate mismatches between heat risk mitigation need and green provision, and identify the most vulnerable populations, using Chengdu, China as a case study.