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Our analysis revealed a substantial effect modification of mortality's relationship with ozone by temperature (P0.001 interaction). This implies that ozone's adverse effects on mortality are magnified in warmer environments. This study's longitudinal analysis underscored the persistent influence of prolonged ambient PM exposure. Elevated risks of all-cause mortality among older Chinese adults were significantly and in