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Short-term exposure to PM2.5, PM10, SO2, and NO2 was positively associated with daily deaths from cerebrovascular diseases, and no significant association was found for O3. The largest effect on cerebrovascular disease mortality was found at lag0 for PM2.5 (ERR 0.927, 95% CI 0.749-1.105 per 10 μg/m3) and lag1 for PM10 (ERR 0.627, 95% CI 0.493-0.761 per 10 μg/m3), SO2 (ERR 2.518, 95% CI 1.914, 3.122 per 10 μg/m3), and NO2 (ERR 1.090, 95% CI 0.822-1.358 per 10 μg/m3). The trends across lags were statistically significant. The stratified an