Fig. 2: Comparison of simulated PM2.5 concentration before and after assimilation.

a, b Model performance and mapping comparison among Beijing from WRF-CMAQ model, our method, and monitoring data, with 4 extracted local areas (i) – (iv) for detailed difference. c Probability distribution comparison of PM2.5 concentration intervals.