The satellite-retrieved aerosol optical depth (AOD) provides unique estimation of loading across a continuous space. However, current AOD products with relatively coarse resolution (≥1 km) can hardly capture the details in urban areas large spatial gradients. To address this issue, here we developed novel retrieval algorithm for retrieving extra fine (30 m) from Landsat-8 satellite OLI images. ...