A method coupled with remote sensing data to evaluate non-point source pollution in the Xin'anjiang catchment of China

► A rapid estimation system with the remote sensing data on non-point source pollution is built. ► The simulation is validated by SWAT model and pollution census data. ► Spatial pixel-based modeling advocates basin scale estimations. ► The rapid estimation system contributes to the environmental policymaking.