“Luminous remote sensing images are widely used in various fields, but urban water environment assessment is relatively scarce. Experts explore the spatial downscaling method of night light images for urban lakes in the Yangtze River Basin, providing support for the assessment of light pollution in urban lakes and the analysis of lakeside environments.”