The water quality of urban rivers is subject to fluctuation caused by rainstorm flood. The uncertainty of flooding in a dynamic environment brings about changes in river quality. presenting a significant challenge. Water samples were collected at 7 sampling sites in Handan City of China from January 2020 to August 2023. https://macorners.shop/product-category/custom-shaped-metal-sign/