This study investigated the spatial association between surface water quality and cancer incidence in China using nationwide water monitoring and population-level cancer data. A "dose-response" relationship was observed between the number of pollutants at high levels and cancer incidence, suggesting surface water quality is a significant factor in cancer incidence. The study highlights the complex effects of multiple pollutants and points to strategies for addressing this challenge.