Trade-offs in designing water pollution trading policy with multiple objectives: A case study in the Tai Lake Basin, China

•A zonal-based trading ratio (ZTR) system is proposed.•An agent-based simulation approach and a WASP model are integrated.•The cost-efficiency and water quality impacts of different scenarios are evaluated.•A ZTR system can achieve the tradeoffs between cost-efficiency and water quality.