A full credibility-based chance-constrained programming method is developed.
The method is applied to Heshui River watershed in south-central China.
Credibility affects system benefit but slightly impact pollution control cost.
Increased credibility suggests reduced cost for surface water acquisition.
Increased credibility suggests enhanced cost for groundwater withdrawal.