water quality is categorized into five grades, in which Grade III indicates that the water is suitable for fishing, aquaculture, and swimming; higher grades (IV and V) indicate poor water quality. Grade III was used to calculate GWF with a Cmax of 20 mg/L for COD and a Cmax of 1 mg/L for total nitrogen, following Zeng et al. (2013).