 The calibration of hydrologic models is a worldwide challenge due to the uncertainty involved in the large number of parameters. The difficulty even increases in a region with high seasonal variation of precipitation, where the results exhibit high heterosedasticity and autocorrelation. The study demonstrated that care must be taken when calibrating the SWAT model with non-identifiable parameters. This article was authored by Z Y Shen, L Chen, and T Chen.