Tukey tests with significance level of 0.05 showed that for estimated mean runoff volume, BOD, and COD, S14 and S15 were not significantly different from other scenarios; while predicted mean TN, TP, TSS, and Pb, for S14 and S15 were significantly different from other scenarios.