If runoff is very different from input, the pH change has to have happened in the medium, and the pH in the medium must be at least as bad as the runoff, if not worse due to dilution of runoff by input. Fresh runoff is a reflection of conditions in the medium, methinks. At least that is the way my feeble brain sees it.