We refined the traditional isotopic mathematical model, originally predicated on the assumption of exhaustive sulfur dioxide oxidation, to account for the incomplete oxidation processes observed in our field campaigns. By constraining this modified framework with in-situ isotopic data, we demonstrated that conventional models, which overlook this partial oxidation, tend to significantly underestimate sulfate source contributions during the summer.