Anthropogenic activities in watersheds (DAS) significantly contribute to the increase in heavy metal concentrations, such as Lead (Pb) and Cadmium (Cd), in aquatic environments. Heavy metals are categorized as hazardous contaminants due to their high toxicity potential and non-degradable and bioaccumulative nature, so their accumulation in waters needs to be monitored. This study aims to analyz…