Introduction Water, a vital natural resource, is the cornerstone of life on Earth. From quenching human thirst to sustaining ecosystems, water is indispensable. However, rapid industrialization, urbanization, and agricultural expansion have introduced numerous pollutants into water bodies, triggering a crisis…