Introduction:Access to clean water is foundational for sustaining life, bolstering public health, and supporting a wide array of sectors including agriculture, industry, and daily living. Yet, as environmental pollution intensifies, ensuring water purity has become increasingly challenging. Contaminants from industrial activities, agricultural runoff, and urban waste all contribute to...