Water is the source of life, and its quality is directly linked to human health, ecological balance, and the sustainable development of industry and agriculture. Strict monitoring is essential for the tap water we drink daily and the natural water bodies such as rivers, lakes, and seas. In the past, water quality testing often meant cumbersome laboratory procedures, bulky equipment, and long waiti...