“…Automatic regulation of irrigation canals represents a potential avenue for enhancing water resource governance by facilitating a reduction of up to 33% in water volume consumption [14]. Water supply automation tools are not commonly employed on antiquated irrigation systems, resulting in substantial quantities of surplus water being discharged and a corresponding rise in the value of crops cultivated on irrigated land [15]. People have initiated the examination of remote measurement and control systems of agricultural facilities.…”