To boost agricultural productivity in the face of increasing water demands, farmers are increasingly adopting efficient irrigation techniques. These methods aims to minimize water usage while providing crops with the necessary hydration. Prominent examples include drip irrigation, which dispenses water directly to plant roots, and sprinkler systems