To maximize agricultural productivity in the face of rising water demands, farmers are increasingly utilizing efficient irrigation techniques. These methods target to reduce water usage while providing crops with the necessary hydration. Prominent examples include drip irrigation, which dispenses water directly to plant roots, and sprinkler systems