To enhance agricultural productivity in the face of rising water demands, farmers are increasingly utilizing efficient irrigation techniques. These methods seek to minimize water usage while ensuring crops with the necessary moisture. Prominent examples here include drip irrigation, which delivers water directly to plant roots, and sprinkler system