To boost agricultural productivity in the face of increasing water demands, farmers are increasingly implementing efficient irrigation techniques. These methods seek to reduce water usage while ensuring crops with the necessary moisture. Prominent examples include drip irrigation, which supplies water directly to plant roots, and sprinkler systems