To maximize agricultural productivity in the face of growing water demands, farmers are increasingly utilizing efficient irrigation techniques. These methods target to conserve water usage while ensuring crops with the necessary moisture. Prominent examples include drip irrigation, which supplies water directly to plant roots, and sprinkler systems