As the global population continues to burgeon, the demand for food production escalates, placing immense pressure on agricultural practices. In this context, water scarcity and the need for resource optimization become critical challenges. Traditional irrigation methods often lead to overwatering or under-watering, resulting in reduced crop yields, wastage…