Agriculture is undergoing a digital transformation. With climate uncertainty, water scarcity, and rising production costs, farmers and agricultural planners are increasingly relying on data-driven decision-making to optimize resources. Among the many innovations shaping modern agriculture, irrigation zone mapping using drone data has emerged as one of the most powerful tools for improving water...