Achieving high maize yields hinges on careful control of key nutrients, particularly nitrogen, phosphorus, and potassium – commonly delivered through NPK blends. Traditional practices often involve applying a fixed amount of NPK nutrient mix across the entire field, but this can be suboptimal and lead to resource losses. Instead, a responsive app