Achieving high maize crops hinges on thoughtful application of key nutrients, particularly nitrogen, phosphorus, and potassium – commonly delivered through NPK fertilizer. Common practices often involve applying a uniform amount of NPK nutrient mix across the entire plot, but this can be suboptimal and lead to resource losses. Instead, a adaptive