Achieving significant maize output hinges on precise application of key nutrients, particularly nitrogen, phosphorus, and potassium – commonly delivered through NPK blends. Standard practices often involve applying a uniform amount of NPK product across the entire plot, but this can be wasteful and lead to economic losses. Instead, a adaptive app