Achieving substantial maize output hinges on thoughtful management of critical nutrients, particularly nitrogen, phosphorus, and potassium – commonly delivered through NPK formulations. Traditional practices often involve applying a fixed amount of NPK fertilizer across the entire plot, but this can be inefficient and lead to environmental losses