Achieving substantial maize crops hinges on precise application of critical nutrients, particularly nitrogen, phosphorus, and potassium – commonly delivered through NPK fertilizer. Traditional practices often involve applying a uniform amount of NPK nutrient mix across the entire plot, but this can be wasteful and lead to environmental losses. In