Emerging techniques are facilitating the assessment of soil nutrient potential at expansive scales. Employing remote sensing imagery from satellites provides a valuable means to estimate nutrient availability across vast areas. This approach combines imagery wavelengths with soil samples to generate precise nutrient distribution models . Such asse