Fig. 2. Pretreatment steps of five arbitrarily selected soil visible and near infrared spectra considered before the partial least squares regression analysis: (a) raw spectra; (b) spectra reduction; (c) maximum normalization; (d) first derivative with the Savitzy–Golay method.