“…Nevertheless, looking at the spectral fingerprint region intervals (3100-2750 cm À 1 and 1850-600 cm À 1 ), the transmittance and the respective transformed derivative values at some specific wavenumbers have slightly different intensities, probably related to differences in the chemical composition of the oils (e. g., phenolic compounds, tocopherols, carotenoids, and sterols), which could be used for olive oils' discrimination. Indeed, peaks in the regions of 3400-3200 cm À 1 are typical of polyphenolic compounds and acids; [36] whereas peaks in the regions of 2850-2750 cm À 1 , 1820-1660 cm À 1 , and 1300-1000 cm À 1 can be related to aldehydes, carbonyls, and esters functional groups, respectively. [37][38] Thus, the FTIR spectra, i. e. transmittance, 1 st and 2 nd derivatives data (Figure 2) were further treated by applying LDA-SA, allowing to establish classification models based on the spectral information related to 10, 8 and 6 selected wavenumbers, respectively (transmittance: 656, 1200, 1331, 1533, 1587, 1720, 2770, 2781, 2789, and 2820 cm À 1 ; 1 st derivative: 1146, 1151, 1259, 1265, 1761, 2826, 3022, and 3084 cm À 1 ; and, 2 nd derivative: 1020, 1047, 1136, 1298, 2841, and 2878 cm À 1 ).…”