ISHS Acta Horticulturae 824: International Symposium on Application of Precision Agriculture for Fruits and Vegetables
NONDESTRUCTIVE OLIVE QUALITY DETECTION USING FT-NIR SPECTROSCOPY IN REFLECTANCE MODE |
| Authors: | I. Kavdir, M.B. Buyukcan, H. Kocabiyik, R. Lu, M. Seker |
| Keywords: | FT-NIR spectroscopy, olive, firmness, oil content, chroma, hue |
| Abstract:
Quality features including firmness, oil content, and color (chroma, hue) of two olive (Olea europaea L.) varieties (‘Ayvalik’ and ‘Gemlik’) were predicted using FT-NIR spectroscopy. Reflectance measurements of intact olives were performed using a bifurcated fiber optic probe. Measurements of firmness, oil content, and color values were done following the spectral measurements using standard methods. Calibration methods were developed using the partial least squares method. Good correlations were obtained in calibration and validation for Magness-Taylor (MT) maximum force, which was used as a measure of firmness, for both ‘Ayvalik’ and ‘Gemlik’ varieties; the coefficient of determination (R2) for ‘Gemlik’ olives was 0.74 (SEC = 1.27) in calibration and 0.67 (SEP = 1.37) in validation. Better oil content prediction of olive fruits was obtained for the pooled data of ‘Ayvalik’ and ‘Gemlik’ varieties with the R2 value of 0.64 (SEP = 0.05) in validation. Higher correlations were obtained for color predictions with R2 = 0.88 and SEP = 12.9 for chroma and R2 = 0.86 and SEP = 0.10 for hue for ‘Gemlik’. Similar color prediction results were obtained for the ‘Ayvalik’ variety. | |
Download Adobe Acrobat Reader (free software to read PDF files) | |
