Quality evaluation of intact açaí and juçara fruit by means of near infrared spectroscopy

作者: Luis Carlos Cunha Júnior , Gustavo Henrique de Almeida Teixeira , Viviani Nardini , Kerry Brian Walsh

DOI: 10.1016/J.POSTHARVBIO.2015.10.001

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摘要: ABSTRACT The objective of this study was to report the robustness partial least squares regression (PLSR) models developed using FT-NIR reflectance spectra obtained from intact acai and jucara fruit. Mature fruit were collected over two years (6 populations jucara, totalling 505 samples). Diffuse acquired (64 scans spectral resolution 8 cm −1 ) ∼25 fruits per batch on a 90 mm diameter glass dish in single layer. Spectra subject several pre-processing procedures variable selection methods develop PLSR models. For total anthocyanin content (TAC) acai, model wavelength range 1606–1793 nm, standard normal variate (SNV) second derivative Savitzky–Golay (SNV +  d 2 A achieved bias corrected root mean square error (SEP) 3.6 g kg R p 0.7 predicting an external independent set, which better than for (SEP 3.7 g kg , 0.5), both species combined 5.7 g kg 0.5). soluble solids (SSC) SNV +  window 1640–1738 nm bias-corrected SEP 2.9% 0.8, similar 1.1%, 0.9) 2.3%, 0.8). can be used sort based SSC TAC into grades (low high contents).

参考文章(29)
Tormod Næs, Tom Fearn, Tomas Isaksson, Tony Davies, A user-friendly guide to multivariate calibration and classification NIR Publications: Chichester UK. (2002). ,(2017) , 10.1255/978-1-906715-25-0
W. Horwitz, H. Reynolds, P. Chichilo, Official methods of analysis of the Association of Official Analytical Chemists. Official methods of analysis of the Association of Official Analytical Chemists, Washington, DC, USA. pp. 11530003075- ,(1970)
Maria J. Melo, Fernando Pina, Claude Andary, Anthocyanins: Nature's Glamorous Palette John Wiley & Sons, Ltd. pp. 135- 150 ,(2009) , 10.1002/9780470744970.CH9
Yara Gurgel Dall' Acqua, Luis Carlos Cunha Júnior, Viviani Nardini, Valquira Garcia Lopes, José Dalton da Cruz Pessoa, Gustavo Henrique de Almeida Teixeira, DISCRIMINATION OF EUTERPE OLERACEA MART. (ACAI) AND EUTERPE EDULIS MART. (JUCARA) INTACT FRUIT USING NEAR-INFRARED (NIR) SPECTROSCOPY AND LINEAR DISCRIMINANT ANALYSIS Journal of Food Processing and Preservation. ,vol. 39, pp. 2856- 2865 ,(2015) , 10.1111/JFPP.12536
Graciele Da Silva Campelo Borges, Francilene Gracieli Kunradi Vieira, Cristiane Copetti, Luciano Valdemiro Gonzaga, Rui Carlos Zambiazi, Jorge Mancini Filho, Roseane Fett, Chemical characterization, bioactive compounds, and antioxidant capacity of jussara (Euterpe edulis) fruit from the Atlantic Forest in southern Brazil Food Research International. ,vol. 44, pp. 2128- 2133 ,(2011) , 10.1016/J.FOODRES.2010.12.006
Bart M. Nicolaï, Katrien Beullens, Els Bobelyn, Ann Peirs, Wouter Saeys, Karen I. Theron, Jeroen Lammertyn, Nondestructive measurement of fruit and vegetable quality by means of NIR spectroscopy: A review Postharvest Biology and Technology. ,vol. 46, pp. 99- 118 ,(2007) , 10.1016/J.POSTHARVBIO.2007.06.024
D. Cozzolino, M.B. Esler, R.G. Dambergs, W.U. Cynkar, D.R. Boehm, I.L. Francis, M. Gishen, Prediction of colour and pH in grapes using a diode array spectrophotometer (400–1100 nm) Journal of Near Infrared Spectroscopy. ,vol. 12, pp. 105- 111 ,(2004) , 10.1255/JNIRS.414
Raúl Ferrer-Gallego, José Miguel Hernández-Hierro, Julián C. Rivas-Gonzalo, M. Teresa Escribano-Bailón, Determination of phenolic compounds of grape skins during ripening by NIR spectroscopy Lwt - Food Science and Technology. ,vol. 44, pp. 847- 853 ,(2011) , 10.1016/J.LWT.2010.12.001
Jeroen Lammertyn, Ann Peirs, Josse De Baerdemaeker, Bart Nicolaı̈, Light penetration properties of NIR radiation in fruit with respect to non-destructive quality assessment Postharvest Biology and Technology. ,vol. 18, pp. 121- 132 ,(2000) , 10.1016/S0925-5214(99)00071-X