A new application of NIR spectroscopy to describe and predict purees quality from the non-destructive apple measurements

被引:55
作者
Lan, Weijie [1 ]
Jaillais, Benoit [2 ]
Leca, Alexandre [1 ]
Renard, Catherine M. G. C. [1 ,3 ]
Bureau, Sylvie [1 ]
机构
[1] Avignon Univ, INRAE, UMR408 Securite & Qualite Prod Origine Vegetale, F-84000 Avignon, France
[2] INRAE, ONIRIS, Unite Stat Sensometrie Chimiometrie Stat SC, F-44322 Nantes, France
[3] INRAE, CEPIA Div, F-44000 Nantes, France
关键词
Malus domestica Borkh; Near infrared spectroscopy; PLS models; Discriminant analyses; Apples and purees; SOLUBLE SOLIDS CONTENT; INFRARED REFLECTANCE ANALYSIS; DRY-MATTER; FRUIT; TEXTURE; STORAGE; QUANTIFICATION; VARIABILITY; LIFE;
D O I
10.1016/j.foodchem.2019.125944
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The potential of NIRS was investigated on both apples and purees to (i) examine factors involving quality variability (variety, agricultural practice, cold storage, puree mechanical refining level) and (ii) establish the link between quality traits before and after processing in order to predict the quality characteristics of purees from spectral information of raw apples. Apples and purees were well-classified at over 82% and 88% according to varieties and storage times respectively. The PLS models showed a good ability to estimate puree characteristics from spectra acquired on corresponding apples such as viscosity (R-2 > 0.82), cell wall content (R-2 > 0.81) and also dry matter (R-2 > 0.83), soluble solids content (R-2 > 0.80) and titratable acidity (R-2 > 0.80). NIR technique should be a useful tool for industry insofar as it can give a reliable assessment of texture and taste of the final products based on the non-destructive fresh materials evaluation.
引用
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页数:10
相关论文
共 45 条
[1]  
[Anonymous], 2018, R LANG ENV STAT COMP
[2]   Recycling of PET [J].
Awaja, F ;
Pavel, D .
EUROPEAN POLYMER JOURNAL, 2005, 41 (07) :1453-1477
[3]   Phenolic composition of industrially manufactured purees and concentrates from peach and apple fruits [J].
Bengoechea, ML ;
Sancho, AI ;
Bartolome, B ;
Estrella, I ;
GomezCordoves, C ;
Hernandez, MT .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1997, 45 (10) :4071-4075
[4]  
Bertrand D., 2008, SAISIR PACKAGE FREE
[5]   Relationship between texture and pectin composition of two apple cultivars during storage [J].
Billy, Ludivine ;
Mehinagic, Emira ;
Royer, Gaelle ;
Renard, Catherine M. G. C. ;
Arvisenet, Gaelle ;
Prost, Carole ;
Jourjon, Frederique .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2008, 47 (03) :315-324
[6]   Postharvest quality of apple predicted by NIR-spectroscopy: Study of the effect of biological variability on spectra and model performance [J].
Bobelyn, Els ;
Serban, Anca-Sabina ;
Nicu, Mihai ;
Lammertyn, Jeroen ;
Nicolai, Bart M. ;
Saeys, Wouter .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2010, 55 (03) :133-143
[7]   Effect of Sample Preparation on the Measurement of Sugars, Organic Acids, and Polyphenols in Apple Fruit by Mid-infrared Spectroscopy [J].
Bureau, Sylvie ;
Scibisz, Iwona ;
Le Bourvellec, Carine ;
Renard, Catherine M. G. C. .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2012, 60 (14) :3551-3563
[8]   Discrimination of storage duration of apples stored in a cooled room and shelf-life by visible-near infrared spectroscopy [J].
Camps, C. ;
Guillermin, P. ;
Mauget, J. C. ;
Bertrand, D. .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2007, 15 (03) :169-177
[9]   ATR-FTIR spectroscopy to determine cell wall composition: Application on a large diversity of fruits and vegetables [J].
Canteri, Maria H. G. ;
Renard, Catherine M. G. C. ;
Le Bourvellec, Carine ;
Bureau, Sylvie .
CARBOHYDRATE POLYMERS, 2019, 212 :186-196
[10]  
Colin-Henrion M., 2007, Stewart Postharvest Rev, V5, P3, DOI [10.2212/spr.2007.5.3, DOI 10.2212/SPR.2007.5.3]