Literature DB >> 31835215

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

Weijie Lan1, Benoit Jaillais2, Alexandre Leca3, Catherine M G C Renard4, Sylvie Bureau5.   

Abstract

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 (R2 > 0.82), cell wall content (R2 > 0.81) and also dry matter (R2 > 0.83), soluble solids content (R2 > 0.80) and titratable acidity (R2 > 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.
Copyright © 2019 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Apples and purees; Discriminant analyses; Malus domestica Borkh; Near infrared spectroscopy; PLS models

Mesh:

Year:  2019        PMID: 31835215     DOI: 10.1016/j.foodchem.2019.125944

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  4 in total

1.  Non-Destructive Prediction of Titratable Acidity and Taste Index Properties of Gala Apple Using Combination of Different Hybrids ANN and PLSR-Model Based Spectral Data.

Authors:  Vali Rasooli Sharabiani; Sajad Sabzi; Razieh Pourdarbani; Edgardo Solis-Carmona; Mario Hernández-Hernández; José Luis Hernández-Hernández
Journal:  Plants (Basel)       Date:  2020-12-06

2.  Identification of Internal Defects in Potato Using Spectroscopy and Computational Intelligence Based on Majority Voting Techniques.

Authors:  Kamal Imanian; Razieh Pourdarbani; Sajad Sabzi; Ginés García-Mateos; Juan Ignacio Arribas; José Miguel Molina-Martínez
Journal:  Foods       Date:  2021-04-30

3.  Textural Properties of Chinese Water Chestnut (Eleocharis dulcis) during Steam Heating Treatment.

Authors:  Yu Lu; Siming Zhao; Caihua Jia; Yan Xu; Binjia Zhang; Meng Niu
Journal:  Foods       Date:  2022-04-19

4.  Inner Properties Estimation of Gala Apple Using Spectral Data and Two Statistical and Artificial Intelligence Based Methods.

Authors:  Vali Rasooli Sharabiani; Sajad Sabzi; Razieh Pourdarbani; Mariusz Szymanek; Sławomir Michałek
Journal:  Foods       Date:  2021-12-02
  4 in total

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