Literature DB >> 25551334

Kiwi fruit (Actinidia chinensis) quality determination based on surface acoustic wave resonator combined with electronic nose.

Liu Wei1, Hui Guohua.   

Abstract

In this study, electronic nose (EN) combined with a 433 MHz surface acoustic wave resonator (SAWR) was used to determine Kiwi fruit quality under 12-day storage. EN responses to Kiwi samples were measured and analyzed by principal component analysis (PCA) and stochastic resonance (SR) methods. SAWR frequency eigen values were also measured to predict freshness. Kiwi fruit sample's weight loss index and human sensory evaluation were examined to characteristic its quality and freshness. Kiwi fruit's quality predictive models based on EN, SAWR, and EN combined with SAWR were developed, respectively. Weight loss and human sensory evaluation results demonstrated that Kiwi fruit's quality decline and overall acceptance decrease during the storage. Experiment result indicated that the PCA method could qualitatively discriminate all Kiwi fruit samples with different storage time. Both SR and SAWR frequency analysis methods could successfully discriminate samples with high regression coefficients (R = 0.98093 and R = 0.99014, respectively). The validation experiment results showed that the mixed predictive model developed using EN combined with SAWR present higher quality prediction accuracy than the model developed either by EN or by SAWR. This method exhibits some advantages including high accuracy, non-destructive, low cost, etc. It provides an effective way for fruit quality rapid analysis.

Entities:  

Keywords:  Kiwi fruit quality; electronic nose; frequency; signal-to-noise ratio; surface acoustic wave resonator

Mesh:

Year:  2015        PMID: 25551334      PMCID: PMC4601341          DOI: 10.1080/21655979.2014.996430

Source DB:  PubMed          Journal:  Bioengineered        ISSN: 2165-5979            Impact factor:   3.269


  13 in total

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Authors: 
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Journal:  Food Chem       Date:  2013-09-05       Impact factor: 7.514

4.  Composition of commercial truffle flavored oils with GC-MS analysis and discrimination with an electronic nose.

Authors:  Giovanni Pacioni; Lorenzo Cerretani; Giuseppe Procida; Angelo Cichelli
Journal:  Food Chem       Date:  2013-09-11       Impact factor: 7.514

5.  Electronic nose for microbial quality classification of grains.

Authors:  A Jonsson; F Winquist; J Schnürer; H Sundgren; I Lundström
Journal:  Int J Food Microbiol       Date:  1997-04-01       Impact factor: 5.277

6.  Detection of potato brown rot and ring rot by electronic nose: from laboratory to real scale.

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7.  Bioactive compounds and the antioxidant capacity in new kiwi fruit cultivars.

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8.  Assay of pancreatic lipase with the surface acoustic wave sensor system.

Authors:  K Ge; D Liu; K Chen; L Nie; S Yao
Journal:  Anal Biochem       Date:  1995-04-10       Impact factor: 3.365

9.  Effect of chitosan coating enriched with thyme oil on postharvest quality and shelf life of shiitake mushroom (Lentinus edodes).

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Journal:  J Agric Food Chem       Date:  2011-12-15       Impact factor: 5.279

10.  Effects of tea polyphenol coating combined with ozone water washing on the storage quality of black sea bream (Sparus macrocephalus).

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Journal:  Food Chem       Date:  2012-07-25       Impact factor: 7.514

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  1 in total

Review 1.  Actinidia chinensis Planch.: A Review of Chemistry and Pharmacology.

Authors:  Xirui He; Jiacheng Fang; Xufei Chen; Zefeng Zhao; Yongsheng Li; Yibing Meng; Linhong Huang
Journal:  Front Pharmacol       Date:  2019-10-30       Impact factor: 5.810

  1 in total

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