The use of visible and near infrared spectroscopy for evaluating passion fruit postharvest quality

Visible and short-wave near infrared spectroscopy (Vis/SWNIRS) was investigated using a non-destructive method for evaluating passion fruit quality. In this study, interactance and transmission measurements were performed and their competences were compared. Prediction models of soluble solids conte...

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Main Authors: Phonkrit Maniwara, Kazuhiro Nakano, Danai Boonyakiat, Shintaroh Ohashi, Masaru Hiroi, Tadahiro Tohyama
Format: Journal
Published: 2018
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84904277283&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/45694
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-456942018-01-24T06:15:11Z The use of visible and near infrared spectroscopy for evaluating passion fruit postharvest quality Phonkrit Maniwara Kazuhiro Nakano Danai Boonyakiat Shintaroh Ohashi Masaru Hiroi Tadahiro Tohyama Visible and short-wave near infrared spectroscopy (Vis/SWNIRS) was investigated using a non-destructive method for evaluating passion fruit quality. In this study, interactance and transmission measurements were performed and their competences were compared. Prediction models of soluble solids content (SSC), titratable acidity (TA), ascorbic acid content (ASC), ethanol concentration (EtOH), peel firmness (PF) and pulp percentage (PP) were developed based on multivariate methods of partial least square regression (PLSR) analysis. The PLS models from interactance measurements provided better prediction results than the transmission technique. The best model was obtained from interactance SSC calibration with a correlation coefficient between measured and predicted values (R) of 0.923. Furthermore, the PLS models generated from interactance and transmission spectra also provided satisfactorily prediction results for EtOH, PF and PP. However, all calibrations failed to predict ASC by providing low correlations and high root mean square errors of prediction (RMSEP). © 2014 Elsevier Ltd. All rights reserved. 2018-01-24T06:15:11Z 2018-01-24T06:15:11Z 2014-01-01 Journal 02608774 2-s2.0-84904277283 10.1016/j.jfoodeng.2014.06.028 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84904277283&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/45694
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
description Visible and short-wave near infrared spectroscopy (Vis/SWNIRS) was investigated using a non-destructive method for evaluating passion fruit quality. In this study, interactance and transmission measurements were performed and their competences were compared. Prediction models of soluble solids content (SSC), titratable acidity (TA), ascorbic acid content (ASC), ethanol concentration (EtOH), peel firmness (PF) and pulp percentage (PP) were developed based on multivariate methods of partial least square regression (PLSR) analysis. The PLS models from interactance measurements provided better prediction results than the transmission technique. The best model was obtained from interactance SSC calibration with a correlation coefficient between measured and predicted values (R) of 0.923. Furthermore, the PLS models generated from interactance and transmission spectra also provided satisfactorily prediction results for EtOH, PF and PP. However, all calibrations failed to predict ASC by providing low correlations and high root mean square errors of prediction (RMSEP). © 2014 Elsevier Ltd. All rights reserved.
format Journal
author Phonkrit Maniwara
Kazuhiro Nakano
Danai Boonyakiat
Shintaroh Ohashi
Masaru Hiroi
Tadahiro Tohyama
spellingShingle Phonkrit Maniwara
Kazuhiro Nakano
Danai Boonyakiat
Shintaroh Ohashi
Masaru Hiroi
Tadahiro Tohyama
The use of visible and near infrared spectroscopy for evaluating passion fruit postharvest quality
author_facet Phonkrit Maniwara
Kazuhiro Nakano
Danai Boonyakiat
Shintaroh Ohashi
Masaru Hiroi
Tadahiro Tohyama
author_sort Phonkrit Maniwara
title The use of visible and near infrared spectroscopy for evaluating passion fruit postharvest quality
title_short The use of visible and near infrared spectroscopy for evaluating passion fruit postharvest quality
title_full The use of visible and near infrared spectroscopy for evaluating passion fruit postharvest quality
title_fullStr The use of visible and near infrared spectroscopy for evaluating passion fruit postharvest quality
title_full_unstemmed The use of visible and near infrared spectroscopy for evaluating passion fruit postharvest quality
title_sort use of visible and near infrared spectroscopy for evaluating passion fruit postharvest quality
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84904277283&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/45694
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