Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality

© 2020, Springer Science+Business Media, LLC, part of Springer Nature. The principal aim of this work was to compare the ability of measurement technique among interactance and reflectance in predicting soluble solids content (SSC), ascorbic acid (ASC) and firmness of intact persimmon fruit by using...

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Main Authors: Phuangphet Hemrattrakun, Kazuhiro Nakano, Danai Boonyakiat, Shintaroh Ohashi, Phonkrit Maniwara, Parichat Theanjumpol, Pimjai Seehanam
Format: Journal
Published: 2020
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/70105
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spelling th-cmuir.6653943832-701052020-10-14T08:37:47Z Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality Phuangphet Hemrattrakun Kazuhiro Nakano Danai Boonyakiat Shintaroh Ohashi Phonkrit Maniwara Parichat Theanjumpol Pimjai Seehanam Agricultural and Biological Sciences Chemistry Engineering Immunology and Microbiology © 2020, Springer Science+Business Media, LLC, part of Springer Nature. The principal aim of this work was to compare the ability of measurement technique among interactance and reflectance in predicting soluble solids content (SSC), ascorbic acid (ASC) and firmness of intact persimmon fruit by using visible/short-wave near-infrared (Vis/SWNIR) spectroscopy. Calibration models were developed by partial least square (PLS) regression that related near-infrared (NIR) spectra to reference values. The root mean square errors of calibration (RMSEC), the root mean square errors of prediction (RMSEP), the correlation coefficients of calibration (Rcal) and prediction (Rval) and the ratio of performance to deviation (RPD) were used to consider the model accuracy. The PLS models from interactance showed satisfactory performance, providing better prediction results than reflectance technique in all parameters. ASC and firmness presented the best calibration models. ASC, Rval = 0.92, RMSEP = 5.56 (mg kg-1 FW) and RPD = 2.54 were attained when using orthogonal signal correction (OSC) pretreatment. Firmness, Rval = 0.89, RMSEP = 4.21 N and RPD = 2.14 were also achieved using OSC pretreatment. These findings highlighted the potential of Vis/SWNIR spectroscopy with the multivariate calibration technique to be applied for evaluating ASC and firmness of fresh persimmon fruit. 2020-10-14T08:24:26Z 2020-10-14T08:24:26Z 2020-01-01 Journal 1936976X 19369751 2-s2.0-85091160728 10.1007/s12161-020-01853-w https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85091160728&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/70105
institution Chiang Mai University
building Chiang Mai University Library
continent Asia
country Thailand
Thailand
content_provider Chiang Mai University Library
collection CMU Intellectual Repository
topic Agricultural and Biological Sciences
Chemistry
Engineering
Immunology and Microbiology
spellingShingle Agricultural and Biological Sciences
Chemistry
Engineering
Immunology and Microbiology
Phuangphet Hemrattrakun
Kazuhiro Nakano
Danai Boonyakiat
Shintaroh Ohashi
Phonkrit Maniwara
Parichat Theanjumpol
Pimjai Seehanam
Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality
description © 2020, Springer Science+Business Media, LLC, part of Springer Nature. The principal aim of this work was to compare the ability of measurement technique among interactance and reflectance in predicting soluble solids content (SSC), ascorbic acid (ASC) and firmness of intact persimmon fruit by using visible/short-wave near-infrared (Vis/SWNIR) spectroscopy. Calibration models were developed by partial least square (PLS) regression that related near-infrared (NIR) spectra to reference values. The root mean square errors of calibration (RMSEC), the root mean square errors of prediction (RMSEP), the correlation coefficients of calibration (Rcal) and prediction (Rval) and the ratio of performance to deviation (RPD) were used to consider the model accuracy. The PLS models from interactance showed satisfactory performance, providing better prediction results than reflectance technique in all parameters. ASC and firmness presented the best calibration models. ASC, Rval = 0.92, RMSEP = 5.56 (mg kg-1 FW) and RPD = 2.54 were attained when using orthogonal signal correction (OSC) pretreatment. Firmness, Rval = 0.89, RMSEP = 4.21 N and RPD = 2.14 were also achieved using OSC pretreatment. These findings highlighted the potential of Vis/SWNIR spectroscopy with the multivariate calibration technique to be applied for evaluating ASC and firmness of fresh persimmon fruit.
format Journal
author Phuangphet Hemrattrakun
Kazuhiro Nakano
Danai Boonyakiat
Shintaroh Ohashi
Phonkrit Maniwara
Parichat Theanjumpol
Pimjai Seehanam
author_facet Phuangphet Hemrattrakun
Kazuhiro Nakano
Danai Boonyakiat
Shintaroh Ohashi
Phonkrit Maniwara
Parichat Theanjumpol
Pimjai Seehanam
author_sort Phuangphet Hemrattrakun
title Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality
title_short Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality
title_full Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality
title_fullStr Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality
title_full_unstemmed Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality
title_sort comparison of reflectance and interactance modes of visible and near-infrared spectroscopy for predicting persimmon fruit quality
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85091160728&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/70105
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