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Development of multi-product calibration models of various root and tuber powders by fourier transform near infra-red (FT-NIR) spectroscopy for the quantification of polysaccharide contents

The objective of this study was to quantify the chemical content of multiple products using one single calibration model. This study involved seven tuber and root powders from arrowroot, Canna edulis, cassava, taro, as well as purple, yellow, and white sweet potato, for partial least square (PLS) re...

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Autores principales: Masithoh, Rudiati Evi, Lohumi, Santosh, Yoon, Won-Seob, Amanah, Hanim Z., Cho, Byoung-Kwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7586094/
https://www.ncbi.nlm.nih.gov/pubmed/33134571
http://dx.doi.org/10.1016/j.heliyon.2020.e05099
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author Masithoh, Rudiati Evi
Lohumi, Santosh
Yoon, Won-Seob
Amanah, Hanim Z.
Cho, Byoung-Kwan
author_facet Masithoh, Rudiati Evi
Lohumi, Santosh
Yoon, Won-Seob
Amanah, Hanim Z.
Cho, Byoung-Kwan
author_sort Masithoh, Rudiati Evi
collection PubMed
description The objective of this study was to quantify the chemical content of multiple products using one single calibration model. This study involved seven tuber and root powders from arrowroot, Canna edulis, cassava, taro, as well as purple, yellow, and white sweet potato, for partial least square (PLS) regression to predict polysaccharide contents (i.e., amylose, starch, and cellulose). The developed PLS models showed acceptable results, with R(c)(2) of 0.9, 0.95, and 0.85 and SEC of 2.7%, 3.33%, and 3.22%, for amylose, starch, and cellulose, respectively. The models also successfully predicted polysaccharide contents with R(p)(2) of 0.89, 0.95, and 0.79; SEP of 2.83%, 3.33%, and 3.55%; and RPD of 3.02, 4.47, and 2.18 for amylose, starch, and cellulose, respectively. These results showed the potential of Fourier transform near-infrared spectroscopy to quantify the chemical composition of multiple products instead of using one individual model.
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spelling pubmed-75860942020-10-30 Development of multi-product calibration models of various root and tuber powders by fourier transform near infra-red (FT-NIR) spectroscopy for the quantification of polysaccharide contents Masithoh, Rudiati Evi Lohumi, Santosh Yoon, Won-Seob Amanah, Hanim Z. Cho, Byoung-Kwan Heliyon Research Article The objective of this study was to quantify the chemical content of multiple products using one single calibration model. This study involved seven tuber and root powders from arrowroot, Canna edulis, cassava, taro, as well as purple, yellow, and white sweet potato, for partial least square (PLS) regression to predict polysaccharide contents (i.e., amylose, starch, and cellulose). The developed PLS models showed acceptable results, with R(c)(2) of 0.9, 0.95, and 0.85 and SEC of 2.7%, 3.33%, and 3.22%, for amylose, starch, and cellulose, respectively. The models also successfully predicted polysaccharide contents with R(p)(2) of 0.89, 0.95, and 0.79; SEP of 2.83%, 3.33%, and 3.55%; and RPD of 3.02, 4.47, and 2.18 for amylose, starch, and cellulose, respectively. These results showed the potential of Fourier transform near-infrared spectroscopy to quantify the chemical composition of multiple products instead of using one individual model. Elsevier 2020-10-22 /pmc/articles/PMC7586094/ /pubmed/33134571 http://dx.doi.org/10.1016/j.heliyon.2020.e05099 Text en © 2020 Universitas Gadjah Mada http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Masithoh, Rudiati Evi
Lohumi, Santosh
Yoon, Won-Seob
Amanah, Hanim Z.
Cho, Byoung-Kwan
Development of multi-product calibration models of various root and tuber powders by fourier transform near infra-red (FT-NIR) spectroscopy for the quantification of polysaccharide contents
title Development of multi-product calibration models of various root and tuber powders by fourier transform near infra-red (FT-NIR) spectroscopy for the quantification of polysaccharide contents
title_full Development of multi-product calibration models of various root and tuber powders by fourier transform near infra-red (FT-NIR) spectroscopy for the quantification of polysaccharide contents
title_fullStr Development of multi-product calibration models of various root and tuber powders by fourier transform near infra-red (FT-NIR) spectroscopy for the quantification of polysaccharide contents
title_full_unstemmed Development of multi-product calibration models of various root and tuber powders by fourier transform near infra-red (FT-NIR) spectroscopy for the quantification of polysaccharide contents
title_short Development of multi-product calibration models of various root and tuber powders by fourier transform near infra-red (FT-NIR) spectroscopy for the quantification of polysaccharide contents
title_sort development of multi-product calibration models of various root and tuber powders by fourier transform near infra-red (ft-nir) spectroscopy for the quantification of polysaccharide contents
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7586094/
https://www.ncbi.nlm.nih.gov/pubmed/33134571
http://dx.doi.org/10.1016/j.heliyon.2020.e05099
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