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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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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. |
format | Online Article Text |
id | pubmed-7586094 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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