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Rapid Determination of the Oil and Moisture Contents in Camellia gauchowensis Chang and Camellia semiserrata Chi Seeds Kernels by Near-infrared Reflectance Spectroscopy

A fast and effective determination method of different species of vegetable seeds oil is vital in the plant oil industry. The near-infrared reflectance spectroscopy (NIRS) method was developed in this study to analyze the oil and moisture contents of Camellia gauchowensis Chang and C. semiserrata Ch...

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Detalles Bibliográficos
Autores principales: Zhang, Yingzhong, Zhang, Liangbo, Wang, Jing, Tang, Xuxiao, Wu, Hong, Wang, Minghuai, Zeng, Wu, Mo, Qihui, Li, Yongquan, Li, Jianwei, Huang, Yijuan, Xu, Baohua, Zhang, Mengyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6225329/
https://www.ncbi.nlm.nih.gov/pubmed/30213127
http://dx.doi.org/10.3390/molecules23092332
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author Zhang, Yingzhong
Zhang, Liangbo
Wang, Jing
Tang, Xuxiao
Wu, Hong
Wang, Minghuai
Zeng, Wu
Mo, Qihui
Li, Yongquan
Li, Jianwei
Huang, Yijuan
Xu, Baohua
Zhang, Mengyu
author_facet Zhang, Yingzhong
Zhang, Liangbo
Wang, Jing
Tang, Xuxiao
Wu, Hong
Wang, Minghuai
Zeng, Wu
Mo, Qihui
Li, Yongquan
Li, Jianwei
Huang, Yijuan
Xu, Baohua
Zhang, Mengyu
author_sort Zhang, Yingzhong
collection PubMed
description A fast and effective determination method of different species of vegetable seeds oil is vital in the plant oil industry. The near-infrared reflectance spectroscopy (NIRS) method was developed in this study to analyze the oil and moisture contents of Camellia gauchowensis Chang and C. semiserrata Chi seeds kernels. Calibration and validation models were established using principal component analysis (PCA) and partial least squares (PLS) regression methods. In the prediction models of NIRS, the levels of accuracy obtained were sufficient for C. gauchowensis Chang and C. semiserrata Chi, the correlation coefficients of which for oil were 0.98 and 0.95, respectively, and those for moisture were 0.92 and 0.89, respectively. The near infrared spectrum of crush seeds kernels was more precise compared to intact kernels. Based on the calibration models of the two Camellia species, the NIRS predictive oil contents of C. gauchowensis Chang and C. semiserrata Chi seeds kernels were 48.71 ± 8.94% and 58.37 ± 7.39%, and the NIRS predictive moisture contents were 4.39 ± 1.08% and 3.49 ± 0.71%, respectively. The NIRS technique could determine successfully the oil and moisture contents of C. gauchowensis Chang and C. semiserrata Chi seeds kernels.
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spelling pubmed-62253292018-11-13 Rapid Determination of the Oil and Moisture Contents in Camellia gauchowensis Chang and Camellia semiserrata Chi Seeds Kernels by Near-infrared Reflectance Spectroscopy Zhang, Yingzhong Zhang, Liangbo Wang, Jing Tang, Xuxiao Wu, Hong Wang, Minghuai Zeng, Wu Mo, Qihui Li, Yongquan Li, Jianwei Huang, Yijuan Xu, Baohua Zhang, Mengyu Molecules Article A fast and effective determination method of different species of vegetable seeds oil is vital in the plant oil industry. The near-infrared reflectance spectroscopy (NIRS) method was developed in this study to analyze the oil and moisture contents of Camellia gauchowensis Chang and C. semiserrata Chi seeds kernels. Calibration and validation models were established using principal component analysis (PCA) and partial least squares (PLS) regression methods. In the prediction models of NIRS, the levels of accuracy obtained were sufficient for C. gauchowensis Chang and C. semiserrata Chi, the correlation coefficients of which for oil were 0.98 and 0.95, respectively, and those for moisture were 0.92 and 0.89, respectively. The near infrared spectrum of crush seeds kernels was more precise compared to intact kernels. Based on the calibration models of the two Camellia species, the NIRS predictive oil contents of C. gauchowensis Chang and C. semiserrata Chi seeds kernels were 48.71 ± 8.94% and 58.37 ± 7.39%, and the NIRS predictive moisture contents were 4.39 ± 1.08% and 3.49 ± 0.71%, respectively. The NIRS technique could determine successfully the oil and moisture contents of C. gauchowensis Chang and C. semiserrata Chi seeds kernels. MDPI 2018-09-12 /pmc/articles/PMC6225329/ /pubmed/30213127 http://dx.doi.org/10.3390/molecules23092332 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Yingzhong
Zhang, Liangbo
Wang, Jing
Tang, Xuxiao
Wu, Hong
Wang, Minghuai
Zeng, Wu
Mo, Qihui
Li, Yongquan
Li, Jianwei
Huang, Yijuan
Xu, Baohua
Zhang, Mengyu
Rapid Determination of the Oil and Moisture Contents in Camellia gauchowensis Chang and Camellia semiserrata Chi Seeds Kernels by Near-infrared Reflectance Spectroscopy
title Rapid Determination of the Oil and Moisture Contents in Camellia gauchowensis Chang and Camellia semiserrata Chi Seeds Kernels by Near-infrared Reflectance Spectroscopy
title_full Rapid Determination of the Oil and Moisture Contents in Camellia gauchowensis Chang and Camellia semiserrata Chi Seeds Kernels by Near-infrared Reflectance Spectroscopy
title_fullStr Rapid Determination of the Oil and Moisture Contents in Camellia gauchowensis Chang and Camellia semiserrata Chi Seeds Kernels by Near-infrared Reflectance Spectroscopy
title_full_unstemmed Rapid Determination of the Oil and Moisture Contents in Camellia gauchowensis Chang and Camellia semiserrata Chi Seeds Kernels by Near-infrared Reflectance Spectroscopy
title_short Rapid Determination of the Oil and Moisture Contents in Camellia gauchowensis Chang and Camellia semiserrata Chi Seeds Kernels by Near-infrared Reflectance Spectroscopy
title_sort rapid determination of the oil and moisture contents in camellia gauchowensis chang and camellia semiserrata chi seeds kernels by near-infrared reflectance spectroscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6225329/
https://www.ncbi.nlm.nih.gov/pubmed/30213127
http://dx.doi.org/10.3390/molecules23092332
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