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Classification and identification of Rhodobryum roseum Limpr. and its adulterants based on fourier-transform infrared spectroscopy (FTIR) and chemometrics

Fourier-transform infrared spectroscopy (FTIR) with the attenuated total reflectance technique was used to identify Rhodobryum roseum from its four adulterants. The FTIR spectra of six samples in the range from 4000 cm(−1) to 600 cm(−1) were obtained. The second-derivative transformation test was us...

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Detalles Bibliográficos
Autores principales: Cao, Zhen, Wang, Zhenjie, Shang, Zhonglin, Zhao, Jiancheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5313229/
https://www.ncbi.nlm.nih.gov/pubmed/28207900
http://dx.doi.org/10.1371/journal.pone.0172359
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author Cao, Zhen
Wang, Zhenjie
Shang, Zhonglin
Zhao, Jiancheng
author_facet Cao, Zhen
Wang, Zhenjie
Shang, Zhonglin
Zhao, Jiancheng
author_sort Cao, Zhen
collection PubMed
description Fourier-transform infrared spectroscopy (FTIR) with the attenuated total reflectance technique was used to identify Rhodobryum roseum from its four adulterants. The FTIR spectra of six samples in the range from 4000 cm(−1) to 600 cm(−1) were obtained. The second-derivative transformation test was used to identify the small and nearby absorption peaks. A cluster analysis was performed to classify the spectra in a dendrogram based on the spectral similarity. Principal component analysis (PCA) was used to classify the species of six moss samples. A cluster analysis with PCA was used to identify different genera. However, some species of the same genus exhibited highly similar chemical components and FTIR spectra. Fourier self-deconvolution and discrete wavelet transform (DWT) were used to enhance the differences among the species with similar chemical components and FTIR spectra. Three scales were selected as the feature-extracting space in the DWT domain. The results show that FTIR spectroscopy with chemometrics is suitable for identifying Rhodobryum roseum and its adulterants.
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spelling pubmed-53132292017-03-03 Classification and identification of Rhodobryum roseum Limpr. and its adulterants based on fourier-transform infrared spectroscopy (FTIR) and chemometrics Cao, Zhen Wang, Zhenjie Shang, Zhonglin Zhao, Jiancheng PLoS One Research Article Fourier-transform infrared spectroscopy (FTIR) with the attenuated total reflectance technique was used to identify Rhodobryum roseum from its four adulterants. The FTIR spectra of six samples in the range from 4000 cm(−1) to 600 cm(−1) were obtained. The second-derivative transformation test was used to identify the small and nearby absorption peaks. A cluster analysis was performed to classify the spectra in a dendrogram based on the spectral similarity. Principal component analysis (PCA) was used to classify the species of six moss samples. A cluster analysis with PCA was used to identify different genera. However, some species of the same genus exhibited highly similar chemical components and FTIR spectra. Fourier self-deconvolution and discrete wavelet transform (DWT) were used to enhance the differences among the species with similar chemical components and FTIR spectra. Three scales were selected as the feature-extracting space in the DWT domain. The results show that FTIR spectroscopy with chemometrics is suitable for identifying Rhodobryum roseum and its adulterants. Public Library of Science 2017-02-16 /pmc/articles/PMC5313229/ /pubmed/28207900 http://dx.doi.org/10.1371/journal.pone.0172359 Text en © 2017 Cao et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Cao, Zhen
Wang, Zhenjie
Shang, Zhonglin
Zhao, Jiancheng
Classification and identification of Rhodobryum roseum Limpr. and its adulterants based on fourier-transform infrared spectroscopy (FTIR) and chemometrics
title Classification and identification of Rhodobryum roseum Limpr. and its adulterants based on fourier-transform infrared spectroscopy (FTIR) and chemometrics
title_full Classification and identification of Rhodobryum roseum Limpr. and its adulterants based on fourier-transform infrared spectroscopy (FTIR) and chemometrics
title_fullStr Classification and identification of Rhodobryum roseum Limpr. and its adulterants based on fourier-transform infrared spectroscopy (FTIR) and chemometrics
title_full_unstemmed Classification and identification of Rhodobryum roseum Limpr. and its adulterants based on fourier-transform infrared spectroscopy (FTIR) and chemometrics
title_short Classification and identification of Rhodobryum roseum Limpr. and its adulterants based on fourier-transform infrared spectroscopy (FTIR) and chemometrics
title_sort classification and identification of rhodobryum roseum limpr. and its adulterants based on fourier-transform infrared spectroscopy (ftir) and chemometrics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5313229/
https://www.ncbi.nlm.nih.gov/pubmed/28207900
http://dx.doi.org/10.1371/journal.pone.0172359
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