Discrimination of cultivation ages and cultivars of ginseng leaves using Fourier transform infrared spectroscopy combined with multivariate analysis

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dc.contributor.authorY K Kwon-
dc.contributor.authorMyung-Suk Ahn-
dc.contributor.authorJ S Park-
dc.contributor.authorJang Ryol Liu-
dc.contributor.authorD S In-
dc.contributor.authorB W Min-
dc.contributor.authorSuk Weon Kim-
dc.date.accessioned2017-04-19T09:51:01Z-
dc.date.available2017-04-19T09:51:01Z-
dc.date.issued2014-
dc.identifier.issn1226-8453-
dc.identifier.uri10.1016/j.jgr.2013.11.006ko
dc.identifier.urihttps://oak.kribb.re.kr/handle/201005/11834-
dc.description.abstractTo determine whether Fourier transform (FT)-IR spectral analysis combined with multivariate analysis of whole-cell extracts from ginseng leaves can be applied as a high-throughput discrimination system of cultivation ages and cultivars, a total of total 480 leaf samples belonging to 12 categories corresponding to four different cultivars (Yunpung, Kumpung, Chunpung, and an open-pollinated variety) and three different cultivation ages (1 yr, 2 yr, and 3 yr) were subjected to FT-IR. The spectral data were analyzed by principal component analysis and partial least squares-discriminant analysis. A dendrogram based on hierarchical clustering analysis of the FT-IR spectral data on ginseng leaves showed that leaf samples were initially segregated into three groups in a cultivation age-dependent manner. Then, within the same cultivation age group, leaf samples were clustered into four subgroups in a cultivar-dependent manner. The overall prediction accuracy for discrimination of cultivars and cultivation ages was 94.8% in a cross-validation test. These results clearly show that the FT-IR spectra combined with multivariate analysis from ginseng leaves can be applied as an alternative tool for discriminating of ginseng cultivars and cultivation ages. Therefore, we suggest that this result could be used as a rapid and reliable F1 hybrid seed-screening tool for accelerating the conventional breeding of ginseng.-
dc.publisherKorea Soc-Assoc-Inst-
dc.titleDiscrimination of cultivation ages and cultivars of ginseng leaves using Fourier transform infrared spectroscopy combined with multivariate analysis-
dc.title.alternativeDiscrimination of cultivation ages and cultivars of ginseng leaves using Fourier transform infrared spectroscopy combined with multivariate analysis-
dc.typeArticle-
dc.citation.titleJournal of Ginseng Research-
dc.citation.number1-
dc.citation.endPage58-
dc.citation.startPage52-
dc.citation.volume38-
dc.contributor.affiliatedAuthorMyung-Suk Ahn-
dc.contributor.affiliatedAuthorJang Ryol Liu-
dc.contributor.affiliatedAuthorSuk Weon Kim-
dc.contributor.alternativeName권용국-
dc.contributor.alternativeName안명숙-
dc.contributor.alternativeName박종석-
dc.contributor.alternativeName유장렬-
dc.contributor.alternativeName인동수-
dc.contributor.alternativeName민병환-
dc.contributor.alternativeName김석원-
dc.identifier.bibliographicCitationJournal of Ginseng Research, vol. 38, no. 1, pp. 52-58-
dc.identifier.doi10.1016/j.jgr.2013.11.006-
dc.subject.keywordCultivation age-
dc.subject.keywordFourier transform IR-
dc.subject.keywordGinseng cultivars-
dc.subject.keywordGinseng leaves-
dc.subject.keywordPanax ginseng-
dc.subject.localCultivation age-
dc.subject.localfourier transform infared spectroscopy-
dc.subject.localFourier transform-infrared spectroscopy-
dc.subject.localFourier transformation infrared (FT-IR) spectroscopy-
dc.subject.localFT-IR spectroscopy-
dc.subject.localFourier transform infrared spectroscopy (FT-IR)-
dc.subject.localFT-IR-
dc.subject.localFourier transformation - Infrared spectroscopy-
dc.subject.localFourier transformation - infrared spectroscopy-
dc.subject.localFTIR-
dc.subject.localfourier transformation infrared spectroscopy-
dc.subject.localFourier transform infrared spectroscopy-
dc.subject.localFourier transformation infrared spectroscopy (FT-IR)-
dc.subject.localFT-IR (Fourier transform infrared spectroscopy)-
dc.subject.localFourier transform IR-
dc.subject.localFourier transform-infrared spectroscopy (FT-IR)-
dc.subject.localGinseng cultivars-
dc.subject.localGinseng leaves-
dc.subject.localpanax ginseng-
dc.subject.localPanax ginseng-
dc.description.journalClassY-
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Jeonbuk Branch Institute > Biological Resource Center > 1. Journal Articles
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