Identification of Goose Down and Duck Down using Infrared Spectroscopy and Multivariate Analysis

IF 0.3 4区 工程技术 Q4 MATERIALS SCIENCE, TEXTILES Journal of Fiber Science and Technology Pub Date : 2022-01-01 DOI:10.2115/fiberst.2022-0001
M. Funahashi, Norio Yoshimura, M. Takayanagi
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引用次数: 0

Abstract

: Down feathers, which are used as a filling material for duvets and winter clothes because of their excellent heat retention, are obtained mainly from domestic geese and ducks, but some are obtained from wild eider ducks. It is important to determine from which bird down was taken because the quality and price of down vary greatly depending on the bird species. In this study, infrared spectroscopy instead of the conventional microscopic observation was used to identify the bird species from which down was obtained. Goose down and duck down could be accurately identified by selecting an appropriate wavenumber region of the infrared (IR) absorption spectrum obtained using the attenuated total reflection (ATR) method and the partial least squares discriminant analysis (PLS-DA) method. Score plots based on principal component analysis (PCA) were found to be effective for identifying eider duck down and non-eider duck down.
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红外光谱和多变量分析鉴别鹅绒和鸭绒
羽绒因其优异的保暖性而被用作羽绒被和冬衣的填充材料,主要取自家鹅和野鸭,但也有一些产自野生绒鸭。确定是从哪只鸟身上取下的羽绒很重要,因为羽绒的质量和价格因鸟的种类而异。在本研究中,采用红外光谱法代替传统的显微镜观察来鉴定获得羽绒的鸟类种类。利用衰减全反射(ATR)法和偏最小二乘判别分析(PLS-DA)法在红外吸收光谱中选择合适的波数区域,可以准确识别鹅绒和鸭绒。结果表明,基于主成分分析(PCA)的评分图能有效地鉴别羽绒和非羽绒。
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来源期刊
Journal of Fiber Science and Technology
Journal of Fiber Science and Technology Materials Science-Materials Science (miscellaneous)
CiteScore
0.50
自引率
0.00%
发文量
17
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