中国果菜2026，Vol.46Issue(4)：25-31,7.DOI:10.19590/j.cnki.1008-1038.2026.04.004
基于模式识别方法的广陈皮与川陈皮近红外无损鉴别
Nondestructive Identification of Citrus reticulata'Chachi'and Citrus reticulata'Tangerina'with Near Infrared Spectroscopy and Pattern Recognition Methods
摘要
Abstract
The chemical compositions of Citrus reticulata'Chachi'and C.reticulata'Tangerina'are different,while there are significant differences in the medicinal value and market price.At present,there is still a lack of non-destructive identification methods for them.A nondestructive identification method for C.reticulata'Chachi'and C.reticulata'Tangerina'was established using near-infrared(NIR)spectroscopy combined with pattern recognition methods.The spectra of C.reticulata'Chachi'and C.reticulata'Tangerina'were collected using a grating-type portable NIR spectrometer at three integration times(45,65 and 85 ms).The discrimination models for C.reticulata'Chachi'and C.reticulata'Tangerina'were constructed using principal component analysis(PC A),partial least squares-discriminant analysis(PLS-DA),and orthogonal partial least squares-discriminant analysis(OPLS-DA).The results showed that there are severe interferences of baseline drift,peak overlapping and background in the original spectra.Increasing the integration time could improve the results to some extent.However,the accurate identification could not be achieved with PCA method.With the integration times of 65 ms and 85 ms,the outer wall-PLS-DA and outer wall-OPLS-DA models could achieve 100％ identification of C.reticulata'Chachi'and C.reticulata'Tangerina'.Besides,the accurate identification could also be achieved with inner capsule-85 ms-OPLS-DA model.The study indicated that the NIR spectroscopy combined with pattern recognition methods could achieve nondestructive and accurate discrimination of C.reticulata'Chachi'and C.reticulata'Tangerina',providing a new approach for nondestructive identification of edible and medicinal substances such as C.Reticulata Pericarpium.关键词
近红外光谱技术/广陈皮/川陈皮/模式识别方法/无损鉴别Key words
Near-infrared spectroscopy/Citrus reticulata'Chachi'/C.reticulata'Tangerina'/pattern recognition methods/nondestructive identification分类
化学化工引用本文复制引用
王亮,柳薇,杜国荣,李跑,刘洋..基于模式识别方法的广陈皮与川陈皮近红外无损鉴别[J].中国果菜,2026,46(4):25-31,7.基金项目
江门市关键核心技术"揭榜挂帅"制项目(No.2023780200070009226) （No.2023780200070009226）
湖南农业大学2024年学科交叉研究青年引导项目(2024XKJC10) （2024XKJC10）
广东省食药资源利用与保护重点实验室2023年度开放基金课题重点项目(FMR2023012Z) （FMR2023012Z）
