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基于近红外光谱技术快速定性鉴别广陈皮模型的建立 被引量:25

Application of near infrared spectroscopy in identification of Citrus reticulata
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摘要 目的采用近红外光谱技术(NIRS)建立广陈皮的定性分析模型,以建立快速鉴别广陈皮药材的方法。方法采集广陈皮与川陈皮的NIRS图,通过标准正交变量变换(SNV)预处理后采用聚类分析方法建立广陈皮与川陈皮鉴别模型,并进行模型内验证和模型外验证,建立了广陈皮定性分析模型。结果在4 000~10 000 cm-1广陈皮和川陈皮能够较好地区分,内部验证的准确率高达100%,外部验证准确率达到90.91%。结论采用近红外光谱技术对广陈皮样品进行鉴别是可行的。 Objective To establish the qualitative analysis model for Guang Citrus Reticulata Pericarpium(GCRP) using near infrared spectroscopy, so as to establish a rapid method to identify GCRP. Methods After collecting the near-infrared spectra of GCRP and Chuan Citrus Reticulata Pericarpium(CCRP), standard orthogonal variable transformation(SNV) was used as pretreatment and cluster analysis method was used to establish identification models. The model validation and external validation were made, and a GCRP analysis model was established using near-infrared spectroscopy technology. Results In wavelength range of 4 000—10 000 cm-1, GCRP was able to be distinguished. The accuracy rate of internal validation was 100% and the accuracy rate of external validation was 90.91%. Conclusion It is feasible to identify GCRP samples by near infrared spectroscopy technique.
出处 《中草药》 CAS CSCD 北大核心 2015年第20期3096-3099,共4页 Chinese Traditional and Herbal Drugs
基金 四川省教育厅自然科学项目(132130316) 四川省科技厅项目(2015JY0012)
关键词 近红外光谱技术 广陈皮 定性鉴别 川陈皮 聚类分析 near infrared spectroscopy technology Guang Citrus Reticulata Pericarpium qualitative analysis Chuan Citrus Reticulata Pericarpium cluster analysis
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