特产研究
特產研究
특산연구
Special Wild Economic Animal and Plant Research
2015年
3期
43-46
,共4页
张瑞%曲正义%张浩%闫梅霞%赵景辉%王英平
張瑞%麯正義%張浩%閆梅霞%趙景輝%王英平
장서%곡정의%장호%염매하%조경휘%왕영평
近红外光谱技术%人参%产品质量%偏最小二乘法
近紅外光譜技術%人參%產品質量%偏最小二乘法
근홍외광보기술%인삼%산품질량%편최소이승법
Near-infrared spectroscopy%Panax ginseng C .A .Mey%products quality%PLS1 algorithm
建立一种利用近红外光谱技术快速测定人参产品中总皂苷、水分、灰分等指标的新方法。依据人参产品分等质量标准中总皂苷、水分、灰分含量测定方法,测定人参产品中总皂苷、水分、灰分等成分的含量,运用偏最小二乘法建立NIRS光谱与3种成分化学参考值之间的多元校正模型,对未知样品进行含量预测。结果表明,建立的定量模型准确性好,总皂苷、水分、灰分的内部交叉验证均方差分别是0.413、0.788、0.202;决定系数分别是0.9610、0.9529、0.8981;相对分析误差分别是5.06、4.63、3.13;对外部验证集样品进行外部验证,预测值与化学参考值的决定系数分别是0.9624、0.9475、0.8740;预测回收率是101.50%、95.60%、101.16%。近红外光谱法对人参产品中总皂苷、水分、灰分含量预测结果较好,为人参产品流通过程的快速、无损定量分析提供了依据。
建立一種利用近紅外光譜技術快速測定人參產品中總皂苷、水分、灰分等指標的新方法。依據人參產品分等質量標準中總皂苷、水分、灰分含量測定方法,測定人參產品中總皂苷、水分、灰分等成分的含量,運用偏最小二乘法建立NIRS光譜與3種成分化學參攷值之間的多元校正模型,對未知樣品進行含量預測。結果錶明,建立的定量模型準確性好,總皂苷、水分、灰分的內部交扠驗證均方差分彆是0.413、0.788、0.202;決定繫數分彆是0.9610、0.9529、0.8981;相對分析誤差分彆是5.06、4.63、3.13;對外部驗證集樣品進行外部驗證,預測值與化學參攷值的決定繫數分彆是0.9624、0.9475、0.8740;預測迴收率是101.50%、95.60%、101.16%。近紅外光譜法對人參產品中總皂苷、水分、灰分含量預測結果較好,為人參產品流通過程的快速、無損定量分析提供瞭依據。
건립일충이용근홍외광보기술쾌속측정인삼산품중총조감、수분、회분등지표적신방법。의거인삼산품분등질량표준중총조감、수분、회분함량측정방법,측정인삼산품중총조감、수분、회분등성분적함량,운용편최소이승법건립NIRS광보여3충성분화학삼고치지간적다원교정모형,대미지양품진행함량예측。결과표명,건립적정량모형준학성호,총조감、수분、회분적내부교차험증균방차분별시0.413、0.788、0.202;결정계수분별시0.9610、0.9529、0.8981;상대분석오차분별시5.06、4.63、3.13;대외부험증집양품진행외부험증,예측치여화학삼고치적결정계수분별시0.9624、0.9475、0.8740;예측회수솔시101.50%、95.60%、101.16%。근홍외광보법대인삼산품중총조감、수분、회분함량예측결과교호,위인삼산품류통과정적쾌속、무손정량분석제공료의거。
The aim of the current study is to establish a new method using Near infrared spectroscopy (NIRS ) for quick determination of total ginsenosid ,water ,ash in ginseng products .Methods of national standard were used to determine the contents of total ginsenosid ,water ,ash in ginseng products .Multivariate calibration models based on PLS algorithm were developed to correlate the spectra and the corresponding values determined by the reference methods .RMSECV of the models for total ginsenosid ,water ,ash were 0.413 ,0.788 ,0.202 respectively .The correl-ative coefficient of the calibration models was 0.9610 ,0.9529 ,0.8981 respectively .External validation with external validation samples proved that the relative coefficient of the predicted value and the truth value was 0.9624 ,0.9475 ,0.8740 respectively ,with measured recycle rates of 101.50% ,95.60% ,101.16% .NIRS can be used in the determination of total ginsenosid ,water ,ash ,which sets up the foundation of fast anal-ysis method of ginseng products quality .