农机化研究
農機化研究
농궤화연구
JOURNAL OF AGRICULTURAL MECHANIZATION RESEARCH
2014年
11期
146-150
,共5页
彭海根%罗华平%彭云发%詹映
彭海根%囉華平%彭雲髮%詹映
팽해근%라화평%팽운발%첨영
近红外光谱%和田冬枣%糖度%无损检测
近紅外光譜%和田鼕棘%糖度%無損檢測
근홍외광보%화전동조%당도%무손검측
near infrared spectroscopy (NIRS)%Hetian dongzao jujube%sugar degree%non-destructive testing technol-ogy
筛选具有代表性的100个新疆南疆和田冬枣作为试验样品,采用近红外光谱分析技术对冬枣样品的糖度进行分析。结果表明:通过相关系数法选取特征波长区间的波数分别为5303~5600 cm-1、6205~6302 cm-1、7308~7405 cm-1,然后作多元散射校正、一阶导数和 Savitzky-Golay 卷积平滑法预处理后,建立的偏最小二乘法(PLS)校正模型效果最好,校正标准偏差(SEC)为0.613,预测标准偏差(SEP)为0.573,相关系数(R)为0.967,具有良好的预测效果,满足生产实践的要求。试验表明,近红外光谱分析技术适合南疆冬枣的糖度无损检测。
篩選具有代錶性的100箇新疆南疆和田鼕棘作為試驗樣品,採用近紅外光譜分析技術對鼕棘樣品的糖度進行分析。結果錶明:通過相關繫數法選取特徵波長區間的波數分彆為5303~5600 cm-1、6205~6302 cm-1、7308~7405 cm-1,然後作多元散射校正、一階導數和 Savitzky-Golay 捲積平滑法預處理後,建立的偏最小二乘法(PLS)校正模型效果最好,校正標準偏差(SEC)為0.613,預測標準偏差(SEP)為0.573,相關繫數(R)為0.967,具有良好的預測效果,滿足生產實踐的要求。試驗錶明,近紅外光譜分析技術適閤南疆鼕棘的糖度無損檢測。
사선구유대표성적100개신강남강화전동조작위시험양품,채용근홍외광보분석기술대동조양품적당도진행분석。결과표명:통과상관계수법선취특정파장구간적파수분별위5303~5600 cm-1、6205~6302 cm-1、7308~7405 cm-1,연후작다원산사교정、일계도수화 Savitzky-Golay 권적평활법예처리후,건립적편최소이승법(PLS)교정모형효과최호,교정표준편차(SEC)위0.613,예측표준편차(SEP)위0.573,상관계수(R)위0.967,구유량호적예측효과,만족생산실천적요구。시험표명,근홍외광보분석기술괄합남강동조적당도무손검측。
The aim of the study was to establish model for predicting sugar concentration of Nanjang Hetian Dongzao ju -jubes .One hundred Hetian Dongzao jujubes were assigned to establish model of jujubes .The sugar degree of jujubes were quantitatively determined by Near Infrared Spectroscopy ( NIRS ) , spectroscopy pretreatment methods were multipli-cation scatter correction (MSC), first derivative , Svitzky-Golay (S-G) and Normalization , the results showed that the best effect of the calibration model of saccharinity within the spectral region of 5303-5600cm-1 ,6205-6302cm-1 and 7308-7405 cm-1 which selected through the method of correlation respectively , the model was established by Partial Least Squares, and SEC and SEP are 0.613 and 0.573, respectively, calibration coefficient and prediction correlation coeffi-cient are 0.967 and 0.965, respectively.The final results indicated that the model is an effective method to rapid detect sugar degree .