南果梨糖、酸度近红外光谱模型适用的贮藏期研究

    Applicability of visible-near infrared spectroscopy models for determining soluble solid and total acid contents in ‘Nanguo’ pears during storage period

    • 摘要: 为确定南果梨糖、酸度可见-近红外光谱模型对不同贮藏期南果梨的适用性和适用时间,进行了贮藏期间南果梨糖、酸度和光谱变化的方差分析,利用偏最小二乘法(PLS)法建立采后6 d的南果梨糖、酸度模型,并分析所建模型对不同贮藏期间样品的预测性能,试验结果表明:常温条件下采后18 d内南果梨糖、酸含量和光谱的变化趋势一致,而冷藏条件下120 d内糖、酸含量和光谱的变化趋势不完全一致;但采后6 d所建立的糖、酸度模型校正相关系数均高于0.83,模型对常温下采后12 d内、采后冷藏120 d内的样品预测相关系数均在0.80以上,表明模型能满足一定贮藏时期内样品的预测要求,为南果梨近红外分级技术的应用提供了依据。

       

      Abstract: In order to determine the applicability of visible-near infrared spectroscopy models for determining Soluble Solid Content(SSC) and Total Acid(TA) in ‘Nanguo’ pears during storage period, the variance analysis of soluble solid content, total acid contents and Visible-Near Infrared(VIS-NIR) Spectra of ‘Nanguo’ pears during different storage periods were conducted by using Duncan’s new multiple range method. The models with samples stored for six days after harvest at room temperature were established based on partial least squares method and then the prediction performance during different storage periods of ‘Nanguo’ pears were assessed. Results showed that changes of spectra agreed well with those of soluble solid and total acid contents during the storage period of 18 days after harvest at room temperature, whereas the same results were not found in the period of cold storage for 120 days after harvest. The calibrated correlation coefficients of models for determining SSC and TA contents in ‘Nanguo’ pears were higher than 0.83. The predicted correlation coefficients of models both for pears stored at room temperature for 12 days after harvest and for pears in cold storage for 120 days were higher than 0.8. Thus the model was applicable during different storage periods. The results support the application of non-destructive classification for ‘Nanguo’ pears by using visible-near infrared spectroscopy technology.

       

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