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利用高光谱成像技术对桑椹果实中果胶多糖进行无损检测。

Nondestructive measurement of pectin polysaccharides using hyperspectral imaging in mulberry fruit.

机构信息

College of Animal Sciences, Zhejiang University, Hangzhou 310058, PR China.

Faculty of Mechanical Engineering & Automation, Zhejiang Sci-Tech University, Hangzhou 310018, PR China.

出版信息

Food Chem. 2021 Jan 1;334:127614. doi: 10.1016/j.foodchem.2020.127614. Epub 2020 Jul 19.

Abstract

Pectin polysaccharide is an important phytochemical with potential biomedical applications. It is commonly measured by time-consuming destructive chemical methods. This work demonstrates the feasibility of using visible and near-infrared hyperspectral imaging (HSI) techniques to rapidly measure pectin polysaccharides in intact mulberry fruits. Based on spatial information provided by HSI images, the representative spectrum of each whole mulberry was accurately extracted without background. The effects of storage temperature on two varieties of mulberries for model establishment were studied. The performances of two spectral ranges obtained by Si and InGaAs CCD detectors for pectin prediction were compared. The best predictions were obtained from dilute alkali soluble pectin and total soluble pectin in Dashi mulberry fruit stored at room temperature, with residual predictive deviation values of 2.317 and 1.935, respectively. Our results show that HSI is a promising alternative to the chemical method to rapidly and nondestructively measure the pectin content.

摘要

果胶多糖是一种具有潜在生物医学应用的重要植物化学物质。它通常通过耗时的破坏性化学方法来测量。本工作证明了使用可见和近红外高光谱成像(HSI)技术快速测量完整桑椹中果胶多糖的可行性。基于 HSI 图像提供的空间信息,准确提取了每个完整桑椹的代表性光谱,而无需背景。研究了储存温度对两个桑椹品种模型建立的影响。比较了 Si 和 InGaAs CCD 探测器获得的两个光谱范围在预测果胶方面的性能。在室温下储存的大十品种桑椹中,稀碱溶性果胶和总可溶性果胶的预测效果最好,残差预测偏差值分别为 2.317 和 1.935。我们的结果表明,HSI 是一种有前途的替代化学方法,可以快速、无损地测量果胶含量。

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