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番茄成熟度和味觉属性测量的多变量方法及其通过可见近红外光谱法的快速评估。

Multivariate approach to the measurement of tomato maturity and gustatory attributes and their rapid assessment by Vis-NIR spectroscopy.

作者信息

Clément Alain, Dorais Martine, Vernon Marcia

机构信息

Agriculture and Agri-Food Canada, Food Research and Development Centre, 3600 Casavant Boulevard West, St-Hyacinthe, QC, J2S 8E3, Canada.

出版信息

J Agric Food Chem. 2008 Mar 12;56(5):1538-44. doi: 10.1021/jf072182n. Epub 2008 Feb 15.

Abstract

Standard methods for determining quality and maturity are time- and labor-consuming and generally measure individual criteria at a specific time, without considering relationships among quality parameters. To propose a rapid and nondestructive analysis method describing multidimensional quality variables, an experiment was undertaken with mature green to overripe tomato fruits found on the North American retail markets. Factor analysis was used to analyze results. Four factors were considered, representing 81% of total variance. The first one, tomato maturity stage (TMS), is related to color, lycopene content, firmness, titratable acidity (TA), pH, and soluble solids (SS). Nondestructive rapid assessment by vis-NIR spectroscopy can predict TMS (r(2)=0.93). Factors 2 and 3 are both related to taste and should be considered simultaneously. Factor 2, called the gustatory index, is linked to electrical conductivity (EC), SS, TA, and pH. Factor 3, defined by SS, can be directly measured by a refractometer. Four categories of taste are proposed; the most desirable one ranks high both in soluble solids (above 4.5 degrees Brix) and in gustatory index (above 0). It was not possible to measure the gustatory index by vis-NIR spectroscopy (r(2)=0.17), but it can be estimated by EC, using a simple formula. The proposed limit between high and low gustatory index then corresponds to an EC of 5.4 mS/cm. Factor 4, variety, mostly discriminates the pink tomato type and field-grown samples from other varieties.

摘要

确定品质和成熟度的标准方法既耗时又费力,而且通常是在特定时间测量单个标准,而不考虑品质参数之间的关系。为了提出一种描述多维品质变量的快速无损分析方法,我们对北美零售市场上发现的成熟绿色至过熟的番茄果实进行了一项实验。使用因子分析来分析结果。考虑了四个因子,它们占总方差的81%。第一个因子是番茄成熟阶段(TMS),与颜色、番茄红素含量、硬度、可滴定酸度(TA)、pH值和可溶性固形物(SS)有关。通过可见-近红外光谱进行的无损快速评估可以预测TMS(r(2)=0.93)。因子2和因子3都与味道有关,应同时考虑。因子2称为味觉指数,与电导率(EC)、SS、TA和pH值有关。因子3由SS定义,可以用折射仪直接测量。提出了四类味道;最理想的一类在可溶性固形物(高于4.5°Brix)和味觉指数(高于0)方面都排名很高。无法通过可见-近红外光谱测量味觉指数(r(2)=0.17),但可以使用一个简单公式通过EC来估计。然后,提出的高味觉指数和低味觉指数之间的界限对应于5.4 mS/cm的EC。因子4是品种,主要区分粉色番茄类型和田间种植的样本与其他品种。

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