使用便携式可见-近红外分光光度计和反射质量指数 (RQI) 评估草莓的保质期

IF 6.4 1区 农林科学 Q1 AGRONOMY Postharvest Biology and Technology Pub Date : 2024-09-07 DOI:10.1016/j.postharvbio.2024.113189
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引用次数: 0

摘要

本研究旨在开发一种基于可见光-近红外反射率的草莓(Fragaria ananassa Duch.)采后质量指标,使用便携式手持光谱仪评估水果质量并确定最长保质期。新鲜草莓在不同的温度(5、15、25 和 35 °C)和 60 % 的相对湿度下储存长达 15 天。在贮藏期间,每三天对各种质量参数进行一次评估,包括色泽、硬度、重量损失、外观和微生物质量。采用动力学模型来描述草莓在不同温度下贮藏期间重量损失、外观、颜色和硬度的变化。采用可见光-近红外光谱法建立了一个反射质量指数(RQI),用于确定水果在贮藏期间的质量。该指数有助于减少大量波长,从而减少一组具有代表性的自变量。使用偏最小二乘法 (PLS) 建立了校准和预测模型,并结合交叉验证来预测草莓的质量指标。这些模型用于预测外观、失重、L*、a*、b* 颜色参数和硬度。拟合效果非常好(R2 = 0.95),证明了 RQI 和 PLS 评估草莓质量的可行性。本研究提出了一种基于贮藏时间和温度、使用便携式分光光度计评估草莓保质期的新方法。这种方法可以成为食品工业确保最佳水果质量和最大限度减少食品损失的重要工具。
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Evaluating the shelf life of strawberries using a portable Vis-NIR spectrophotometer and a Reflectance Quality Index (RQI)

This study aimed to develop a postharvest quality index for strawberry (Fragaria ananassa Duch.) based on Vis-NIR reflectance, using a portable handset spectrometer to assess fruit quality and establish maximum shelf life. Fresh strawberries were stored at different temperatures (5, 15, 25 and 35 °C) and at 60 % relative humidity for up to 15 days. Various quality parameters were evaluated, including colour, firmness, weight loss, appearance, and microbial quality, every three days during storage. Kinetic models were used to describe the changes in weight loss, appearance, colour, and firmness of strawberries during storage under different temperatures. Vis-NIR spectroscopy was employed to establish a Reflectance Quality Index (RQI) for determining fruit quality during storage. This index helped to reduce the high number of wavelengths to a lower set of representative independent variables. Calibration and prediction models were created using the partial least squares (PLS) regression method, incorporating cross-validation, to predict quality indicators of strawberries. These models were developed for predicting appearance, weight loss, L*, a*, b* colour parameters, and firmness. A very good fit was obtained (R2 = 0.95), demonstrating the feasibility of both the RQI and PLS for evaluating strawberry quality. This study presents a novel approach for assessing the shelf life of strawberries based on storage time and temperature using a portable spectrophotometer. This method can be a valuable tool for the food industry to ensure optimal fruit quality and minimize food losses.

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来源期刊
Postharvest Biology and Technology
Postharvest Biology and Technology 农林科学-农艺学
CiteScore
12.00
自引率
11.40%
发文量
309
审稿时长
38 days
期刊介绍: The journal is devoted exclusively to the publication of original papers, review articles and frontiers articles on biological and technological postharvest research. This includes the areas of postharvest storage, treatments and underpinning mechanisms, quality evaluation, packaging, handling and distribution of fresh horticultural crops including fruit, vegetables, flowers and nuts, but excluding grains, seeds and forages. Papers reporting novel insights from fundamental and interdisciplinary research will be particularly encouraged. These disciplines include systems biology, bioinformatics, entomology, plant physiology, plant pathology, (bio)chemistry, engineering, modelling, and technologies for nondestructive testing. Manuscripts on fresh food crops that will be further processed after postharvest storage, or on food processes beyond refrigeration, packaging and minimal processing will not be considered.
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