Shelf-life assessment of apricot fruit during cold storage by a portable visible and near-infrared hyperspectral imaging device

IF 3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY
Roberto Ciccoritti, Gaia Ruggiero, Roberto Ciorba, Cesare Manetti, Monica Amoriello, Tiziana Amoriello
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引用次数: 0

Abstract

Fruit quality control is fundamental in the process of growing, harvesting, and storage because fruits can be subject to mechanical damages, diseases or microbial infections, which could affect food safety and quality, reducing economic benefits. Therefore, a rapid and non-destructive assessment of fruit quality is in great demand by the agrifood industries to enhance the efficiency of the supply chain. In this paper, a portable visible and near-infrared (Vis/NIR) hyperspectral imaging (HSI) device was used to evaluate the shelf-life of apricot fruit during cold storage for 25 days. Moreover, changes in three apricot varieties, external and internal quality properties, such as weight (W), colour (C), and firmness (FF), and different phytochemicals, such as total soluble solids content (TSS), titratable acidity (TA), total phenolic content (TPC), total carotenoid content (TCC), total flavan content (TFC), and antioxidant activity (AA), were monitored at different times. The genotype and the storage time significantly influenced (p ≤ 0.05) the pomological traits and phytochemical content of apricot fruits. Vis/NIR spectra coupled with chemometric analyses discriminated samples in relation to the storage time and the presence of defects (softening, browning or mould). The visualization maps, achieved from highly performing PLS models (R2 equal to 0.86, 0.89, 0.87, 0.94, 0.86, 0.81, RMSECV equal to 0.98, 0.68, 0.84, 0.33, 0.96, 1.13 and RPD equal to 2.70, 3.06, 2.78, 4.08, 2.69, 2.31 for FF, TSS, TA, TPC, TCC, and FLC, respectively), allowed to monitor the internal quality of apricot samples. The obtained results pointed out that HSI can be considered as a valuable tool to assessment of apricot fruits during the cold storage.

Abstract Image

用便携式可见和近红外高光谱成像装置评价杏果实冷藏期
水果质量控制在生长、收获和储存过程中是至关重要的,因为水果可能会受到机械损伤、疾病或微生物感染,从而影响食品安全和质量,降低经济效益。因此,农业食品行业迫切需要对水果质量进行快速、无损的评估,以提高供应链的效率。本文采用便携式可见/近红外(Vis/NIR)高光谱成像(HSI)装置,对杏果实冷藏25 d后的保质期进行了评价。此外,还监测了3个杏品种在不同时间内的变化,以及杏的重量(W)、颜色(C)和硬度(FF)等外部和内部品质特性,以及可溶性固形物含量(TSS)、可滴定酸度(TA)、总酚含量(TPC)、总类胡萝卜素含量(TCC)、总黄酮含量(TFC)和抗氧化活性(AA)等不同植物化学物质的变化。基因型和贮藏时间对杏果实的果学性状和植物化学含量有显著影响(p≤0.05)。可见光/近红外光谱与化学计量分析相结合,根据储存时间和缺陷(软化、褐变或发霉)的存在来区分样品。利用高性能PLS模型(R2分别为0.86、0.89、0.87、0.94、0.86、0.81,RMSECV分别为0.98、0.68、0.84、0.33、0.96、1.13,RPD分别为2.70、3.06、2.78、4.08、2.69、2.31,分别为FF、TSS、TA、TPC、TCC和FLC)实现杏样品内部质量监测。研究结果表明,HSI可作为评价杏果实冷藏状态的有效工具。
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来源期刊
European Food Research and Technology
European Food Research and Technology 工程技术-食品科技
CiteScore
6.60
自引率
3.00%
发文量
232
审稿时长
2.0 months
期刊介绍: The journal European Food Research and Technology publishes state-of-the-art research papers and review articles on fundamental and applied food research. The journal''s mission is the fast publication of high quality papers on front-line research, newest techniques and on developing trends in the following sections: -chemistry and biochemistry- technology and molecular biotechnology- nutritional chemistry and toxicology- analytical and sensory methodologies- food physics. Out of the scope of the journal are: - contributions which are not of international interest or do not have a substantial impact on food sciences, - submissions which comprise merely data collections, based on the use of routine analytical or bacteriological methods, - contributions reporting biological or functional effects without profound chemical and/or physical structure characterization of the compound(s) under research.
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