Xiaoman Liang, Guanlin Qian, Song Pan, Jiabao Wang, Xina Cong, Tiancheng Ye, Miao Yan, Heran Xu, Guang Xin
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Combined with the Arrhenius equation, a kinetic model was established based on key indices. The mean relative errors (MRE) of the key indices and shelf-life<sub>All</sub> (SL<sub>All</sub>) were less than 10% when comparing predicted and measured values. The weight of each index was determined using the Analytic Hierarchy Process (AHP), and a consistency test was conducted. Samples at 20 °C were selected to verify the model. The shelf life of CJ No.1 from 2 to 25 °C can be predicted according to the weighted model. The results of this study can help distributors and consumers determine the best time to eat <em>A. arguta</em> and the appropriate storage time. The ideas and methods of this study can also be promoted and applied to other fruit and vegetables to achieve a wider temperature range and a method of prediction of their shelf lives.</p></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"108 ","pages":"Article 102396"},"PeriodicalIF":2.7000,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A shelf life prediction model of Actinidia arguta ‘Chang Jiang No.1’ based on postharvest quality evaluation combined with fuzzy mathematics\",\"authors\":\"Xiaoman Liang, Guanlin Qian, Song Pan, Jiabao Wang, Xina Cong, Tiancheng Ye, Miao Yan, Heran Xu, Guang Xin\",\"doi\":\"10.1016/j.jspr.2024.102396\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p><em>Actinidia arguta</em> has good taste and nutritional value. It is a climacteric fruit that is not durable during storage and has a short shelf life. To investigate the effects of storage and transportation on the quality of the early maturing variety Chang Jiang No. 1 (CJ No. 1), shelf life models were developed applicable at different temperatures. Fuzzy mathematics was used to evaluate the sensory senses of different storage stages at 2, 5, 15 and 25 °C, and the storage end-time was determined to be 35, 25, 15 and 10 days, respectively. All indices followed zero-order reaction kinetics (ΣR<sub>0</sub><sup>2</sup> > ΣR<sub>1</sub><sup>2</sup>) and kinetic parameters <em>k</em>, <em>A</em> and <em>E</em><sub><em>a</em></sub> were calculated. Combined with the Arrhenius equation, a kinetic model was established based on key indices. The mean relative errors (MRE) of the key indices and shelf-life<sub>All</sub> (SL<sub>All</sub>) were less than 10% when comparing predicted and measured values. The weight of each index was determined using the Analytic Hierarchy Process (AHP), and a consistency test was conducted. Samples at 20 °C were selected to verify the model. The shelf life of CJ No.1 from 2 to 25 °C can be predicted according to the weighted model. The results of this study can help distributors and consumers determine the best time to eat <em>A. arguta</em> and the appropriate storage time. The ideas and methods of this study can also be promoted and applied to other fruit and vegetables to achieve a wider temperature range and a method of prediction of their shelf lives.</p></div>\",\"PeriodicalId\":17019,\"journal\":{\"name\":\"Journal of Stored Products Research\",\"volume\":\"108 \",\"pages\":\"Article 102396\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2024-08-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Stored Products Research\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0022474X2400153X\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENTOMOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Stored Products Research","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0022474X2400153X","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENTOMOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
Actinidia arguta 具有良好的口感和营养价值。它是一种攀缘性水果,在贮藏过程中不耐久,货架期短。为了研究贮藏和运输对早熟品种长江 1 号(CJ 1 号)品质的影响,开发了适用于不同温度的货架期模型。采用模糊数学评估了 2、5、15 和 25 °C 不同贮藏阶段的感官,并确定贮藏结束时间分别为 35、25、15 和 10 天。所有指数都遵循零阶反应动力学(ΣR02 > ΣR12),并计算出动力学参数 k、A 和 Ea。结合阿伦尼乌斯方程,建立了基于关键指标的动力学模型。在比较预测值和测量值时,关键指数和货架期全部(SLAll)的平均相对误差小于 10%。采用层次分析法(AHP)确定了各指标的权重,并进行了一致性测试。选择 20 °C 下的样品来验证模型。根据加权模型,可以预测 CJ 1 号在 2 至 25 °C 的保质期。这项研究的结果可以帮助经销商和消费者确定食用 A. arguta 的最佳时间和适当的储存时间。本研究的思路和方法还可推广应用于其他水果和蔬菜,以实现更广泛的温度范围和预测其保质期的方法。
A shelf life prediction model of Actinidia arguta ‘Chang Jiang No.1’ based on postharvest quality evaluation combined with fuzzy mathematics
Actinidia arguta has good taste and nutritional value. It is a climacteric fruit that is not durable during storage and has a short shelf life. To investigate the effects of storage and transportation on the quality of the early maturing variety Chang Jiang No. 1 (CJ No. 1), shelf life models were developed applicable at different temperatures. Fuzzy mathematics was used to evaluate the sensory senses of different storage stages at 2, 5, 15 and 25 °C, and the storage end-time was determined to be 35, 25, 15 and 10 days, respectively. All indices followed zero-order reaction kinetics (ΣR02 > ΣR12) and kinetic parameters k, A and Ea were calculated. Combined with the Arrhenius equation, a kinetic model was established based on key indices. The mean relative errors (MRE) of the key indices and shelf-lifeAll (SLAll) were less than 10% when comparing predicted and measured values. The weight of each index was determined using the Analytic Hierarchy Process (AHP), and a consistency test was conducted. Samples at 20 °C were selected to verify the model. The shelf life of CJ No.1 from 2 to 25 °C can be predicted according to the weighted model. The results of this study can help distributors and consumers determine the best time to eat A. arguta and the appropriate storage time. The ideas and methods of this study can also be promoted and applied to other fruit and vegetables to achieve a wider temperature range and a method of prediction of their shelf lives.
期刊介绍:
The Journal of Stored Products Research provides an international medium for the publication of both reviews and original results from laboratory and field studies on the preservation and safety of stored products, notably food stocks, covering storage-related problems from the producer through the supply chain to the consumer. Stored products are characterised by having relatively low moisture content and include raw and semi-processed foods, animal feedstuffs, and a range of other durable items, including materials such as clothing or museum artefacts.