Characterisation of Position-Dependant Ripening Dynamics of Nectarines Using Near-Infrared Spectroscopy and ASCA

IF 2.3 4区 化学 Q1 SOCIAL WORK Journal of Chemometrics Pub Date : 2024-06-09 DOI:10.1002/cem.3576
Jokin Ezenarro, Daniel Schorn-García, Anna Palou, Montserrat Mestres, Laura Aceña, Maribel Abadias, Ingrid Aguiló-Aguayo, Olga Busto, Ricard Boqué
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Abstract

Nectarines, a popular pit fruit closely related to peaches, are renowned for their nutritional value and associated health benefits. However, challenges arise in maintaining optimal organoleptic properties during harvest and handling, eventually leading to production waste and heterogeneous quality in the fruit that arrives to the consumer. This study investigates the impact of nectarine position on trees during the whole ripening process using non-destructive near-infrared (NIR) spectroscopy. Nectarines exposed to more sunlight mature faster and this influences sugar content and acidity, emphasising the significance of considering height, prominence and orientation in ripening dynamics of the fruit. Different data unfolding strategies were compared, using ANOVA-Simultaneous Component Analysis (ASCA) to reveal the significance of in-tree position factors at different ripening stages, and observing high significance at harvest. This underscores the necessity for growers and handlers to consider these factors for reducing waste. NIR spectroscopy, with adequate data analysis, is a valuable tool for the holistic analysis of fruit ripening, providing crucial insights for maintaining optimal fruit organoleptic properties from harvest to consumer.

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利用近红外光谱和 ASCA 分析油桃随位置变化的成熟动力学特征
油桃是一种广受欢迎的核果,与桃子关系密切,以其营养价值和相关的健康益处而闻名。然而,在采收和处理过程中,要保持最佳的感官特性却面临着挑战,最终导致生产浪费和到达消费者手中的水果质量参差不齐。本研究利用非破坏性近红外(NIR)光谱技术,调查了油桃在整个成熟过程中的位置对果树的影响。暴露在更多阳光下的油桃成熟更快,这影响了含糖量和酸度,强调了在果实成熟动态中考虑高度、突出度和方向的重要性。利用方差分析--同时成分分析(ASCA)对不同的数据展开策略进行了比较,以揭示树上位置因素在不同成熟阶段的重要性,并观察到收获时的高度重要性。这说明种植者和处理者有必要考虑这些因素,以减少浪费。通过适当的数据分析,近红外光谱是全面分析水果成熟度的重要工具,可为从采收到消费者整个过程中保持最佳水果感官特性提供重要见解。
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来源期刊
Journal of Chemometrics
Journal of Chemometrics 化学-分析化学
CiteScore
5.20
自引率
8.30%
发文量
78
审稿时长
2 months
期刊介绍: The Journal of Chemometrics is devoted to the rapid publication of original scientific papers, reviews and short communications on fundamental and applied aspects of chemometrics. It also provides a forum for the exchange of information on meetings and other news relevant to the growing community of scientists who are interested in chemometrics and its applications. Short, critical review papers are a particularly important feature of the journal, in view of the multidisciplinary readership at which it is aimed.
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