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基于主成分分析的荔枝罐藏品种筛选与品质评价OA

Screening and Quality Evaluation of Lychee Canning Varieties Based on Principal Component Analysis

中文摘要英文摘要

原料品种选择是决定荔枝罐头品质与市场竞争力的关键,为解决荔枝罐藏品种筛选缺乏系统性、多维度综合评价标准这一问题,本研究以 8 个主栽荔枝品种为原料制备罐头,系统测定包括色度、糖酸组分及质构特性在内的 16项关键品质指标,并运用主成分分析(PCA)构建荔枝罐藏适宜性的综合评价模型.研究结果显示:不同品种间各项品质指标均存在显著差异,共提取出 3 个主成分,累计方差贡献率达 83.180%,基于主成分综合得分,品种优劣排序为:紫娘喜>仙桃荔>巨美人>白糖罂>怀枝>黑叶>妃子笑>白蜡.Pearson 相关性分析进一步表明,咀嚼性与弹性、胶着性呈极显著正相关,糖酸比与L*呈显著正相关.聚类分析将 8 个品种划分为 3 个特征类群,各类群在质构、色泽与糖酸组成上差异显著,为品种的分类利用提供依据.本研究系统阐明了不同荔枝品种的罐藏品质特性,建立的 PCA 评价模型可实现品种的快速、客观筛选.紫娘喜、仙桃荔和巨美人被确定为优质罐藏专用型品种,其大果型特征与优异的质构特性、协调的糖酸比形成了理想的品质组合,研究结果可为荔枝罐头产业的原料定向选择、品质精准调控及专用品种选育提供理论依据与技术支撑.

The selection of raw material varieties is a critical in determining the quality and market competitiveness of canned lychee.To address the lack of systematic and multidimensional comprehensive evaluation standards for the se-lection of lychee varieties suitable for canning,this study prepared canned lychee using eight main cultivated varieties as raw materials and systematically measured 16 key quality indicators,including chromaticity,sugar-acid components and texture characteristics.Principal component analysis(PCA)was employed to construct a comprehensive evaluation model for the suitability evaluation of lychee for canning.The results showed significant differences in quality indica-tors among different varieties.PCA extracted three principal components,with a cumulative variance contribution rate of 83.180%.Based on the comprehensive scores from the principal components,the ranking of varieties from best to worst was Ziniangxi>Xiantaoli>Jumeiren>Baitangying>Huaizhi>Heiye>Feizixiao>Baila.The Pearson correlation analysis further indicated that chewiness was extremely significantly positively correlated with elasticity and cohesive-ness,while the sugar-acid ratio showed a significant positive correlation with the L* value.Cluster analysis categorized the eight varieties into three characteristic groups,with significant differences in texture,color and sugar-acid composi-tion among the groups,providing a basis for the classification and utilization of varieties.The study systematically elu-cidates the canned quality characteristics of different lychee varieties.The established PCA evaluation model would enable rapid and objective screening of varieties.The varieties Ziniangxi,Xiantaoli and Jumeiren were identified as high-quality varieties specifically suited for canning,with large fruit characteristics,excellent texture properties,and balanced sugar-acid ratios forming an ideal quality combination.The findings would provide a solid theoretical basis and technical support for the directional selection of raw materials,precise quality control,and the breeding of special-ized varieties in the lychee canning industry.

李莹莹;邹颖;高媛媛;黄晓兵;彭芍丹;李积华;周伟

农业农村部热带作物产品加工重点实验室/中国热带农业科学院农产品加工研究所,广东 湛江 524001农业农村部热带作物产品加工重点实验室/中国热带农业科学院农产品加工研究所,广东 湛江 524001农业农村部热带作物产品加工重点实验室/中国热带农业科学院农产品加工研究所,广东 湛江 524001农业农村部热带作物产品加工重点实验室/中国热带农业科学院农产品加工研究所,广东 湛江 524001农业农村部热带作物产品加工重点实验室/中国热带农业科学院农产品加工研究所,广东 湛江 524001农业农村部热带作物产品加工重点实验室/中国热带农业科学院农产品加工研究所,广东 湛江 524001农业农村部热带作物产品加工重点实验室/中国热带农业科学院农产品加工研究所,广东 湛江 524001

轻工纺织

荔枝罐头品质评价主成分分析品种筛选质构特性

canned lycheequality evaluationprincipal component analysisvariety screeningtexture characteristics

《热带作物学报》 2026 (5)

1173-1183,11

国家重点研发计划项目(No.2024YFD2100604)中央级公益性科研院所基本科研业务费专项(No.1630012025202)国家荔枝龙眼产业技术体系(No.CARS-32).

10.3969/j.issn.1000-2561.2026.05.007

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