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中国精品科技期刊2020
韦露露, 秦礼康, 文安燕, 朱怡. 基于主成分分析的不同品种小米品质评价[J]. 食品工业科技, 2019, 40(9): 49-56. DOI: 10.13386/j.issn1002-0306.2019.09.010
引用本文: 韦露露, 秦礼康, 文安燕, 朱怡. 基于主成分分析的不同品种小米品质评价[J]. 食品工业科技, 2019, 40(9): 49-56. DOI: 10.13386/j.issn1002-0306.2019.09.010
WEI Lu-lu, QIN Li-kang, WEN An-yan, ZHU Yi. Quality Evaluation of Different Varieties Millet Based on Principal Components Analysis[J]. Science and Technology of Food Industry, 2019, 40(9): 49-56. DOI: 10.13386/j.issn1002-0306.2019.09.010
Citation: WEI Lu-lu, QIN Li-kang, WEN An-yan, ZHU Yi. Quality Evaluation of Different Varieties Millet Based on Principal Components Analysis[J]. Science and Technology of Food Industry, 2019, 40(9): 49-56. DOI: 10.13386/j.issn1002-0306.2019.09.010

基于主成分分析的不同品种小米品质评价

Quality Evaluation of Different Varieties Millet Based on Principal Components Analysis

  • 摘要: 目的:分析不同小米的品质差异,为小米品种品质改良、加工利用提供理论依据。方法:从陕西和贵州分别选取7种和8种主栽小米品种,基于主要营养、功能成分及理化特性,进行主成分分析评价其品质。结果:供试小米中蛋白质、淀粉和脂肪等含量差异显著(p<0.05),蛋白质中必需氨基酸占氨基酸总量的40%以上,符合WHO/FAO规定模式,淀粉中贵州小米直链淀粉含量(3.46%~4.18%)均低于陕西小米(19.07%~23.58%)。不同小米功能成分差异显著(p<0.05),其中施秉小米的多酚含量最高,晋谷29的黄酮和黄色素含量最高。在小米理化特性中,糊化度、水溶性和吸水性指数最高的分别为盘州、新氿谷及黄平小米。经主成分分析,提取出5个主成分,累积方差贡献率达86.368%,通过水溶性指数、水分、氨基酸、多酚、黄酮及黄色素等主要因素解释了原有15个指标的信息,经评价模型计算综合得分,排名前 5的品种依次为晋谷29号、镇宁、新氿谷、施秉以及琉璃谷。结论:基于主要品质特性及主成分分析对比15种小米的营养、功能及理化品质的差异性,可为小米特色化加工利用,品质改良提供理论依据。

     

    Abstract: Objective:The purpose of this study was to investigate the quality of different millet varieties and provide theoretical basis for processing,utilization and quality improvement of millets. Method:Based on nutritional,functional components and physicochemical properties,7 and 8 main millet varieties from Shaanxi and Guizhou were analyzed through principal component analysis(PCA),respectively. Result:The contents of protein,starch and fat were significantly different(p<0.05).The essential amino acids content accounted for more than 40% of the total amino acids,and accorded with the reference pattern provided by WHO/FAO. The contents of amylose in Guizhou millets(3.46%~4.18%)were lower than that in Shaanxi millets(19.07%~23.58%).The functional components of different millet were significantly different(p<0.05). Among them,Shibing millet had the highest polyphenol content and Jingu 29 had the highest flavone and yellow pigment content. In terms of physicochemical properties,the highest gelatinization degree,water solubility and water absorption index were Panzhou,Xinjiugu and Huangping millet,respectively. According to PCA,5 principal components were extracted and the cumulative variance contribution rate was 86.368%. The information of the original 15 indexes was explained by water solubility index,water content,amino acids,polyphenols,flavonoids and yellow pigments. The comprehensive scores were calculated by the evaluation model,the top five millet varieties were Jingu 29,Zhenning,Xinjiugu,ShiBing and Liuligu. Conclusion:Based on the main quality characteristics and principal component analysis,the differences of nutrition,function and physicochemical quality of 15 kinds of millet were compared. The results provided theoretical basis for millet characteristics processing,utilization,and quality improvement.

     

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