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首页> 外文期刊>Journal of the American Oil Chemists' Society >The influence of growing region on fatty acids and sterol composition of Iranian olive oils by unsupervised clustering methods.
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The influence of growing region on fatty acids and sterol composition of Iranian olive oils by unsupervised clustering methods.

机译:无监督聚类方法对生长区域对伊朗橄榄油脂肪酸和甾醇成分的影响。

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摘要

Twenty seven Iranian olive oil samples were collected from different provinces to evaluate fatty acids and sterol compositions. The samples were collected from different geographical locations that varied in altitude, temperature, humidity and rain fall. The sample collected from the northern part of Iran by the Caspian Sea had higher oleic acid [G2 sample (75.98%)] and lower linoleic acid [Go5 sample (6.5%)] and palmitic acid [G2 sample (10.78%)] concentrations than samples from the southern part of the country such as F1 whose contents of C16:0, C18:1 and C18:2 were 15.27, 62.73 and 16.09%, respectively, in the southern part, the climate is dry and the temperature variation is wider and the elevation is 1,488 m. The results indicated that oleic acid was the predominant fatty acid with 62.7% for F1 sample in the warmer climate at the south of Iran to 76.0% for G2 sample in the cooler climate in the north of Iran. According to the results, the highest content of beta -sitosterol was 87% related to samples G9 and Z3 from the north of Iran and the lowest content was 69.95% related to sample F1-24 from the south of Iran. Clustering techniques such as principal component analysis and hierarchical cluster analysis were carried out on olive composition data to show similarities and discrimination between samples as a function of the cultivation zone. The two methods applied clearly showed the effect of growing regions on the distribution of the olive oil samples in the high dimensional space created by fatty acid and sterol compositions.
机译:从不同省份收集了27个伊朗橄榄油样品,以评估脂肪酸和甾醇的组成。样品是从海拔,温度,湿度和雨滴变化的不同地理位置收集的。从里海北部伊朗北部收集的样品中,较高的油酸[G 2 样品(75.98%)]和较低的亚油酸[Go 5 样品(6.5) %)]和棕榈酸[G 2 样品(10.78%)]的浓度要高于该国南部的样品,例如F 1 的C16:0含量,南部地区C18:1和C18:2分别为15.27%,62.73和16.09%,气候干燥,温度变化更广,海拔为1,488 m。结果表明,油酸是主要脂肪酸,在伊朗南部温暖的气候中,F 1 样品占62.7%,G 2 样品占76.0%。伊朗北部气候凉爽。根据结果​​,β-谷甾醇的最高含量与来自伊朗北部的样品G 9 和Z 3 有关,而最低含量为69.95%。从伊朗南部采样F 1-24 。对橄榄成分数据进行了聚类技术(例如主成分分析和层次聚类分析),以显示样品之间的相似性和区别性,作为种植区的函数。所应用的两种方法清楚地表明了生长区域对脂肪酸和甾醇成分所形成的高维空间中橄榄油样品分布的影响。

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