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判别分析在厄瓜多尔六种本土淡水物种形态计量学区分中的应用价值。

Usefulness of Discriminant Analysis in the Morphometric Differentiation of Six Native Freshwater Species from Ecuador.

作者信息

Gonzalez-Martinez Ana, De-Pablos-Heredero Carmen, González Martin, Rodriguez Jorge, Barba Cecilio, García Antón

机构信息

Department of Animal Production, Faculty of Veterinary Sciences, University of Cordoba, 14071 Córdoba, Spain.

Department of Business Economics (Administration, Management and Organization), Applied Economics II and Fundamentals of Economic Analysis, ESIC Business & Marketing School, Rey Juan Carlos University, Paseo de los Artilleros s/n, 28032 Madrid, Spain.

出版信息

Animals (Basel). 2021 Jan 7;11(1):111. doi: 10.3390/ani11010111.

Abstract

The aim of this research was to find out the morphometric differentiation of six native freshwater species in the Guayas Hydrographic Basin (Ecuador) by means of discriminant analysis. A total of 1355 mature fishes ( and ) were captured and 27 morphometric measurements and 20 landmarks were used. Two-way analysis of variance with species and sex as fixed factors and discriminant analysis were applied. The selection of the most discriminant variables was made applying the F of Snedecor, Wilks'-Lambda and the 1-Tolerance. While sex within species had no significant effect on the morphology, differences among species were significant. Twenty-seven morphological variables showed highly significant differences among six native freshwater species. Nine biometric variables with high discriminant power were selected. The six species analyzed were discriminated by the morphometric models generated, thus showing that discriminant analysis was useful for differentiating species. The morphometric differentiation by discriminant analysis is a direct, simple and economic methodology to be applied in situ in rural communities. It favors the implementation of a livestock development program and it could be used with other native freshwater species in the Guayas Hydrographic Basin.

摘要

本研究的目的是通过判别分析找出瓜亚斯河流水系流域(厄瓜多尔)六种本地淡水物种的形态测量差异。总共捕获了1355条成熟鱼类( 和 ),并使用了27项形态测量指标和20个地标点。以物种和性别作为固定因素进行双向方差分析,并应用判别分析。通过应用斯内德克F检验、威尔克斯- lambda检验和1-容忍度来选择最具判别力的变量。虽然物种内的性别对形态没有显著影响,但物种间的差异是显著的。27个形态变量在六种本地淡水物种之间显示出高度显著的差异。选择了九个具有高判别力的生物测量变量。通过生成的形态测量模型对所分析的六种物种进行了区分,从而表明判别分析对于区分物种是有用的。通过判别分析进行形态测量差异分析是一种直接、简单且经济的方法,可在农村社区现场应用。它有利于实施畜牧发展计划,并且可用于瓜亚斯河流水系流域的其他本地淡水物种。

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