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使用 K 均值聚类对男、女赛艇运动员进行人体测量类型学分析。

Anthropometric typology of male and female rowers using k-means clustering.

机构信息

Department of Anatomy and Anthropology, Academy of Physical Education in Poznań, Faculty of Physical Education in Gorzów Wlkp.

出版信息

J Hum Kinet. 2011 Jun;28:155-64. doi: 10.2478/v10078-011-0032-y. Epub 2011 Jul 4.

Abstract

The aim of this paper is to present the morphological features of rowers. The objective is to establish the type of body build best suited to the present requirements of this sports discipline through the determination of the most important morphological features in rowing with regard to the type of racing boat. The subjects of this study included competitors who practise rowing and were members of the Junior National Team. The considered variables included a group of 32 anthropometric measurements of body composition determined using the BIA method among male and female athletes, while also including rowing boat categories. In order to determine the analysed structures of male and female rowers, an observation analysis was taken into consideration and performed by the k-means clustering method. In the group of male and female rowers using long paddles, higher mean values for the analysed features were observed, with the exception of fat-free mass, and water content in both genders, and trunk length and horizontal reach in women who achieved higher means in the short-paddle group. On the men's team, both groups differed significantly in body mass, longitudinal features, horizontal reach, hand width and body circumferences, while on the women's, they differed in body mass, width and length of the chest, body circumferences and fat content. The method of grouping used in this paper confirmed morphological differences in the competitors with regard to the type of racing boat.

摘要

本文旨在呈现赛艇运动员的形态特征。目的是通过确定与赛艇船型相关的最重要的形态特征,来确定最适合该运动学科当前要求的体型。本研究的对象包括参加赛艇运动的、是青年国家队成员的运动员。考虑的变量包括使用 BIA 方法在男性和女性运动员中确定的 32 个体组成成分的人体测量学测量值,同时还包括赛艇船型类别。为了确定男性和女性赛艇运动员的分析结构,采用了观察分析,并使用 k-均值聚类方法进行了分析。在使用长桨的男性和女性赛艇运动员组中,观察到除了两性的去脂体重和水分含量,以及女性的躯干长度和水平伸展长度之外,所有分析特征的平均值都较高,而在短桨组中,这些平均值更高。在男子组中,两组在体重、纵向特征、水平伸展、手宽和身体周长方面存在显著差异,而在女子组中,两组在体重、胸部宽度和长度、身体周长和体脂含量方面存在差异。本文中使用的分组方法证实了参赛选手在赛艇船型方面的形态差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f3e/3592101/49a87980d01d/jhk-28-155f1.jpg

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