欧洲拥有最快的铁人赛道和最快的铁人年龄组三项运动员
Beat Knechtle1,2, Mabliny Thuany3, David Valero4
1Medbase St. Gallen Am Vadianplatz, Vadianstrasse 26, 9001, St. Gallen, Switzerland. beat.knechtle@hispeed.ch.
最快的铁人三项运动员来自欧洲国家,并参加欧洲比赛,平坦的赛道有助于更快的时间. 运动员的出身是影响比赛速度的最重要因素,比环境条件更重要.
科学领域:
- 体育科学与绩效分析 运动科学与绩效分析
- 耐力运动研究 耐力运动研究
- 三项运动的表现指标
背景情况:
- 铁人三项赛需要快速的比赛时间才能获得年龄组资格.
- 了解最快的赛道可以使年龄组的三项运动员受益.
- 关于休运动员的大量数据存在,但具体的铁人洞察力是有价值的.
研究的目的:
- 在全球范围内为年龄组三项运动员确定最快的铁人赛道.
- 分析影响铁人三项赛的整体比赛时间的因素.
主要方法:
- 分析了677702个Ironman年龄组完成者记录 (2002-2022年).
- 使用描述性统计和机器学习回归模型 (随机森林,XG提升,猫靴,决策树).
- 独立变量包括性别,年龄组,原产国,环境因素和事件地点.
主要成果:
- 最快的整体比赛时间记录在铁人哥本哈根,夏威夷,巴塞罗那,弗洛里亚诺波利斯,法兰克福和卡尔马.
- 最快的运动员来自比利时,丹麦,瑞士,奥地利,芬兰和德国.
- 平面跑步和骑自行车课程与更快的整体比赛时间有关;运动员的起源是最有预测力的变量.
结论:
- 欧洲铁人比赛和来自欧洲国家的运动员往往会取得最快的时间.
- 赛道地形 (平面) 显著影响比赛时间.
- 运动员的祖国是比环境因素更重要的比赛时间的预测因素.
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