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一个针对澳大利亚剪羊毛工人工作时腰部动作捕捉和肌电图的数据集。

A lower-back focused motion capture and electromyography dataset of Australian sheep shearers at work.

作者信息

Robinson Mark, Baček Tomislav, Tan Ying, Oetomo Denny, Manzie Chris

机构信息

The University of Melbourne, Department of Mechanical Engineering, Melbourne, 3010, Australia.

The University of Melbourne, Department of Electrical and Electronic Engineering, Melbourne, 3010, Australia.

出版信息

Sci Data. 2025 May 23;12(1):850. doi: 10.1038/s41597-025-05102-9.

Abstract

Lower back pain, the predominant cause of years lived with disability, is widespread among various occupations characterised by prolonged and repetitive movements, including healthcare, agriculture, and construction. Despite this prevalence, evidence on the time-dependent changes in muscular function and corresponding motor control systems that contribute to pain remains limited, largely due to the lack of experimental data collected in real-world environments over extended periods. This paper addresses this gap by introducing an open dataset from an intensely physical and repetitive activity-sheep shearing-collected from eleven shearers in Australia. Data on participants' movement, muscle activity, and self-reported fatigue were recorded in their natural work environment throughout an entire day, divided into four 2-hour sessions. The dataset encompasses a wide range of experiences, including shearers with prior back injuries and those using back support harnesses. This unique dataset enables the exploration of time-dependent factors in pain-inducing repetitive movements, providing insights applicable to similar occupational activities where task demands can lead to chronic pain and injuries.

摘要

下背痛是导致残疾生活年限的主要原因,在以长时间重复运动为特征的各种职业中普遍存在,包括医疗保健、农业和建筑行业。尽管如此,关于导致疼痛的肌肉功能和相应运动控制系统随时间变化的证据仍然有限,这主要是由于缺乏在现实环境中长时间收集的实验数据。本文通过引入一个开放数据集来填补这一空白,该数据集来自澳大利亚11名剪羊毛工人进行的高强度体力和重复性活动——剪羊毛。在参与者的自然工作环境中,记录了他们一整天的运动、肌肉活动和自我报告的疲劳数据,分为四个两小时的时间段。该数据集涵盖了广泛的经历,包括有背部旧伤的剪羊毛工人和使用背部支撑背带的工人。这个独特的数据集能够探索导致疼痛的重复运动中的时间依赖性因素,为类似的职业活动提供见解,在这些活动中,任务需求可能导致慢性疼痛和损伤。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9a06/12102280/e18361755b7d/41597_2025_5102_Fig1_HTML.jpg

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