在Tjotta加速仪监控下,羊羔的数据集得到了监控
Pedro Goncalves1, Shelemia Nyamuryekung'e2, Gustavo Corrente3
1Escola Superior de Tecnologia e Gestão de Águeda and Instituto de Telecomunicações, Universidade de Aveiro, 3810-193, Aveiro, Portugal. pasg@ua.pt.
Scientific data
|February 11, 2026
概括
使用可穿戴传感器早期检测羊羔对于绵羊的福利至关重要. 这项研究通过分析母羊在羔羊活动期间的加速度计数据为自动化系统奠定了基础.
科学领域:
- 动物科学动物科学
- 农业工程 农业工程
- 生物医学工程 生物医学工程
背景情况:
- 早期发现羊羔对于羊的福利和农场管理至关重要.
- 可穿戴的惯性传感器对监测绵羊行为,特别是站立和躺下之间的过渡有希望.
- 现有的实时加速度计系统缺乏用于检测小反动物的羊羔.
研究的目的:
- 建立一个数据集,用于开发在绵羊群中实时自动化羊羔检测.
- 用加速度计数据识别羊羔的关键行为指标.
- 为未来的算法提供基础,分类与出生相关的行为.
主要方法:
- 用20赫兹的加速度计监测了61只母羊.
- 同时通过视频记录羔羊事件以获得精确的时间 (113个事件).
- 收集的补充数据:子大小,需要帮助,出生年份,羊羔历史和超声结果.
主要成果:
- 从113个羔羊事件中收集了全面的传感器和视频数据.
- 建立精确的出生时间和记录相关的行为.
- 创建了一个数据集,将加速度计数据与用于算法开发的lambing事件联系起来.
结论:
- 开发的数据集是创建羊的自动化羔羊检测系统的宝贵资源.
- 这项研究通过改善动物监测来支持精准农业的进步.
- 进一步开发算法可以提高绵羊福利和农场管理效率.
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