动物活动,照明和噪音在断奶猪养殖场的建模
Maria D Fernández1, Roberto Besteiro2, Tamara Arango3
1BioMODEM Research Group, Higher Polytechnic Engineering School, Terra Campus, University of Santiago de Compostela, 27002 Lugo, Spain.
Animals : an open access journal from MDPI
|October 28, 2023
概括
使用被动红外传感器进行动物活动监测,可以通过测量亮度和噪声水平来加强. 协模型准确地预测每日小猪活动模式,与人类活动和环境因素相关联.
科学领域:
- 动物科学动物科学
- 农业工程 农业工程
- 环境监测 环境监测
背景情况:
- 实时监测动物活动对于评估动物福利至关重要.
- 照明和噪音水平是影响动物行为的关键环境因素.
- 了解这些关系有助于优化农场管理和福利.
研究的目的:
- 为了确定小猪活动,照明和噪音水平之间的关系.
- 根据环境因素,开发动物活动的预测模型.
- 为了验证这些模型在农场环境中的实际应用.
主要方法:
- 使用被动红外传感器测量动物活动.
- 应用回归和共弦模型 (三波) 进行数据分析.
- 采用最小平方与通用缩小梯度非线性方法用于模型开发和验证.
主要成果:
- 线性模型显示中度正相关性 (0.40-0.56).
- 同位数模型揭示了每日模式,在早上/下午的人类活动期间达到峰值,并在晚上/中午减少活动.
- 在测量和验证中发现了活动,照明和噪音水平的高相关性 (R=0.91-0.99).
结论:
- 开发的共弦值模型准确地预测了动物的日常活动,照明和噪音水平.
- 这些模型可以集成到动物福利监测系统中.
- 持续监测照明或噪音,为动物活动和福利提供了宝贵的见解.
相关概念视频
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Many animals exhibit parental care behavior, including feeding, grooming, and protecting young offspring. Parental care is universal in mammals and birds, which often have young that are born relatively helpless. Several species of insects and fish, as well as some amphibians, also care for their young.
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