精确畜牧养殖研究:全球科学测评
Bing Jiang1,2, Wenjie Tang1, Lihang Cui1
1College of Economics and Management, Northeast Agricultural University, Harbin 150030, China.
Animals : an open access journal from MDPI
|July 14, 2023
概括
精密畜牧业 (PLF) 的研究正在迅速扩大,重点是动物健康和可持续性的智能系统. 关键领域包括乳制品/牛技术,动物行为和先进的机器学习应用.
科学领域:
- 综合动物科学,兽医学,计算机科学,农业工程和环境科学的多学科研究.
背景情况:
- 精密畜牧业 (PLF) 利用信息技术实时监测和管理牲畜.
- PLF提高了个体动物的健康,福利,生产力,减少了对环境的影响,促进了可持续的畜牧业.
研究的目的:
- 分析1973年至2023年的知识演变,并确定PLF的研究热点.
- 澄清PLF的主要特征,研究核心和新兴趋势.
主要方法:
- 使用CiteSpace软件进行图书统计分析.
- 来自网络科学数据库 (1973-2023) 的数据.
主要成果:
- PLF研究的显著增长,主要来自欧洲和美国的贡献.
- 关键的研究领域包括精确的乳制品/牛技术,智能系统和动物行为.
- 深度学习和机器学习处于最前沿,在的检测,的检测和电子识别方面有应用.
结论:
- 未来的PLF研究应该强调跨学科的合作和先进的AI技术,如深度和机器学习.
- 整合社会科学方面,动物福利和环境影响对于可持续的PLF发展至关重要.
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