畜牧业的肠道甲排放:1986年至2024年间的文献计量研究,采用通过机器学习算法的文本挖掘和主题分析方法
Chiara Evangelista1, Marco Milanesi1, Daniele Pietrucci1
1Department for Innovation in Biological, Agro-Food and Forest Systems (DIBAF), University of Tuscia, 01100 Viterbo, Italy.
Animals : an open access journal from MDPI
|November 9, 2024
概括
畜牧业的肠道甲排放 (EME) 对气候变化作出了重大贡献. 自2005年以来,对反动物的EME研究激增,重点是饮食和预测模型,但需要进一步调查.
科学领域:
- 农业科学 农业科学
- 环境科学 环境科学
- 动物科学动物科学
背景情况:
- 来自反动物的肠道甲排放 (EME) 是导致气候变化的温室气体的重要来源.
- 了解EME的趋势和关键研究领域对于制定缓解策略至关重要.
研究的目的:
- 分析1986年至2024年5月的反动物肠道甲排放的科学文献.
- 确定出版趋势,主要期刊,研究方法和EME研究中的突出话题.
主要方法:
- 使用Scopus®数据对1294篇关于反动物中EME的科学摘要进行了全面的审查.
- 用描述性统计,文本挖掘和主题分析来分析文献.
主要成果:
- 自2005年以来,关于EME的出版物显著增加.
- "乳制品科学杂志"是最常见的出版商,大多数研究 (82.1%) 是原创研究.
- 关键的研究术语包括"牛奶"",牛"和"饮食",主要主题集中在温室气体排放,饮食组成和预测模型上.
结论:
- 关于反动物肠道甲排放的研究已经大大扩展,重点是饮食影响和预测建模.
- 尽管取得了进展,但仍需要进一步的研究,以充分了解和减轻畜牧业的甲排放.
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