过去35年间地质工程监测中的DFOS技术:一个图书法分析分析
Jia Wang1, Ankit Garg2, Neelima Satyam3
1School of Earth Sciences and Engineering, Nanjing University, Nanjing 210023, China.
Sensors (Basel, Switzerland)
|August 10, 2024
概括
分布式光纤传感 (DFOS) 技术提高了地球工程监测的准确性. 研究显示了指数级增长,中国的出版率领先,以及机器学习等新兴趋势.
科学领域:
- 地质技术工程 地质技术工程
- 传感技术 传感技术
- 建设监测 建设监测
背景情况:
- 分布式光纤传感 (DFOS) 技术在地质工程应用中取得了重大进展.
- 准确的测量对于有效的地球工程和基础设施监测至关重要.
- 在这个领域,DFOS为提高测量精度提供了一个有前途的解决方案.
研究的目的:
- 进行数据驱动的对建筑业DFOS技术发展的审查.
- 分析DFOS研究的演变和协作格局.
- 确定地质工程的DFOS中的新兴趋势和未来研究方向.
主要方法:
- 文本挖掘分析了来自Web of Science (1989-2023) 的3970篇文章.
- 对出版趋势,合作和作者关键词的图书统计分析.
- 对DFOS技术研究轨迹的定量审查.
主要成果:
- DFOS的研究表现出强大的多作者,多国家和多机构合作.
- 35年来出版物的指数增长,其中中国的贡献很大.
- 新兴的关键词包括机器学习和分布式声学传感,表明新的研究前沿.
结论:
- DFOS技术是一个快速发展的领域,全球研究兴趣日益增加.
- 中国的研究成果和DFOS的增长率值得注意.
- 未来的DFOS研究应该探索新兴技术,如用于增强地球工程应用的机器学习.
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