相关实验视频
Updated: Jul 23, 2025

06:10
Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
999
全球变暖的经济文献中的新范式
Miguel Cuerdo-Mir1, Raquel Ibar-Alonso1
1Department of Applied Economics I and History and Economic Institutions, Universidad Rey Juan Carlos, P° Artilleros s/n, 28032, Madrid, Spain.
Heliyon
|July 14, 2023
概括
这项研究绘制了关于气候变化的全球经济文献,揭示了四个关键集群:企业,金融,资本主义和信仰体系. 它系统地对由国际气候协议推动的研究进行分类.
科学领域:
- 环境经济学环境经济学
- 气候政策分析 气候政策分析
- 图书统计学 图书统计学
背景情况:
- 里约峰会,京都议定书和巴黎协定等国际气候协议激发了重要的全球经济文献.
- 这种广泛的工作缺乏系统的分类,因此很难与传统的经济学研究区分开来.
研究的目的:
- 系统地分类和分析气候变化经济学的新兴领域.
- 绘制知识结构的地图,并确定该文献中的关键研究集群.
主要方法:
- 使用自然语言处理 (NLP),引用分析,共同引用网络分析和内容分析的科学度分析.
- 在Scopus中使用30个术语进行全面的布尔搜索.
- 无监督统计学习技术的应用,用于对2400项相关研究进行分类和分析.
主要成果:
- 识别和绘制四个主要集群:气候变化企业,气候金融,气候资本主义和气候门户信念.
- NLP和内容分析提供了互补的见解,揭示了不同的研究主题.
- 这项研究提供了气候变化经济文献的新分类.
结论:
- 科学度分析提供了对气候变化经济学的结构化概述.
- 已确定的集群为了解多样化的研究环境提供了一个框架.
- 这种分类有助于研究人员导航和为该领域做出贡献.
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