中国的低碳政策强度数据集从国家到县级在2007-2022年期间
Xinyang Dong1, Can Wang2, Fang Zhang3
1State Key Joint Laboratory of Environment Simulation and Pollution Control (SKLESPC), School of Environment, Tsinghua University, Beijing, 100084, China.
Scientific data
|February 16, 2024
概括
本研究引入了一种新型指数,用于量化中国制造业中低碳政策的强度. 综合数据集有助于研究人员分析这些关键环境政策的影响.
科学领域:
- 环境科学 环境科学
- 经济学 经济学 经济学
- 政策研究 政策研究
背景情况:
- 低碳政策对于中国制造业实现碳中和至关重要.
- 现有的政策强度量化方法往往是间接的或以国家层面为重点的.
- 缺乏全面,直接衡量低碳政策强度的方法.
研究的目的:
- 为中国制造业构建一个低碳政策强度指数.
- 开发一套关于低碳政策及其量化强度的数据集.
- 为低碳转型的多学科研究提供一个工具.
主要方法:
- 制定了7282个政策的低碳政策清单 (2007-2022年).
- 使用面向短语的自然语言处理 (NLP) 算法和基于文本的快速学习.
- 基于政策水平,目标和工具的量化政策强度.
主要成果:
- 为中国制造业创建了一个全面的低碳政策数据集.
- 在个别政策和国家,省和县的综合水平上量化政策强度.
- 针对四个目标和三种工具提供了详细的子强度指标.
结论:
- 开发的指数提供了低碳政策强度的直接和全面衡量.
- 该数据集通过与宏观和微观经济数据的整合来促进未来的研究.
- 该资源支持更深入地了解制造业中低碳政策的有效性.
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