研究人工智能发展对城市低碳转型的影响
Yan Cheng1, Zhisheng Zhang1, Lian Hu2
1School of Finance and Public Administration, Anhui University of Finance and Economics, Bengbu, 233000, China.
Scientific reports
|July 2, 2025
概括
人工智能 (AI) 在中国显著促进了城市低碳转型. 这项研究强调了人工智能.
科学领域:
- 环境科学与城市规划
- 人工智能与可持续发展
背景情况:
- 城市低碳转型对于可持续发展至关重要.
- 像人工智能 (AI) 这样的新兴技术在这种转型中的作用需要经验研究.
- 中国快速的城市化和人工智能发展是一个独特的案例研究.
研究的目的:
- 评估人工智能发展对中国城市低碳转型效率的影响.
- 分析人工智能对低碳倡议的影响的区域和城市类型变化.
- 为利用人工智能在可持续城市发展中提供数据驱动的政策建议.
主要方法:
- 为人工智能和城市低碳转型开发一个全面的指数系统.
- 应用重-TOPSIS和超效率SBM模型进行测量.
- 使用固定效应和空间德宾模型来分析影响和空间关联.
主要成果:
- 人工智能发展和城市低碳转型效率都显示出中国 (2012-2022) 的总体上升趋势.
- 人工智能发展对促进城市低碳转型产生了显著的积极影响.
- 人工智能的积极影响因地区 (东部/西部与中部) 和城市类型 (非次省/县与市镇/次省) 不同,在资源型和非资源型城市中观察到显著影响.
结论:
- 人工智能是推动中国城市低碳转型的关键驱动力.
- 政策干预应考虑区域和城市特征,以实现最佳的AI整合.
- 人工智能的空间溢出效应需要协调的区域战略,以实现可持续的城市发展.
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