首页|基于随机森林的成渝双城经济圈环境规制效率影响因素重要度分析

基于随机森林的成渝双城经济圈环境规制效率影响因素重要度分析

扫码查看
2023年3月,《重庆市推动成渝地区双城经济圈建设行动方案(2023-2027年)》正式发布,将实施构建现代化产业体系行动以及实施推进生态优先绿色发展行动作为重点目标.通过引入随机森林算法,对 2012-2020 年成渝双城经济圈环境影响因素进行分析,得出在多个影响因素中,重要度较高的影响因素依次为城镇化水平、产业结构、对外开放水平、市场化水平、经济发展水平.结合 2012-2020年成渝双城环境规制变化情况及关键影响因素提出了绿色可持续发展建议.
Analysis of the Importance of Influencing Factors of Environmental Regulation Efficiency in Chengdu-Chongqing Economic Circle Based on Random Forest
In March 2023,the Action Plan for Chongqing to Promote the Construction of the Chengdu-Chongqing Twin-City Economic Circle(2023-2027)was officially released,which also focuses on the implementation of the action of building a modern industrial system and the implementation of the action of promoting ecological priority and green development.By introducing the random forest algorithm,the environmental impact factors of the Chengdu-Chongqing Economic Circle from 2012 to 2020 were analyzed,and it was concluded that among the influencing factors,the most important influencing factors were urbanization level,industrial structure,opening up level,marketization level and economic development level.Finally,based on the changes in environmental regulation and key influencing factors of Chengdu-Chongqing Twin Cities from 2012 to 2020,suggestions for green and sustainable development are proposed.

Random ForestsEnvironmental Regulation EfficiencyImportanceChengdu-Chongqing Economic Circle

周小焜

展开 >

新疆财经大学 统计与数据科学学院,新疆 乌鲁木齐 830012

随机森林 环境规制效率 重要度 成渝双城经济圈

2024

对外经贸
黑龙江省对外贸易经济合作研究所 黑龙江省国际经济贸易学会

对外经贸

CHSSCD
影响因子:0.394
ISSN:2095-3283
年,卷(期):2024.(3)
  • 10