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作 者:蔡凌曦 王丹 陈科 CAI Lingxi;WANG Dan;CHEN Ke(School of Economics&Management,Chengdu Technological University,Chengdu 611730,China;Research Institute of Green Innovation Industry,Chengdu Technological University,Chengdu 611730,China)
机构地区:[1]成都工业学院经济与管理学院,成都611730 [2]成都工业学院绿色创新工业研究院,成都611730
出 处:《成都工业学院学报》2024年第1期75-81,共7页Journal of Chengdu Technological University
基 金:四川民族山地经济发展研究中心项目(SDJJ202214)。
摘 要:以生态文明的内涵为资源型城市经济发展转型升级的指导原则,找出了影响我国资源型城市经济发展转型升级的重要因素。并运用聚类的思想,采用随机森林算法,在生态文明理论支持下,以生态文明的DPSIR概念模型将影响力显著的因素进行维度归集,形成了驱动力、压力、状态影响、响应4个维度的具有生态文明特征的影响资源型城市经济发展转型升级的重要因素集合,为指导我国资源型城市经济转型发展提供了科学的工具。Taking the connotation of ecological civilization as the guiding principle of the economic development,transformation and upgrading of resource-based cities.and the important factors influencing the economic development,transformation,and upgrading of China s resource-based cities were found out.Based on the clustering idea,random forest algorithm and the support of ecological civilization theory,the DPSIR conceptual model of ecological civilization was used to gather the factors with significant influence,forming a set of important factors,such as driving force,pressure,state impact and response.These four important factors have the characteristics of ecological civilization and affect the economic development,transformation and upgrading of the resource-based cities.It provides a scientific tool for guiding the economic transformation and development of resource-based cities in China.
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