Sustainable Utilization Efficiency of Ski Resources in China: An Integrated Natural-Socioeconomic Evaluation Framework, Synergistic Drivers, and Climate Resilient Governance Pathways

业务 城市群 环境资源管理 可持续发展 数据包络分析 自然资源 旅游 公司治理 环境经济学 环境规划 中国 持续性 资源(消歧) 地理 自然资源经济学 气候变化 生态系统服务 驱动因素 地理信息系统 资源管理(计算) 水资源 资源配置 可持续管理 自然灾害 自然资源管理
作者
Y. Li,Z. X. Wang,B. Xia,Z. H. Li,D. H. Shi,J. Zhang,R. R. Gong,W. Yang
出处
期刊:Journal of Environmental Informatics [International Society for Environmental Information Sciences]
标识
DOI:10.3808/jei.202500551
摘要

In this study, a classification framework for ski resources is developed that integrates natural and socioeconomic conditions. This framework employs GIS overlay analysis, data envelopment analysis (DEA), and a coupled coordination model to evaluate the sustainable utilization efficiency of ski resources in China. The results reveal the following: 19.5% of high-quality ski resources are within ecological protection zones, incurring an estimated opportunity cost of 2.1 billion USD annually. Furthermore, regions such as the Beijing-Tianjin-Hebei, Shandong Peninsula, and Northeast urban agglomerations have the highest integrated suitability, on the basis of both natural resource and socioeconomic support systems. However, early ski resorts are concentrated around major cities, leading to significant spatial inefficiencies and conflicts with ecological conservation. Approximately 37.5% of ski resorts efficiently utilize resources, driven by market proximity (e.g., Shandong and Jiangsu with dense populations and robust economies), resource endowments (e.g., Inner Mongolia), and policy guidance (e.g., Hebei with Olympic-driven strategic investments, and Xinjiang, a world-class ski destination emerged at the national level). Multifactor collaboration significantly enhances efficiency. Compared with those in the Alpine region, ski resources in northern China are less sensitive to climate change, and still require adaptation measures, such as artificial snowmaking, diversified tourism products, and ecological zoning. In this study, a comprehensive natural-societal evaluation system and a market-resource-policy synergy path is proposed, providing methodological support for the sustainable development of global ski resources. This research offers strategic recommendations for upgrading China’s snow and ice industry, balancing ecological protection, and leveraging Winter Olympic heritage.
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