DOI: 10.1007/s11069-021-04787-6
论文题名: Coupling coordination analysis with data-driven technology for disaster–economy–ecology system: an empirical study in China
作者: Gan L. ; Wang Y. ; Wang Y. ; Lev B. ; Shen W. ; Jiang W.
刊名: Natural Hazards
ISSN: 0921030X
出版年: 2021
卷: 107, 期: 3 起始页码: 2123
结束页码: 2153
语种: 英语
中文关键词: Coupling coordination degree
; Data-driven technology
; Disaster–economy–ecology system
; Multi-attribute decision
; Storm debris flow
; Sustainable development
英文关键词: debris flow
; decision analysis
; disaster management
; empirical analysis
; sustainable development
; technology adoption
; China
英文摘要: Nowadays, frequent meteorological disasters that cause huge economic losses and ecological damages have swept the world. Thus, research investigates how to overcome the adverse impacts of storm debris flow by exploring sustainable interaction among disaster, economy, and ecology. To achieve this goal, the study analyzes coupling coordination for disaster–economy–ecology system through data-driven technology named Scrapy engine. To be specific, a comprehensive index system of disaster–economy–ecology is established. Accordingly, a projection pursuit method is used to reduce the dimensions of data involved in the system. Then, an integrated weighting method of interval-valued hesitant fuzzy entropy and maximum deviation of weight is utilized. For further analysis of the internal laws in disaster–economy–ecology system, a coupling coordination model based on order preference by similarity to ideal solution is proposed. Moreover, a back-propagation artificial neural network is designed to identify the key influencing factors in disaster–economy–ecology system. Finally, an empirical study is carried out using the panel data related to storm debris flow of 31 provincial areas in China within 11 years to illustrate the study. The study results show that the overall sustainable development of disaster, economy, and ecology in China does not achieve an ideal status. Various measures based on local conditions are required to improve the imbalanced development of disaster–economy–ecology system in different areas of China. At last, strategic suggestions for sustainable development of disaster–economy–ecology system are provided. © 2021, The Author(s), under exclusive licence to Springer Nature B.V. Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/169026
Appears in Collections: 气候变化与战略
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作者单位: College of Architecture and Urban-Rural Planning, Sichuan Agricultural University, Dujiangyan, 611830, China; School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing, 210044, China; LeBow College of Business, Drexel University, Philadelphia, PA 19104, United States
Recommended Citation:
Gan L.,Wang Y.,Wang Y.,et al. Coupling coordination analysis with data-driven technology for disaster–economy–ecology system: an empirical study in China[J]. Natural Hazards,2021-01-01,107(3)