Landslide-oriented disaster resilience evaluation in mountainous cities: A case study in Chongqing, China
•Developed a novel a framework to assess spatial resilience of mountainous cities to landslides.•Proposed systematic resilience evaluation indicators for landslide-prone mountainous cities.•Highlighting the marginalization of public resource distribution in mountain cities.•Emphasizing the importanc...
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Veröffentlicht in: | Resilient Cities and Structures 2024-12, Vol.3 (4), p.34-51 |
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Zusammenfassung: | •Developed a novel a framework to assess spatial resilience of mountainous cities to landslides.•Proposed systematic resilience evaluation indicators for landslide-prone mountainous cities.•Highlighting the marginalization of public resource distribution in mountain cities.•Emphasizing the importance of aligning environmental and social resilience.
Natural and human-made disasters are threatening cities around the world. The resilience of cities plays a critical role in disaster risk response and post-disaster recovery. In mountainous cities, landslides are among the most frequent and destructive hazards. This study presents a novel methodological framework for assessing the spatial resilience of mountainous cities specifically against landslides. Focusing on Chongqing in the Three Gorges Reservoir region, this study conceptually divides the disaster resilience of mountain cities to landslides into two dimensions: environmental resilience and social resilience. This study developed a comprehensive database by compiling data from 4,464 historical landslide events, incorporating 17 environmental resilience indicators and 16 social resilience indicators. Random forest (RF) model was employed to evaluate environmental resilience, achieving a high AUC of 0.968 and an accuracy of 97.1 %. Social resilience was assessed by the Analytic Hierarchy Process (AHP), and comprehensive resilience was ranked by the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). Key findings include: (1) Establishing a multi-dimensional resilience indicator system that effectively assesses landslide-oriented resilience in mountainous cities. (2) Comprehensive resilience in mountainous cities exhibit distinct spatial clustering patterns. Regions with lower environmental resilience are mainly characterized by high rainfall and complex terrain. higher social resilience concentrated in city centers, while peripheral regions face challenges due to weaker economies and inadequate healthcare infrastructure. (3) In the future development of mountain cities, comprehensive and sustainable strategies should be adopted to balance the relationship between environmental resilience and social resilience. This study provides a robust framework for disaster prevention and resilience assessment in mountainous cities, which can be applied to evaluate the disaster resistance capabilities of other mountainous cities. |
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ISSN: | 2772-7416 2772-7416 |
DOI: | 10.1016/j.rcns.2024.10.001 |