Spatial Mismatch and Attribution Analysis of Flood Risk and Resilience in Megacities
Insights from a “Risk-Resilience-Effect” Framework and an Interpretable XGBoost-SHAP Model
Bibliographic Data
| ID | 21231815 |
|---|---|
| Authors | Shengwang Bao (Beijing Normal University), Chengzheng Yu (0009-0002-8720-6548, Beijing Normal-Hong Kong Baptist University, corresponding author), Zhenyang Wan (National University of Singapore) |
| Year | 2025 |
| Volume | 131 |
| Pages | 106758 |
| Publication date | 2025-09-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2025.106758 |
| OpenAlex | W4413490134 |
| Language | EN |
| Citations received | 6 |
| References cited | 123 |
Archaeology · Attribution · Business · Cartography · Economics · Environmental planning · Environmental resource management · Flood myth · Flood risk management · Geography · Megacity · Agricultural risk and resilience · Disaster Management and Resilience · Environmental Science · Flood Risk Assessment and Management · Psychology · Social Psychology
City Carbon Emissions in China
Research on Spatial Heterogeneity of Urban Flood Susceptibility and Model Attribution in Beijing
Spatial Mismatch and Association Network of Urban Flood Risk and Resilience from a Supply–Demand Perspective
Analysis of driving factors of infectious diseases in Guangdong Province, China based on machine learning and causal inference
Context-sensitive analysis of disaster resilience and equity through geospatial explainable machine learning
Attribution analysis of spatial mismatch between flood risk and public response
Urban flooding risk assessment based on an integrated k-means cluster algorithm and improved entropy weight method in the region of Haikou, China
Flood exposure and poverty in 188 countries
Maximum entropy modeling of species geographic distributions
Modeling of species distributions with Maxent
Computation and analysis of multiple structural change models
A global record of annual terrestrial Human Footprint dataset from 2000 to 2018
Enhancing urban flood resilience
Ecological risk networks
Spatial inequality of climate risks
Integrated assessment of flood and subsidence hazards
Transitions to recovery
A multi-factor flood resilience index for guiding disaster mitigation in densely populated region
Assessment of long and short-term flood risk using the multi-criteria analysis model with the AHP-Entropy method in Poyang Lake basin
A conceptual framework for implementing green-grey infrastructures to mitigate urban flood through source-to-hazard intervention pattern
Quantitative modeling of residential building disaster recovery and effects of pre- and post-event policies
The resilience paradox
Spatial pattern assessment of dengue fever risk in subtropical urban environments
Increasing urban flood risk in China over recent 40 years induced by Lucc
The potential of industrial green stormwater infrastructure to provide long-term supplementary flood mitigation for low-lying coastal cities under climate change
Service flow changes in multilayer networks
A three-dimensional future land use simulation (FLUS-3D) model for simulating the 3D urban dynamics under the shared socio-economic pathways
Attributing effects of classified infrastructure management on mitigating urban flood risks
Understanding the effects of socio-ecological factors on trade-offs and synergies among ecosystem services to support urban sustainable management
UAV-based automated 3D modeling framework using deep learning for building energy modeling
A System Dynamics Model of Urban Rainstorm and Flood Resilience to Achieve the Sustainable Development Goals
Interpreting complex relationships between urban and meteorological factors and street-level urban heat islands
Attribution analysis of urban social resilience differences under rainstorm disaster impact
A federated pre-event community resilience approach for assessing physical and social sub-systems
The creation of multi-level urban ecological cooling network to alleviate the urban heat island effect
Urban resilience
Coupling dynamics of urban flood resilience in china from 2012 to 2022
Assessment and optimization of urban spatial resilience from the perspective of life circle
A novel framework for the spatiotemporal assessment of urban flood vulnerability
Resilience evaluation research on coping with rainstorm inundation under the perspective of full cycle
Predicting future urban waterlogging-prone areas by coupling the maximum entropy and FLUS model
Global sensitivity analysis in a complex 1D-2D coupled hydrodynamic model
Flood risk assessment of urban metro system using random forest algorithm and triangular fuzzy number based analytical hierarchy process approach
Sustainability factors influencing post-disaster reconstruction projects
Scientific evidence for ecosystem-based disaster risk reduction
Future Public Sector Flood Risk and Risk Sharing Arrangements
Payments for ecosystem services
A green infrastructure planning approach for enhanced flood control and resilience in urban areas
Supply-demand matching assessment of the public service facilities in 15-minute community life circle based on residents' behaviors
A comparative analysis on flood risk assessment and management performances between Beijing and Munich
How does rapid urban construction land expansion affect the spatial inequalities of ecosystem health in China? Evidence from the country, economic regions and urban agglomerations
System dynamics approach to extreme weather adaptation
Urban resilience and panarchy
Collective engagement as a navigational framework for urban resilience
| Unique citing works | 6 |
|---|---|
| Citations per year | 6 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 4 |