Unveiling flood resilience anomalies in urban blocks using an explainable spatial intelligence framework
Datos Bibliográficos
| ID | 19486586 |
|---|---|
| Autores | Tianshun Gu (0000-0001-6359-8028, China University of Geosciences, autor de correspondencia), Zhaoyi Li (0000-0003-2059-2640, City University of Hong Kong), Zeyu Zhao (0000-0001-8649-925X, Tsinghua University), Qinyu Cui (0000-0001-6687-9992, South China University of Technology), Yu Zhu (0000-0003-1360-0753, Southeast University), Entong Ke (0009-0005-5942-6713, Wuhan University), Xihui Gu (0000-0002-7414-5371, China University of Geosciences, autor de correspondencia) |
| Año | 2026 |
| Volumen | 145 |
| Páginas | 107464 |
| Fecha de publicación | 2026-08-01 |
| Peer Reviewed | Sí |
| Open Access | Sí |
| Tipo | ARTICLE |
| Revista | Sustainable Cities and Society (JOURNAL) |
| Identificadores de la revista | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Editorial | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2026.107464 |
| OpenAlex | W7160317034 |
| Idioma | EN |
| Citas recibidas | 1 |
| Referencias citadas | 208 |
Anomaly (physics) · Climate change · Flood myth · Psychological resilience · Resilience (materials science) · Spatial analysis · Urban resilience · Urbanization · Disaster Management and Resilience · Flood Risk Assessment and Management · Infrastructure Resilience and Vulnerability Analysis
Satellite imaging reveals increased proportion of population exposed to floods
The impact of flooding on road transport
The role of trees in urban stormwater management
Geographical random forests
Resilience of urban social-ecological-technological systems (Sets)
Measuring inequality in community resilience to natural disasters using large-scale mobility data
Global non-linear effect of temperature on economic production
Random Forests
Not ‘just’ climate adaptation—towards progressive urban resilience
Enhancing urban flood resilience
Enhancing urban flood resilience
Risk perception and resilience assessment of flood disasters based on social media big data
Spatiotemporal evolution and influencing factors of flood resilience in Beibu Gulf Urban Agglomeration
GIS-based multi-criteria modelling of flood risk susceptibility in Port Louis, Mauritius
A complex network approach to quantifying flood resilience in high-density coastal urban areas
Pre-disaster flood prevention funds allocation and benefit analysis considering social vulnerability to enhance urban sustainable flood resilience
Urban flooding risk assessment based on GIS- game theory combination weight
Urban flood resilience indexes to assess the pre-disaster stage of the disaster risk management cycle
Integrating prospect theory and hesitant fuzzy linguistic preferences for enhanced urban flood resilience assessment
A multi-factor flood resilience index for guiding disaster mitigation in densely populated region
Traffic resilience modeling for post-earthquake emergency medical response and planning considering disrupted infrastructure and dislocated residents
Spatial and component analysis of urban flood Resiliency of kunming city in China
Assessment of temporal and spatial progress of urban resilience in Guangzhou under rainstorm scenarios
Measurement of urban flood resilience using a quantitative model based on the correlation of vulnerability and resilience
Location-allocation of fixed shelters for the elderly from the perspective of needs for refuge
Cloud model assessment of urban flood resilience based on PSR model and game theory
Community engagement for disaster preparedness
Urban waterlogging resilience assessment and postdisaster recovery monitoring using NPP-Viirs nighttime light data
How the choice of temporary housing impacts on widespread displacement after large-scale flooding? A disaster recovery simulation in Tokyo metropolitan area
Sensing urban soundscapes from street view imagery
Unraveling nonlinear and spatial non-stationary effects of urban form on surface urban heat islands using explainable spatial machine learning
Using the Gini Index to quantify urban green inequality
Built environment, urban vitality and social cohesion
Urban flood risk and green infrastructure
Social media big data reveals how mobility reshapes human environmental exposure inequality
Towards spatial equality in China’s protected area system
Environmental factors for outdoor jogging in Beijing
Interpretable spatial machine learning for understanding spatial heterogeneity in factors affecting street theft crime
Residential differentiation characteristics based on “socio-spatial” coupling
Disaster resilience in Pakistan
Sensing noise exposure and its inequality based on noise complaint data through vision-language hybrid method
Impact assessment and driving mechanisms of grading and weight distribution methods on spatial zoning
A Route Map for Successful Applications of Geographically Weighted Regression
Unveiling the spatial heterogeneity of factors influencing physical and perceived recovery disparities under extreme rainstorms
Bi-directional mapping of morphology metrics and 3D city blocks for enhanced characterisation and generation of urban form
Enhancing infrastructural dynamic responses to critical residents’ needs for urban resilience through machine learning and hypernetwork analysis
The mitigating effects of urban resilience on surface urban heat islands
The influence of urban morphological changes on pluvial flooding during urban expansion
Prediction and evaluation of spatial distributions of ozone and urban heat island using a machine learning modified land use regression method
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
PM2.5 reduces the daytime/nighttime urban heat island intensity over mainland China
A IoT-based novel methodology to optimize multidimensional flood resilience of drainage systems for sponge city
Sustainable urban management and flood resilience in China’s Yangtze river economic belt
"Natural or man-made disaster? Lessons from the extreme rain and flood disaster in Zhengzhou, China on "2021.7.20
Thermal exposure across age groups
Assessment of urban flood vulnerability using the social-ecological-technological systems framework in six US cities
Reassessing urban heat exposure inequity
Interpretable spatial machine learning insights into urban sanitation challenges
Optimizing urban green space configurations for enhanced heat island mitigation
Evaluation framework ACR-UFDR for urban form disaster resilience under rainstorm and flood scenarios
Towards climate-adaptive equality in coastal megacities
Optimizing urban critical green space development using machine learning
Research on the resilience enhancement and spatial spillover effect of urban agglomeration construction
Revealing the impact of urban spatial morphology on land surface temperature in plain and plateau cities using explainable machine learning
Examining heat risk inequality from the perspective of urban resilience
An interpretable machine learning-assisted urban resilience evaluation and determinants identification
Urban Flood Modeling Application
Social equity in urban resilience planning
Urban resilience
Uncovering the foundation-capacity-performance logic of urban resilience
Integrating ensemble machine learning and SAR-based geospatial modelling for inclusive and equitable urban flood resilience
Spatiotemporal evolution and influencing factors of urban flood resilience in the Pearl River Delta urban agglomeration
Integrating machine learning and interval fuzzy AHP for assessing metro station resilience to urban flooding
Research on the assessment and forecasting of social resilience in urban flood risk management based on the BBN-HMM-Arima framework
On the Methodological Framework of Composite Indices
Large and inequitable flood risks in Los Angeles, California
Uneven burden of urban flooding
Contrasting effects of urbanization on vegetation between the Global South and Global North
Ranking the importance of demographic, socioeconomic, and underlying health factors on US Covid-19 deaths
Inspecting urban transit-oriented development from the perspective of human activity
Unlocking the nonlinear Nexus
Introducing street view into node-place model for evaluating transit-oriented development
Indicators of vulnerability and adaptive capacity”
A place-based model for understanding community resilience to natural disasters
Equity Impacts of Urban Land Use Planning for Climate Adaptation
Urban resilience for whom, what, when, where, and why
A green infrastructure planning approach for enhanced flood control and resilience in urban areas
Unraveling the factors behind self-reported trapped incidents in the extraordinary urban flood disaster
Measuring community resilience inequality to inland flooding using location aware big data
Measuring the age-friendliness of streets' walking environment using multi-source big data
Supply-demand matching assessment of the public service facilities in 15-minute community life circle based on residents' behaviors
Socio-spatial inequalities in flood resilience
Enhancing urban flood resilience
Co-benefits and trade-offs of urban resilience for sustainable development goals (SDGs)
Dealing with urban floods within a resilience framework regarding disaster stages
How does the mixed-functional land use pattern suppress the cooling capacity of urban green spaces? Evidence from China
Where England's cities are growing
Mapping urban-rural divide of disaster vulnerability and implications for community resilience building in China
| Obras citantes distintas | 1 |
|---|---|
| Citas por año | 1 |
| Intervalo de citas | 2026 - 2026 (1) |
| Velocidad de citación | current |
| Altamente citado | No |
| Tipos de cita | Neutras: 1 |