Research graph
References from Review on flood and waterlogging disasters in underground metros in large cities of China. Local targets link to admitted publications; unresolved targets remain external evidence.
Influence of pedestrian grouping on evacuation efficiency in underground flooded stairs: A 3D numerical assessment
10.1016/j.pdisas.2025.100448 · 2025 · External reference
Flood-related hazard criteria during the human evacuation of underground spaces through stairs: A state-of-the-art review
10.1007/s11069-024-07002-4 · 2025 · External reference
Toward healthy underground spaces: A review of underground environmental design factors and their impacts on users’ physiological and psychological health
10.1177/19375867241238470 · 2024 · External reference
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10.1007/978-90-481-2713-9_15
10.1007/978-90-481-2713-9_15 · External reference
Comparative analysis of environmental impacts of selected underground construction technologies using the analytic network process
10.1016/j.autcon.2011.04.004 · 2011 · External reference
Geosystem services in urban planning
10.1016/j.scs.2022.104041 · 2022 · External reference
Urban flood management from the lens of social media data using machine learning algorithms
10.1016/j.jhydrol.2025.132750 · 2025 · External reference
Urban underground space for resilient cities
10.1007/978-981-97-1257-1_77 · 2024 · External reference
Multi-tier scheduling algorithm of dispatching systems for urban water logging
10.1007/s44268-024-00027-5 · 2024 · External reference
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A GIS-based model for urban flood inundation
10.1016/j.jhydrol.2009.04.021 · 2009 · External reference
Lessons and improvements: Subway waterlogging catastrophe in Zhengzhou, China
2024 · External reference
Orographic control on bias and uncertainty in extreme sub-daily precipitation simulations from a convection-permitting ensemble
10.1016/j.jhydrol.2025.133324 · 2025 · External reference
Performances of the new HEC-RAS version 5 for 2-D hydrodynamic-based rainfall-runoff simulations at basin scale: Comparison with a state-of-the art model
10.3390/w12092326 · 2020 · External reference
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Comprehensive flood risk assessment in highly developed urban areas
10.1016/j.jhydrol.2024.132391 · 2025 · External reference
Quantitative assessment of urban flood disaster damages using the S-curve − A case study of Zhengzhou City
10.1016/j.jhydrol.2025.133169 · 2025 · External reference
Flood risk assessment for infrastructure networks
10.1111/jfr3.12028 · 2014 · External reference
Flood hazard assessment and mapping of River Swat using HEC-RAS 2D model and high-resolution 12-m TanDEM-X DEM (WorldDEM)
10.1007/s11069-019-03638-9 · 2019 · External reference
Hazards threatening underground transport systems
10.1007/s11069-020-03860-w · 2020 · External reference
A review of flood impact assessment approaches for underground infrastructures in urban areas: A focus on transport systems
10.1080/02626667.2020.1784424 · 2020 · External reference
Flood risk assessment in an underground railway system under the impact of climate change-A case study of the Barcelona Metro
10.3390/su12135291 · 2020 · External reference
Riverine flood vulnerability assessment and zoning using geospatial data and MCDA method in Aq’Qala
10.1016/j.ijdrr.2022.103345 · 2022 · External reference
Subway station flood risk management level analysis
10.1016/j.jhydrol.2024.131473 · 2024 · External reference
Urban flood risk Assessment and optimization of shelter site selection following a pre-expropriation system
10.1061/nhrefo.nheng-2167 · 2025 · External reference
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Urban flood dilemmas: How European cities growth shapes flood risk and resilience strategies
10.1016/j.jenvman.2025.124161 · 2025 · External reference
Application of the HEC-HMS model for runoff simulation in a tropical catchment
10.1016/j.envsoft.2013.03.006 · 2013 · External reference
Employing multi-criteria decision analysis and geospatial techniques to assess flood risks: A study of Barguna district in Bangladesh
10.1016/j.ijdrr.2022.103081 · 2022 · External reference
Enhancing resilience of urban underground space under floods: Current status and future directions
10.1016/j.tust.2024.105674 · 2024 · External reference
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Climate change implicated in Germany’s deadly floods
2021 · External reference
Enhancing disaster prevention and structural resilience of tunnels: A study on liquid hydrogen leakage, diffusion, and explosion mitigation
10.1016/j.tust.2025.106626 · 2025 · External reference
Urbanization and climate change impacts on future urban flooding in Can Tho city, Vietnam
10.5194/hess-17-379-2013 · 2013 · External reference
Assessing relationship between vulnerability and capacity: An empirical study on rural flooding in Pakistan
10.1016/j.ijdrr.2019.101109 · 2019 · External reference
Forces on surface-piercing vertical circular cylinder groups on flooding staircase
10.1016/j.jfluidstructs.2013.12.011 · 2014 · External reference
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Characterizing flood hazard risk in data-scarce areas, using a remote sensing and GIS-based flood hazard index
10.1007/s11069-017-3024-y · 2017 · External reference
The challenge of unprecedented floods and droughts in risk management
10.1038/s41586-022-04917-5 · 2022 · External reference
Urban effects on precipitation: Do the diversity of research strategies and urban characteristics preclude general conclusions
10.1016/j.uclim.2023.101605 · 2023 · External reference
Flood risk assessment of artificial islands under compound rain-tide-wind effects during tropical cyclones
10.1016/j.jhydrol.2022.128736 · 2022 · External reference
Hazard and vulnerability in urban inundated underground space: Hydrodynamic analysis of human instability for stairway evacuation
10.1016/j.ijdrr.2021.102754 · 2022 · External reference
Flood risk assessment of loss of life for a coastal city under the compound effect of storm surge and rainfall
10.1016/j.uclim.2022.101396 · 2023 · External reference
Urban flood risk assessment under rapid urbanization in Zhengzhou City, China
10.1016/j.regsus.2023.08.004 · 2023 · External reference
The increase in extreme precipitation and its proportion over global land
10.1016/j.jhydrol.2023.130456 · 2024 · External reference
Risk assessment of metro tunnel evacuation in devastating urban flooding events
10.1016/j.tust.2023.105540 · 2024 · External reference
Hydrodynamic model-based flood risk of coastal urban road network induced by storm surge during typhoon
10.1016/j.scs.2025.106250 · 2025 · External reference
Risk coupling effects on flood-induced hazards in urban underground spaces
10.1007/s11069-025-07142-1 · 2025 · External reference
Evaluating the association between morphological characteristics of urban land and pluvial floods using machine learning methods
10.1016/j.scs.2023.104891 · 2023 · External reference
Flow pattern and escape hazards of people from flood intrusion into the staircase of underground spaces with multiple rest platforms
10.3390/buildings14040941 · 2024 · External reference
A large-scale waterlogging investigation in a megacity
10.1007/s11069-022-05435-3 · 2022 · External reference
Geographic-information-system-based risk assessment of flooding in Changchun urban rail transit system
10.3390/rs15143533 · 2023 · External reference
Evaluation of flooding disaster risks for subway stations based on the PSR cloud model
10.3390/su152115552 · 2023 · External reference
Evaluation of rainstorm waterlogging emergency response capability of subway station for Trio space
2024 · External reference
Dynamic vulnerability assessment framework for urban flood disasters considering real-time population changes
2024 · External reference
An improved MCDM combined with GIS for risk assessment of multi-hazards in Hong Kong
10.1016/j.scs.2023.104427 · 2023 · External reference
Analysis and GIS mapping of flooding hazards on 10 May, 2016, Guangzhou
10.3390/w8100447 · 2016 · External reference
Assessment of geohazards and preventative countermeasures using AHP incorporated with GIS in Lanzhou, China
10.3390/su10020304 · 2018 · External reference
Flood risk assessment of metro system in subsiding environment using the interval FAHP-FCA approach
10.1016/j.scs.2019.101682 · 2019 · External reference
Inundation analysis of metro systems with the storm water management model incorporated into a geographical information system: A case study in Shanghai
10.5194/hess-23-4293-2019 · 2019 · External reference
Risk assessment using a new consulting process in fuzzy AHP
10.1061/(asce)co.1943-7862.0001757 · 2020 · External reference
Risk assessment of earthquake-triggered geohazards surrounding Wenchuan, China
2020 · External reference
The development of IFN-SPA: A new risk assessment method of urban water quality and its application in Shanghai
10.1016/j.jclepro.2020.124542 · 2021 · External reference
Assessment of safety status of shield tunnelling using operational parameters with enhanced SPA
10.1016/j.tust.2022.104428 · 2022 · External reference
Sensitivity analysis of typhoon-induced floods in coastal cities using improved ANP-GIS
10.1016/j.ijdrr.2024.104344 · 2024 · External reference
A novel framework incorporating machine learning into GIS for flood susceptibility prediction of urban metro systems
10.1007/s11431-024-2925-8 · 2025 · External reference
Exposed property and sensitivity-based study on vulnerability of subway station under impact of surface rainfall ponding
2022 · External reference
Flood vulnerability map of the Bagmati River basin, Nepal: A comparative approach of the analytical hierarchy process and frequency ratio model
10.1007/s44268-024-00041-7 · 2024 · External reference
Global exposure to flood risk and poverty
10.1038/s41467-022-30725-6 · 2022 · External reference
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Flood hazard mapping methods: A review
10.1016/j.jhydrol.2021.126846 · 2021 · External reference
Integrating hydro-geomorphological adjustments into flood mapping for enhanced risk assessment
10.1186/s40677-025-00309-9 · 2025 · External reference
A flood risk assessment framework for interdependent infrastructure systems in coastal environments
10.1016/j.scs.2020.102516 · 2021 · External reference
Flood risk mapping and urban infrastructural susceptibility assessment using a GIS and analytic hierarchical raster fusion approach in the Ona River Basin, Nigeria
10.1016/j.ijdrr.2022.103097 · 2022 · External reference
A multicriteria analytical framework for sustainability evaluation under methodological uncertainties
10.1016/j.eiar.2020.106403 · 2020 · External reference
Water inrush-induced failure during deep excavation for a metro station in karst regions in Shenzhen, China: Cause diagnosis and post-accident restoration
10.1016/j.engfailanal.2024.108346 · 2024 · External reference
Assessing flood risk to urban road users based on rainfall scenario simulations
10.1016/j.trd.2023.103919 · 2023 · External reference
Application of 2D numerical simulation for the analysis of the February 2014 Bolivian Amazonia flood: Application of the new HEC-RAS version 5
10.1016/j.riba.2015.12.001 · 2016 · External reference
Assessment of inundation risk in urban floods using HEC RAS 2D
10.1007/s40808-019-00641-8 · 2019 · External reference
Flood exposure and poverty in 188 countries
10.1038/s41467-022-30727-4 · 2022 · External reference
The role of climate and population change in global flood exposure and vulnerability
10.1038/s41467-025-56654-8 · 2025 · External reference
A scaling method for priorities in hierarchical structures
10.1016/0022-2496(77)90033-5 · 1977 · External reference
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Hydraulic features of air-water mixture flow on a staircase with rest platforms
10.1061/(asce)hy.1943-7900.0000872 · 2014 · External reference
Experimental testing and modeling analysis of solute mixing at water distribution pipe junctions
10.1016/j.watres.2014.02.053 · 2014 · External reference
A critical review of flood risk assessment in Kerala Post-2018: Methodological approaches, gaps, and future directions
2025 · External reference
Why are Pakistan’s floods so extreme this year?
2022 · External reference
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Future urban heat island influence on precipitation
10.1007/s00382-021-06105-z · 2022 · External reference
Identifying the essential flood conditioning factors for flood prone area mapping using machine learning techniques
10.1016/j.catena.2018.12.011 · 2019 · External reference
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2017 · External reference
Educational activities for urban flood damage reduction using unique facilities
2013 · External reference
Flood risk assessment of metro stations based on the SMAA-2-FFS-H method: A case study of the “7·20” rainstorm in Zhengzhou, China
10.1007/s00477-023-02422-3 · 2023 · External reference
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Subsurface planning: Towards a common understanding of the subsurface as a multifunctional resource
10.1016/j.landusepol.2019.104316 · 2020 · External reference
Modelling and assessing long-term urban transportation system resilience based on system dynamics
10.1016/j.scs.2024.105548 · 2024 · External reference
A novel framework for urban flood risk assessment: Multiple perspectives and causal analysis
10.1016/j.watres.2024.121591 · 2024 · External reference
Contribution of climate change and urbanization to the variation of extreme precipitation in the urban agglomerations over the Loess Plateau
10.1002/hyp.14489 · 2022 · External reference
Recognising floods, recognising people? Flood risk management in riverfront urban kampongs of Indonesia
10.1111/jfr3.13014 · 2025 · External reference
Assessment of vulnerability to waterlogging in subway stations using integrated EWM-TOPSIS
10.1007/s44268-023-00020-4 · 2023 · External reference
Integrated flood hazard assessment based on spatial ordered weighted averaging method considering spatial heterogeneity of risk preference
10.1016/j.scitotenv.2017.04.218 · 2017 · External reference
The impact of the spatiotemporal structure of rainfall on flood response over a piedmont urban basin: An approach coupling machine learning and hydrologic modeling
10.1016/j.jhydrol.2025.133160 · 2025 · External reference
Flood susceptibility mapping using an improved analytic network process with statistical models
10.1080/19475705.2020.1836036 · 2020 · External reference
An innovative framework to assess the human-water relationship in complex pluvial flooding system at urban meso-scales
10.1016/j.jhydrol.2025.132876 · 2025 · External reference
Evaluating the impact and risk of pluvial flash flood on intra-urban road network: A case study in the city center of Shanghai, China
10.1016/j.jhydrol.2016.03.037 · 2016 · External reference
Flash floods: Why are more of them devastating the world’s driest regions?
10.1038/d41586-023-00626-9 · 2023 · External reference
A GIS-based spatial multi-index model for flood risk assessment in the Yangtze River Basin, China
10.1016/j.eiar.2020.106397 · 2020 · External reference
Set pair and set pair analysis: A new concept and systematic analysis method
1989 · External reference
Set pair analysis and entropy researches
1992 · External reference
A new network planning method based on the connection number a+bi+cj
2000 · External reference
Inundation risk assessment based on G-DEMATEL-AHP and its application to Zhengzhou flooding disaster
10.1016/j.scs.2022.104138 · 2022 · External reference
Development of a dynamic cumulative damage model and its application to underground hydropower caverns under multiple blasting
10.1016/j.ijrmms.2024.105948 · 2024 · External reference
