Natural Hazards Review

Article	Citations
Equitable Resilience in Infrastructure Systems: Empirical Assessment of Disparities in Hardship Experiences of Vulnerable Populations during Service Disruptions	70
Seismic Behavior of Plan and Vertically Irregular Structures: State of Art and Future Challenges	35
Importance of Households in Business Disaster Recovery	30
Probabilistic Risk Assessment of Coupled Natural-Physical-Social Systems: Cascading Impact of Hurricane-Induced Damages to Civil Infrastructure in Galveston, Texas	26
Institutional Coordination of Disaster Management: Engaging National and Local Governments in Japan	24
Understanding Functionality and Operability for Infrastructure System Resilience	22
Opportunities and Challenges of Public Participation in Post-Disaster Recovery Planning: Lessons from Galveston, TX	20
Overview of Interdependency Models of Critical Infrastructure for Resilience Assessment	20
Validation of Time-Dependent Repair Recovery of the Building Stock Following the 2011 Joplin Tornado	19
Effects of Infrastructure Service Disruptions Following Hurricane Irma: Multilevel Analysis of Postdisaster Recovery Outcomes	19
Advances of Satellite Remote Sensing Technology in Earthquake Prediction	19
Development of Sinkhole Susceptibility Map of East Central Florida	17
Flood Damage Assessment in HAZUS Using Various Resolution of Data and One-Dimensional and Two-Dimensional HEC-RAS Depth Grids	17
Statistical Quantification of Texture Visual Features for Pattern Recognition by Analyzing Pre- and Post-Multispectral Landsat Satellite Imagery	17
Estimation of Shear Wave Velocity and Seismic Site Characterization for New Nuclear Power Plant Region, India	16
Impact of COVID-19 on the Diversity of the Construction Workforce	16
Scientometric Analysis of Natural Disaster Management Research	16
Understanding Infrastructure Resilience, Social Equity, and Their Interrelationships: Exploratory Study Using Social Media Data in Hurricane Michael	15
Multihazard Damage and Loss Assessment of Bridges in a Highway Network Subjected to Earthquake and Tsunami Hazards	14
Perceptions of Efficacy are Key Determinants of Mask-Wearing Behavior during the COVID-19 Pandemic	14
Planning to Exacerbate Flooding: Evaluating a Houston, Texas, Network of Plans in Place during Hurricane Harvey Using a Plan Integration for Resilience Scorecard	13
Ember Alerts: Assessing Wireless Emergency Alert Messages in Wildfires Using the Warning Response Model	13
Changing Logistics of Evacuation Transportation in Hazardous Settings during COVID-19	13
Cultural Competence for Hazards and Disaster Researchers: Framework and Training Module	13
Global Snow- and Ice-Related Disaster Risk: A Review	12

Establishing Conceptual Components for Urban Resilience: Taking Clues from Urbanization through a Planner’s Lens	12
Hydrodynamic Study of the Impact of Extreme Flooding Events on Wastewater Treatment Plants Considering Total Water Level	12
Rapid Perception of Public Opinion in Emergency Events through Social Media	12
Predictive Model for Hurricane Wind Hazard under Changing Climate Conditions	12
Rapid Damage Assessment Following Natural Disasters through Information Integration	11
Simple Method for Shallow Landslide Prediction Based on Wide-Area Terrain Analysis Incorporated with Surface and Subsurface Flows	11
Managed Retreat in the Face of Climate Change: Examining Factors Influencing Buyouts of Floodplain Properties	11
GIS-Based Data Integration Approach for Rainfall-Induced Slope Failure Susceptibility Mapping in Clayey Soils	11
Assessment of Urban Flood Risk Factors Using Monte Carlo Analytical Hierarchy Process	11
Dynamic Modeling of In-Event Interdependencies in Community Resilience	11
Modeling Interdependencies between the Building Portfolio, Transportation Network, and Healthcare System in Community Resilience	10
Relative Sea Level Rise Impacts on Storm Surge Flooding of Transportation Infrastructure	10
Response Efficacy Perception and Taking Action to Prepare for Disasters with Different Lead Time	10
Research in the Field of Natural Hazards Based on Bibliometric Analysis	10
Disaster Waste Management Challenges in Nepal: Health Impacts and the Need for Safe Practices	10
Comparative Review and Assessment of Various Flood Retrofit Methods for Low-Rise Residential Buildings in Coastal Areas	10
Vulnerability Indicators for Coastal Roadways Based on Barrier Island Morphology and Shoreline ChangePredictions	10
Incorporating Socioeconomic Metrics in Civil Engineering Projects: The Resilience Perspective	9
Connecting Social Capital and Vulnerability: Citation Network Analysis of Disaster Studies	9
Quantifying the Role of Vulnerability in Hurricane Damage via a Machine Learning Case Study	9
Validating Commonly Used Indicators for Community Resilience Measurement	9
Human Health Vulnerability to Summer Heat Extremes in Romanian-Bulgarian Cross-Border Area	9
Quantifying the Impacts of Storm Surge, Sea Level Rise, and Potential Reduction and Changes in Wetlands in Coastal Areas of the Chesapeake Bay Region	9
Evaluating Regional Flood Disaster Resilience Based on the DROP Model and TOPSIS Method: A Case Study of the Katsushika Ward, Tokyo	9
Factors Influencing Individual Disaster Preparedness Information Seeking Behavior: Analysis of US Households	8
A Bayesian Network Modeling Approach for Time-Varying Flood Resilience Assessment of Housing Infrastructure System	8
Exploring the Use of Wireless Emergency Alerts for Notifications Regarding COVID-19: Initial Lines of Inquiry	8
Community Perspectives on Simulation and Data Needs for the Study of Natural Hazard Impacts and Recovery	8
Review of Empirical Quantitative Data Use in Lifeline Infrastructure Restoration Modeling	8
Hurricane-Induced Failure Mechanisms in Low-Rise Residential Buildings and Future Research Directions	8
Virtual Testbeds for Community Resilience Analysis: State-of-the-Art Review, Consensus Study, and Recommendations	8
Dilemma of the Tropics: Changes to Housing Safety Perceptions, Preferences, and Priorities in Multihazard Environments	8
Effects of Nonstationarity of Extreme Wind Speeds and Ground Snow Loads in a Future Canadian Changing Climate	8
Variability of Mechanical Properties of Cellular Lightweight Concrete Infill and Its Effect on Seismic Safety	8
Applying the Protective Action Decision Model to Explain Cyclone Shutter Installation Behavior	8
Deep Learning for Visual Analytics of the Spread of COVID-19 Infection in Crowded Urban Environments	8
Seismic Stability Analysis of Caissons under Earthquake Forces Considering 3D Log-Spiral Failure Surface	8
High-Speed GIS-Based Simulation of Storm Surge–Induced Flooding Accounting for Sea Level Rise	7
Relationship between Coastal Hazard Countermeasures and Community Resilience in the Tōhoku Region of Japan Following the 2011 Tsunami	7
Flood Hazards Mapping by Linking CF, AHP, and Fuzzy Logic Techniques in Urban Areas	7
Modeling Household Earthquake Hazard Adjustment Intentions: An Extension of the Protection Motivation Theory	7
Managing Postdisaster Reconstruction after the 2015 Gorkha, Nepal Earthquake and Lessons Learned	7
Performance Comparison of Landslide Susceptibility Maps Derived from Logistic Regression and Random Forest Models in the Bolaman Basin, Türkiye	7
Community Resilience: Toward a Framework for an Integrated, Interdisciplinary Model of Disaster	7
The Warning Lexicon: A Multiphased Study to Identify, Design, and Develop Content for Warning Messages	7
Impact of Annual Maximum Wind Speed in Mixed Wind Climates on Wind Hazard for Mainland China	7
Allocation of Temporary Disaster-Response Facilities for Relief-Supplies Distribution: A Stochastic Optimization Approach for Afterdisaster Uncertainty	7
Quantification of Compound Flooding over Roadway Network during Extreme Events for Planning Emergency Operations	7
Evaluation of Multiradar Multisensor and Stage IV Quantitative Precipitation Estimates during Hurricane Harvey	7
Preliminary Documented Recovery Patterns and Observations from Video Cataloged Data of the 2011 Joplin, Missouri, Tornado	7

Integrating Place Attachment into Housing Recovery Simulations to Estimate Population Losses	6
Detecting and Geolocating City-Scale Soft-Story Buildings by Deep Machine Learning for Urban Seismic Resilience	6
Political Polarization during Extreme Events	6
Taiwan’s Experience in Disaster Coordination	6
Household Hurricane Evacuation Plan Adaptation in Response to Estimated Travel Delay Provided Prior to Departure	6
Modeling Dynamics of Community Resilience to Extreme Events with Explainable Deep Learning	6
Analyzing Multisector Stakeholder Collaboration and Engagement in Housing Resilience Planning in Greater Miami and the Beaches through Social Network Analysis	6
Determinants of Departure Timing for Hurricane Matthew and Anticipated Consistency in Future Evacuation Departures	6
Sensing Flooded Roads to Support Roadway Mobility during Flooding: A Web-Based Tool and Insights from Needs Assessment Interviews	6
Public Willingness to Pay for Continuous and Probabilistic Hazard Information	6
Hazard Assessment and Modeling of Erosion and Sea Level Rise under Global Climate Change Conditions for Coastal City Management	6
Seismic Microzonation of the Himalayan Region Considering Site Characterization: Application toward Seismic Risk Assessment for Sustainable Tunneling Projects	6
Alignment between Disaster Policies and Practice: Characteristics of Interorganizational Response Coordination Following 2016 Hurricane Matthew in Florida	6
Communicating Hazard Location through Text-and-Map in Earthquake Early Warnings: A Mixed Methods Study	6
Civil-Military Coordination in Disaster Preparedness and Response	6
Behavior of Rural Victims and Local Government during Post-Disaster Reconstruction: Agent-Based Simulation	6
Use of Advanced Microgrids to Support Community Resilience	6
Community Response to Hurricane Threat: Estimates of Warning Diffusion Time Distributions	6
New Standardized Base Flow Index for Identification of Hydrologic Drought in the Red River of the North Basin	6
Unpacking Tornado Disasters: Illustrating Southeastern US Tornado Mobile and Manufactured Housing Problem Using March 3, 2019 Beauregard-Smith Station, Alabama, Tornado Event	6
Social Media Support Mechanisms for Organizational Adaptation in Governmental Response to Extreme Natural Hazards	6
The Dimensions of Individual Support for Coastal Hazard Mitigation: Analysis of a Survey of Upper Texas Coast Residents	5
Trust in Government, Social Determinants, and Resource Distribution after a Catastrophic Typhoon	5
Next Generation Fragility Functions for Seismically Designed Highway Bridges in Moderate Seismic Zones	5
Modeling Joint Probability of Wind and Flood Hazards in Boston	5
Barriers and Possibilities for Interdisciplinary Disaster Science Research: Critical Appraisal of the Literature	5
Field Test and Numerical Analysis on Deformation Response of H-Type Antislide Pile: Case Study of Longjiayan Landslide, China	5
Seismic Stability and Deformation Analysis of a South India Hill Slope by Finite Elements	5
Toward Simulating Dire Wildfire Scenarios	5
Reducing the Vulnerability of Electric Power Infrastructure against Natural Disasters by Promoting Distributed Generation	5
Multiobjective Optimization for Hurricane Retrofit to Improve Coastal Community Structural and Socioeconomic Resilience	5
Discrete-Outcome Analysis of Tornado Damage Following the 2011 Tuscaloosa, Alabama, Tornado	5
Evaluating Areal Windspeeds and Wave Heights by Gaidai Risk Evaluation Method	5
New Asphalt Shingle Hail Impact Performance Test Protocol and Damage Assessment	5
Commercial Building Recovery Methodology for Use in Community Resilience Modeling	4
Enhancing Flood Risk Assessment and Mitigation through Numerical Modeling: A Case Study	4
GIS-Based Landslide Susceptibility Analyses: Case Studies at Different Scales	4
Challenges to the Fire Service–Centric Emergency Management System	4
Using Social Media for Economic Disaster Evaluation: A Systematic Literature Review and Real Case Application	4
Extreme Flood Events in India and Attribution to Climate Change: An Analysis of News Media Coverage from 2013–2019 during Bihar Floods	4
Joint Risk Assessment of the Secondary Disasters of Rainstorms based on Multisource Spatial Data in Wuhan, China	4
Protection or Peril of Following the Crowd in a Pandemic-Concurrent Flood Evacuation	4
Traditional Indigenous Ecological Knowledge to Enhance Community-Based Disaster Resilience: Taiwan Mountain Area	4
Understanding Glacial Lake Evolution and the Associated GLOF Hazard in the Shyok Catchment of the Upper Indus Basin Using Geospatial Techniques	4
Empirical Local Hazard Models for Bolide Explosions	4
Impacts of Climate Change on Extreme Precipitation Events and Urban Waterlogging: A Case Study of Beijing	4
Integrated Structural and Socioeconomic Hurricane Resilience Assessment of Residential Buildings in Coastal Communities	4
Building Classification Using Random Forest to Develop a Geodatabase for Probabilistic Hazard Information	4
Validation of an Augmented Parcel Approach for Hurricane Regional Loss Assessments	4
Peak Flood Discharge from a Landslide Dam Outburst	4
Tornado-Induced Structural Damage Based on Reconnaissance Surveys of the 2019 Jefferson City, Missouri, Tornado and Previous Notable Tornadoes	4
Effects of Climate Change and Urbanization on Bridge Flood Vulnerability: A Regional Assessment for Harris County, Texas	4
Estimating Pluvial Depth–Damage Functions for Areas within the United States Using Historical Claims Data	4
Promoting Emergency Response for Homeless Service Agencies: Field-Based Recommendations from Two Municipalities in Nova Scotia, Canada	4
Households Living in Manufactured Housing Face Outsized Exposure to Heat and Wildfire Hazards: Evidence from California	4
Seismic Risk Perception and Seismic Adjustments in Vaslui City, Romania	4
Governors and Hazard Mitigation Grants Management: Observations of State and Local Officials	3
Earthquake Early Warning Riskwork: ShakeAlert’s Operation with Institutionalized Uncertainties	3
Exploring the Spatial Development of Watersheds and the Allocation of Responsibility for Stormwater Runoff from the Perspective of Ecological Efficiency Based on the DEA Method	3
Developing a Geospatial Framework for Severe Occupational Injuries Using Moran’s I and Getis-Ord Gi* Statistics for Southeastern United States	3
Red Tide Occurrence and Its Socioeconomic Impacts: Case of the Municipality of Puerto Montt, Chile	3
Detecting Disasters and Disaster Recovery in Southeast Asia: Findings from Space	3
The Possibility of Real-Time and Long-Term Predictions for Geomagnetic Storms Using Neural Networks	3
Rapid Diagnostic Framework for Assessing Bridge and Culvert Sensitivity to Hydraulic Forcing	3
Revision of IS 1893: Proposal for an Alternative Soil Classification Scheme and Associated Intensity-Dependent Spectral Amplification Factors	3
Wind Performance Assessment of Postdisaster Housing in the Philippines	3
Evolution Characteristics of Postearthquake Emergency Evacuation Demand Based on the Susceptible-Infective and System Dynamics Theories	3
Fuzzy-Based Seismic Risk Prioritization of Steel School Buildings	3
Construction of Urban Flooding Prevention System under “One City, One Executor, and One Network” Model: Case Study of Kunming, China	3
Investigation and Evaluation of Land Use–Land Cover Change Effects on Current and Future Flood Susceptibility	3
A Community Impact Scale for Regional Disaster Planning with Transportation Disruption	3
Household Displacement and Return in Disasters: A Review	3
Multispectral Imaging for Identification of High-Water Marks in Postdisaster Flood Reconnaissance	3
Flood Hazard Analysis Based on Copula Connect Function	3
Smote–Lasso Model of Business Recovery over Time: Case Study of the 2011 Tohoku Earthquake	3
Impacts of 2020 Beirut Explosion on Port Infrastructure and Nearby Buildings	3
Modeling Temporal Accessibility of an Urban Road Network during an Extreme Pluvial Flood Event	3
An Experimental Study of Message Strategies for Mobile Alerts and Warnings	3
Projecting Sets of Ground-Motion Models and Their Use to Evaluate Seismic Hazard and Uniform Hazard Spectrum for Mainland China	3
Tornado Hazard Assessment of Residential Structures Built Using Cross-Laminated Timber and Light-Frame Wood Construction in the US	3

Roles of Nonprofits in Disaster Response and Recovery: Adaptations to Shifting Disaster Patterns in the Context of Climate Change	3
Wind Flow Characteristics of Multivortex Tornadoes	3
Social Science Contributions to Earthquake Warnings: Commemorating the Work of Dennis S. Mileti	3
Hurricane Freshwater Flood Risk Assessment Model for Residential Buildings in Southeast US Coastal States Considering Climate Change	3
Probabilistic Modeling of Small Business Recovery after a Hurricane: A Case Study of 2017 Hurricane Harvey	3
Integrating Household Decisions in Quantifying the Seismic Resilience of Communities Subjected to a Sequence of Earthquakes	3
Typology of Human Mobility and Immobility for Disaster Risk Reduction: Exploratory Case Study in Hillsborough County, Florida	3
Value of Information on Resilience Decision-Making in Repeated Disaster Environments	3
Hazus Hurricane Wind Model for the US Caribbean Territories: Hazard Modeling and Development of Residential Damage Functions	3
Impossibility of Narrative Bridges across Boundaries: Case Study of Fukushima-Daiichi Accident	3
Scheduling Inspection and Restoration Action in Postdisaster Critical Lifeline Recovery through Stochastic Optimization with Endogenous Uncertainty	3
Effect of Anti-Price Gouging Law on Postdisaster Recovery Speed: Evidence from Reconstruction in Virginia and Maryland after Hurricane Sandy	2
Growing Community Resilience from the Grassroots: Risk Awareness, Confidence in Institutions, and Civic Participation in a Natural Hazards Context	2
Systemic Vulnerabilities in Hispanic and Latinx Immigrant Communities Led to the Reliance on an Informal Warning System in the December 10–11, 2021, Tornado Outbreak	2
Jazz on Tulsa Time: The Remarkable Story of the Network of Flood Mitigation Champions behind the Tulsa Turnaround	2
Comparing Client Values between Business-as-Usual Construction and Postdisaster Reconstruction	2
Construction Practices and Seismic Vulnerability of Buildings in the Indian Himalayan Region: A Case Study	2
Flood Debris Quantification and Comparison Based on the Removal and Disposal Operation: Postdisaster Study of Beaumont, Texas Following Hurricane Harvey	2
Psychosocial and Physical Challenges from a Natural Hazard: Implications for Resilience in the Black Community	2
Decisions of Landlords about Their Renters and Rental Units after Disasters	2
Modeling the Influence of Flood Mitigation Measures on the Vulnerability of Coastal Residential Construction	2
Effect of Government Intervention and Market Incentives on Farmer Organic Fertilizer Application Behavior and Agricultural Emission Reduction	2
Evaluation of Hurricane Evacuation Order Plans: Hurricane Florence Case Study	2
Navigating Theories of Actions on Disaster Prevention: A Systematic Review on Disaster Research in Japan	2
A Social Welfare–Based Infrastructure Resilience Assessment Framework: Toward Equitable Resilience for Infrastructure Development	2
Benefit–Cost Analysis of Low-Cost Flood Inundation Sensors	2
Developing a Global Method for Normalizing Economic Loss from Natural Disasters	2
Spatial Flood Forecasting Modeling under Lack of Data Using RS and Optimized Support Vector Machine: A Case Study of the Zahedan Watershed	2
Perspectives and Propositions on Resilience as Interdisciplinary, Multilevel, and Interdependent	2
Homeowners’ Perceptions of Seismic Building Performance and Implications for Preparedness in New Zealand	2
Factors Influencing the Coefficient of Restitution in Rockfall Impacts	2
Drivers of Household Preparedness for Natural Hazards: The Mediating Role of Perceived Coping Efficacy	2
Flood Damage Mitigation by Reservoirs through Linking Fuzzy Approach and Evolutionary Optimization	2
Three-Dimensional Flight Trajectories and Impact Damage Prediction Model for Wind-Borne Debris	2
Disaster Education in the Context of Postsecondary Education: A Systematic Literature Review	2
Comparison of Near-Surface Wind Speed Estimation Techniques Using Different Damage Indicators from a Damage Survey of Naplate, IL EF-3 Tornado	2
Flood and Tsunami Damage Indices Based on Remotely Sensed Data: An Application to Indonesia	2
What Improves Evacuations: Exploring the Hurricane-Forecast-Evacuation System Dynamics Using an Agent-Based Framework	2
Ethical Challenges of Disaster Management Faced by Humanitarian Populations: Empirical Insights from a Developing Country	2
Landslide Susceptibility Mapping for Road Corridors Using Coupled InSAR and GIS Statistical Analysis	2
COVID-19 Morbidity, Vaccine Side Effects, and Vaccine Hesitancy among African Americans	2
Efficacy of Damage Data Integration: A Comparative Analysis of Four Major Earthquakes	2
Improving Mission Assurance Assessments for Resilience of Military Installations	2
Revisiting Basic Wind Speed of Metro Cities of India	2
Computational Simulation of Benefit Fraud and Community Resilience in the Wake of Disaster	2
Collaborative Relationship Modeling and Analysis of Natech Emergency Response Organizations Based on Stochastic Petri Net	2
Hurricane-Induced Biodeterioration of Wood Structures: A State-of-the-Art Review	2
Regional Planning Approach to Protect Surrounding Towns and Villages in the Event of Dam Break: Case Study of AghChay Dam	2
Evolution of Korea’s Disaster-Management Diplomacy: Disaster Management as a Nexus between ODA Policy and Middle-Power Diplomacy	2
A Framework for Characterizing Uncertainty Factors in Postdisaster Structural Performance Assessment Data	2
Navigating Federal Disaster Assistance Eligibility and Special Accommodations: The Case of Hurricane Harvey	2
Model Test and Numerical Analysis of Cutting Slope with Skip Cut Method	2
Tragic Choices at Fukushima Daiichi Nuclear Power Plant	2
Accuracy of FEMA-Hazus Single-Family Residential Damage Exposure Data in Houston: Implications for Using or Correcting the Hazus General Building Stock	2
Optimization of Distribution of Humanitarian Aid: Cotopaxi Volcano	2
Emergency Restorability of Underground Engineering Environment after Disasters by Utilizing Prefabrication and Assembly Technology	2
Hurricane Risk Assessment of Power Distribution Systems: Effects of Wind Direction	2
Governmental Disaster Assistance and Moral Hazard: Focusing on the Slight Damage Assistance Program for the Pohang Earthquake Victims	2
Fragility and Recovery Models for Energy, Water, and Wastewater Systems for Seismic Regional Risk and Resilience Assessment: State-of-the-Art Review and Database	2