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Vulnerability and Integrated Risk  Assessment
Christopher G. Burton, GEM Senior Scientist, Social 
Vulnerability and Disaster Resilience 
Bijan Khazai, CEDIM, Senior Research Scientist
Portugal: Estimated Economic Loss from Buildings
Integrated Risk Toolkit: Planning the Software Tool
Mapping the Global Socio-economic Database
Portugal: Socio-economic Vulnerability
Governance and 
Institutional Capacity
Laws, Rights and voice, Absence of 
violence and terrorism, Government 
effectiveness, Political stability, 
Control of corruption
Infrastructure
Transport and 
communication, Energy, 
Water and sanitation, building 
and building aggregates,  
Equipment and non‐structural 
components
Socio‐economic 
Database
Index
Health
Population
Economy
Education
Environment
Basic geography, Land 
use/land cover, Disaster 
prevalence
Indices
Healthcare resources, 
Healthcare status
Population structure, 
Household structure, 
Special needs 
population
Income distribution and 
poverty, labour market, 
Economic resources, 
Economic activity
Education access, 
Education outcome
Mapping the Global Socio-economic Database
Integrated Risk Toolkit: User Defined Indicator
Weighting with Dynamic Sensitivity Analysis
Integrated Risk Toolkit: User Defined Variable
Transformation with Dynamic Sensitivity Analysis
Identifying Dimensional Drivers of Social Vulnerability in Portugal
using Advanced Visualizations
Portugal: PGA (g)
Portugal: Mapping Dimensional Drivers of Social Vulnerability
Population
Economy
Infrastructure
Portugal: Integrated Risk
Mapping the Global Socio-economic Database
Portugal: Mapping Dimensional Drivers of Social Vulnerability
Education
Health
Governance

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Vulnerability and Integrated Risk Assessment, Christopher G. Burton, GEM Senior Scientist; Bijan Khazai, CEDIM Senior Research Scientist