Vulnerability and Integrated Risk  AssessmentChristopher 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

InfrastructureTransport and 

communication, Energy, Water and sanitation, building 

and building aggregates,  Equipment and non‐structural 

components

Socio‐economic DatabaseIndex

Health

PopulationEconomy

Education

EnvironmentBasic 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 VulnerabilityPopulation

Economy

Infrastructure

Portugal: Integrated Risk

Mapping the Global Socio-economic Database

Portugal: Mapping Dimensional Drivers of Social VulnerabilityEducation

Health

Governance