Data & Tools

We develop reusable datasets, models, and analytical tools that turn complex risk data and evidence into clear, traceable support for decisions.

Datasets

Dataset Products

Browse datasets by coverage, time period, update frequency, citation guidance, and access conditions.

In development

Disaster Economic Impact Panel

A panel-style data product for disaster events, regional industrial exposure, direct losses, and indirect economic impact estimates.

Coverage
Regions and industries
Update cycle
Project-based
disastereconomic impactpanel data

In development

Urban Resilience Indicators

A dataset of urban exposure, infrastructure, socioeconomic vulnerability, and adaptive-capacity indicators for resilience assessment and planning support.

Coverage
Cities and districts
Update cycle
Annual/project-based
urban resilienceindicatorsplanning

Planned

Infrastructure Interdependency Graph

A graph representation of dependencies and potential disruption pathways across transport, energy, water, and communications systems.

Coverage
Network nodes and edges
Update cycle
Versioned
infrastructurenetworkinterdependency

In development

Risk Knowledge Base

A structured knowledge base for risk events, impact chains, models, indicators, and evidence sources.

Coverage
Literature, reports, and events
Time span
Continuously updated
Update cycle
Rolling
knowledge baseAIevidence

Research Tools

Research Tools

Explore models, simulators, assessment workflows, and visualization tools developed for risk research and decision support.

In development

ARIO Model Workbench

A modeling tool for configuring regional input-output tables, disaster shocks, recovery parameters, and scenario assumptions.

Input
IO tables, shocks, recovery parameters
Output
Output losses, recovery curves
Format
Model workbench
ARIOmodelworkbench

Planned

Domino Risk Propagation Simulator

A simulator for exploring risk propagation, blocking, and recovery processes in multilayer networks.

Input
Networks, shocks, propagation rules
Output
Cascade paths, critical nodes
Format
Simulator
simulationnetworkdomino risk

In development

Resilience Indicator Explorer

An interactive tool for exploring urban resilience indicators, spatial patterns, temporal change, and scenario comparisons.

Input
Indicator data, spatial boundaries
Output
Maps, charts, reports
Format
Visualization tool
dashboardurbanindicators

In development

Risk Evidence Assistant

An AI assistant for extracting risk evidence, model assumptions, and citation information from literature, policy documents, and reports.

Input
Documents, webpages, literature
Output
Evidence cards, summaries, citations
Format
AI assistant
AIevidenceresearch workflow