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Climate Change Risk & Vulnerability Analysis
Integrated assessment of all climate risks for a settlement.
Purpose
Present the climate-driven risks and vulnerabilities of a province, district or region in an integrated way and identify priority intervention areas.
Analysis Method
Overlaying multiple risk layers in GIS, weighted multi-criteria analysis and machine-learning-assisted vulnerability modeling.
Data Sources
- · Sentinel/Landsat satellite imagery
- · ERA5 climate data
- · Digital elevation model
- · Population and socioeconomic data
- · Municipal data
Outputs
- · Integrated risk map
- · Vulnerability index
- · Priority intervention area report
Benefits
- · Resource planning by risk priority
- · Scientific basis for investment decisions
- · A shared risk language across institutions
Sample Use Scenario
A municipality requests an analysis to identify which neighborhoods face compounding risks ahead of its climate action plan.