Climate Risk for Zip Code 98631
Financial Exposure & Physical Hazard Analysis
Risk Summary
The primary drivers of climate-related financial risk in zip code 98631 are Tsunami, Earthquake, and Inland Flooding. This area also faces an unusually high intensity for Coastal Flooding compared to national averages.
Understanding the Dollars
Expected Annual Loss (EAL) is a statistical average of property damage for this entire zip code over a standard year across all properties.
- / It represents the "average cost" rather than a guaranteed yearly bill.
- / It can be used to compare the relative risk from different hazards and across different neighborhoods.
Primary Risks
Tsunami
Expected Annual Loss for Zip Code 98631
Very High compared to US average
Earthquake
Expected Annual Loss for Zip Code 98631
Relatively High compared to US average
Inland Flooding
Expected Annual Loss for Zip Code 98631
Relatively Low compared to US average
Zip Code Risk Map
Financial Risk Inventory
Recommended Mitigation Strategies
Recommended investments to protect your property value and reduce insurance liability based on your local risk profile.
Tsunami Mitigation
General property maintenance and insurance review recommended.
Earthquake Mitigation
General property maintenance and insurance review recommended.
Inland Flooding Mitigation
Install a smart sump pump with battery backup and extend downspouts 10ft from foundation.
Coastal Flooding Mitigation
General property maintenance and insurance review recommended.
Methodology and Sources
Spatial Aggregation
Our "Atlas" risk scores are derived using a population-weighted spatial join. Because US Zip Codes and Census Tracts do not share perfectly aligned boundaries, a simple geographic average would be misleading. We utilize US Census Block Group population statistics to identify where residents actually live within a Zip Code. We then intersect these points with FEMA National Risk Index (NRI) hazard data to calculate a weighted exposure score.
Financial Projections (EAL)
Expected Annual Loss (EAL) estimates the average economic impact of natural hazards in dollars per year. This calculation incorporates three components: Exposure (the value of structures and agriculture), Annualized Frequency (historical probability), and Historic Loss Ratio (vulnerability of the area).
Primary Data Sources
- FEMA National Risk IndexHazard frequency and loss data (v1.20.0)
- U.S. Census BureauTIGER/Line 2025 Shapefiles & Decennial Population