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VA Climate Equity Matrix &hack 2026
William & Mary &hack Competition Entry

Virginia Cooling Deserts &
Heat Safety Matrix

This interactive spatial analysis evaluates environmental equity and emergency heat safety across Virginia by overlaying household air conditioning deficits against vehicular accessibility to public cooling infrastructure. By modeling 10-minute street network drive times around municipal public libraries, the web application identifies high-priority "cooling deserts"—vulnerable communities with elevated household AC deficits and limited rapid access to climate-controlled public facilities during extreme heat events.

10-Min Network Drive Times 350+ Public Libraries ACS Household AC Deficits
At-Risk Population
284,000+

Virginians in high AC deficit zones

Cooling Deserts
142

Census block groups isolated from access

Drive Threshold
10 Min

Max vehicular drive time benchmark

Peak Heat Index
108°F

Highest projected summer risk level

LIVE GIS EMBED

Statewide Virginia Heat Equity Map

Framed for complete statewide visibility across Virginia. Examine 10-minute drive times, AC deficit clusters, and municipal cooling havens.

High AC Deficit Zone 10-Min Library Isochrone Public Library Haven
Use zoom controls inside map to view individual cities or block groups
DAILY MONITOR

Virginia Daily Heat Watch & 7-Day Forecast

Track daily high/low temperatures, heat indices, and public cooling readiness across key Virginia regions.

Tidewater / Hampton Roads

Williamsburg & Norfolk Zone

Moderate Heat Warning
Forecasted High
92°F
Real-Feel Heat Index
101°F
Relative Humidity
68%
Library Shelters Open
18 / 18
Local Heat Advisory Guidance

High humidity will push heat index values above 100°F. Uncooled households in Williamsburg & Portsmouth block groups are advised to utilize 10-minute library cooling centers during 12PM–6PM peak heat hours.

7-Day Regional Temp Trend vs 95°F Threshold

Emergency Trigger: 95°F+
CENSUS DATASET

Virginia Jurisdiction Vulnerability Index

Explore AC deficits, 10-minute library access percentages, and heat priority ratings across key counties and cities.

Jurisdiction Region Household AC Deficit % 10-Min Library Access % Peak Heat Index Cooling Desert Status Priority Level
Richmond City Richmond Metro 18.4% 68% 96°F High Vulnerability Priority 1
Norfolk City Tidewater 16.8% 72% 93°F High Vulnerability Priority 1
Petersburg City Richmond Metro 19.1% 54% 97°F Critical Desert Priority 1
Roanoke City Southwest VA 14.2% 61% 89°F Moderate Desert Priority 2
Fairfax County Northern VA 5.8% 89% 94°F Low Vulnerability Priority 4
Newport News Tidewater 15.3% 76% 92°F Moderate Desert Priority 2
Williamsburg City Tidewater 8.2% 84% 91°F Low Vulnerability Priority 3
Danville City Southside VA 17.9% 52% 95°F Critical Desert Priority 1
Charlottesville Central VA 11.4% 79% 91°F Moderate Desert Priority 3
GIS Spatial Analytics

How Cooling Deserts Are Modeled

Combining ACS 5-Year demographic metrics, street network topology, and microclimate heat exposure.

01
Demographic Layer

ACS AC Deficit Index

Census block groups analyzed for households lacking air conditioning, normalized by poverty rates and elderly population density.

ACS 5-Year Estimates Vulnerability
02
Network Layer

10-Min Library Isochrones

ArcGIS Network Analyst models 10-minute vehicular drive time catchments around municipal public libraries across Virginia.

Street Network ISOP Accessibility
03
Synthesis Layer

Cooling Desert Overlays

Overlay synthesis isolates high AC deficit census tracts falling entirely outside the 10-minute library drive time boundaries.

Bivariate Spatial Union Priority Zones
SIMULATION ENGINE

Policy & Mitigation Simulator

Model civic cooling interventions and observe real-time projected risk reduction across Virginia.

Statewide Heat Vulnerability Index
78.4 / 100
+0 hrs/day

Keeps libraries open through 10PM peak evening heat surges.

0 Units

Deploys climate-controlled shuttles into unserved rural corridors.

0% Coverage

Funds window/portable air conditioners for low-income residents.

Projected Risk Reduction Impact

Simulation Feedback

Baseline status. Adjust policy sliders to model emergency heat risk mitigation.