Urban Heat Mitigation

Causal World Model

8 variables · 10 causal edges · Interactive inspection

Causal Graph
Cool Roof Adoption RatetreatmentUrban Tree Canopy CoveragetreatmentUrban Surface AlbedomediatorUrban Heat Island IntensityoutcomeAmbient Air TemperatureoutcomeCooling Energy DemandoutcomePedestrian Thermal ComfortoutcomeUrban Humidity Levelmediator
Treatment
Outcome
Mediator
Confounder
Uncertainty

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Uncertainty Hotspots

Urban Humidity Level40%
Pedestrian Thermal Comfort35%