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Urban Efficiency

MIT ET

Edmonton Spatial Optimization AI

Live Edmonton Open Data Sync

SODA3 Portal

Emergency Service Domain

Historical Observation Window

Total Incidents

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In selected 30d

Active Stations

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Operational Nodes

Critical Gaps

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Score > 70% Deficit

Grid Sectors

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1.0 km² Units

Map Layers & Visualization

Suitability Risk Grid

Incident Density Heatmap

Operational Stations

Base Map StyleEsri & OSM

Suitability Score Legend

Low Need (0%)Moderate (45%)Critical Deficit (100%)

Fevzi Ismail Sahin

MIT Capstone Research

Synchronizing Spatial Data...