Interactive Mapping
How AI powers our live air quality maps
We fuse sensor streams with geospatial data and smart smoothing to deliver responsive, trustworthy maps that highlight where air quality is changing and why.
What you see on the map
Real-time pollutant levels, AI-smoothed surfaces, and point-level detail—paired with context layers to explain patterns and hotspots.
Inputs
Sensor streams, weather, traffic intensity, land use, emission sources, and historical baselines.
Outputs
Live AQI layers, heatmaps, anomaly flags, and downloadable map snapshots for reporting.
Our approach
Layered intelligence
Overlay live sensor data with traffic, land use, emissions hotspots, and weather to see drivers of pollution in context.
Live signals
Stream real-time AQI, PM, and gases with anomaly flags and data-quality indicators so you trust every pixel.
Spatial insights
Spot clusters, gradients, and gaps instantly; jump between city view and street-level detail without losing context.
AI behind the scenes
Each map view runs on a lightweight inference layer that cleans, interpolates, and highlights issues in real time so what you see stays both responsive and trustworthy.
Smart smoothing
Spatial smoothing tuned to sensor spacing reduces false gradients without hiding real hotspots.
Anomaly flags
Drift and spike detection mark questionable readings so you trust what you see.
Gap filling
Short outages are bridged with nearby sensors and weather-aware estimates.
What you get
The map is both operational and analytic: it tracks sensor health, surfaces hotspots, and lets you export evidence for rapid communication.
- Interactive map with real-time AQI and pollutant layers
- Contextual overlays for traffic, land use, and emission sources
- Quality flags and sensor status for operational awareness
- Exportable snapshots for reports and stakeholder updates
Built for action
Subscribe to alerts, snapshot evidence, and guide field teams with precise coordinates—all from the map view.
Trustworthy
QA flags, calibration status, and data freshness visible on every layer.
Shareable
Download views or share links tailored to stakeholders.