Blueprint
Air Quality & Climate Sensing
Hyperlocal environmental intelligence at city scale.
Air Quality & Climate Sensing Description
EnvironmentIoT
Last updated: 2026-03-30
Deploy a mesh of low-cost air quality sensors with calibration, forecasting and public disclosure portals.
Blueprint Category
Environment
Complexity
Medium
Scene Preview
Use Cases
AQI public portal
Industrial emissions oversight
Heat-stress alerts
Construction dust
Key Capabilities
Sensor calibration
ML calibration vs reference stations.
Forecasting
24-72h AQI forecast.
Public portal
Bilingual disclosure portal.
Alerting
Threshold and trend alerts.
Technical Requirements
Hardware Requirements
- Low-cost AQ sensors
- LoRaWAN gateways
Software Dependencies
- TimescaleDB
- Grafana
- Python forecasting stack
AI Models used in Air Quality & Climate Sensing
AQ Calibrator
Calibrates raw sensor readings.
Env
AQI Forecaster
Short-horizon AQI forecast.
Forecast
Connected Assets
AQ Sensor Mesh
Sensor
Weather Station
Sensor
