ENVIRONMENTAL OPERATIONS
Data ingestion
DEMO DATA2026Change password

Bring data together.

Import approved CSV exports or connect sensor gateways.

ProvenanceValidate source, units, station identity, timestamps and calibration before operational use.
Air readings2842 weather obs
Official MCG wards36381 colonies
Facilities462GMDA + OpenStreetMap
Civic signals201published announcements

Data freshness by provenance

ProvenanceRowsLatest observationAge
Modelled (CAMS) - not a ground station; index pre-dates the CPCB switch14 2026-11-10 08:00 5.4 h
Modelled (CAMS) - not a ground station14 2026-11-10 11:00 2.4 h

Age is measured against the observation timestamp, not the time it was pulled. A stale source is a stale source even if the import succeeded.

Live sources

Pull current pollutant and weather values for every configured zone from real external services. Each row keeps its own source, timestamp and quality flag.

SourceKindStatus
CPCB · data.gov.inOfficial ground stationsNeeds CPCB_API_KEY
Open-Meteo · CAMSModelled reanalysis — not a sensorAvailable (no key)

A modelled value is not a measurement. CAMS rows are stored as Modelled (CAMS) - not a ground station so they are never mistaken for CPCB readings.

Reference directories

Official geography and infrastructure are imported from their own pages and kept separate from measurements.

CSV readings import

Required: station, zone, observed_at, pm25, pm10, aqi. Optional: no2, so2, co, o3, source, latitude, longitude, quality_flag.

Sensor API

POST JSON to /api/ingest/reading with X-API-Key. Configure CLEAN_AIR_INGEST_TOKEN.

{"station":"Sensor-001","zone":"Udyog Vihar","observed_at":"2026-11-10T08:30:00","pm25":82.4,"pm10":151.2,"aqi":151}
SourceSeenLoadedStatusTime (UTC)Notes
Live sources77Completed2026-11-10 11:39CPCB not configured: set CPCB_API_KEY (free from data.gov.in) to add official ground stations.
Live sources77Completed2026-11-10 11:35CPCB not configured: set CPCB_API_KEY (free from data.gov.in) to add official ground stations.
Open-Meteo CAMS (7 zones)77Completed2026-11-10 11:19CPCB not configured: set CPCB_API_KEY (free from data.gov.in) to add official ground stations.
Open-Meteo CAMS (7 zones)77Completed2026-11-10 11:19CPCB not configured: set CPCB_API_KEY (free from data.gov.in) to add official ground stations.
Open-Meteo CAMS (7 zones)77Completed2026-11-10 09:15CPCB not configured: set CPCB_API_KEY (free from data.gov.in) to add official ground stations.
Open-Meteo CAMS (7 zones)77Completed2026-11-10 09:06CPCB not configured: set CPCB_API_KEY (free from data.gov.in) to add official ground stations.
Open-Meteo CAMS (7 zones)77Completed2026-11-10 09:06CPCB not configured: set CPCB_API_KEY (free from data.gov.in) to add official ground stations.
Open-Meteo CAMS (7 zones)77Completed2026-11-10 09:06CPCB not configured: set CPCB_API_KEY (free from data.gov.in) to add official ground stations.
Open-Meteo CAMS (7 zones)77Completed2026-11-10 08:42CPCB not configured: set CPCB_API_KEY (free from data.gov.in) to add official ground stations.
Open-Meteo CAMS (7 zones)77Partial2026-11-10 08:40CPCB skipped: set CPCB_API_KEY (free from data.gov.in) to pull official ground stations.
Open-Meteo CAMS (7 zones)77Partial2026-11-10 08:37CPCB skipped: set CPCB_API_KEY (free from data.gov.in) to pull official ground stations.
Open-Meteo CAMS (7 zones)77Partial2026-11-10 08:37CPCB skipped: set CPCB_API_KEY (free from data.gov.in) to pull official ground stations.
Open-Meteo CAMS (7 zones)77Partial2026-11-10 07:41CPCB skipped: set CPCB_API_KEY (free from data.gov.in) to pull official ground stations.