Sources
v0.1Every adapter converts a source into the OneNetwork Observation format. Haze Sentinel is never presented as the original producer of third-party measurements.
Adapter status: FIRMS VIIRS NRT and Open-Meteo are wired for live ingest via the Worker. ASMC is the principal regional reference and is not scraped. Official national air-quality networks and licensed peatland / land-cover datasets remain awaiting connection. Consequence: hotspot and modelled PM layers can be live while official PSI and peat maps are not.
LIVEverified and ingestingREQUIRES VERIFICATIONlegal or technical access pendingMOCKsynthetic — not used on this Sentinel
| Organisation | Dataset / product | Role | Geography | Cadence | Status | Attribution / licence | Last success |
|---|---|---|---|---|---|---|---|
| ASEAN Specialised Meteorological Centre | ASMC regional haze products https://asmc.asean.org/ | Principal Southeast Asian regional reference for haze, analogous to NAFI in Australia. Haze Sentinel does not duplicate or impersonate ASMC. | ASEAN | source cadence | REQUIRES VERIFICATION awaiting_connection | ASMC / MSS terms of use. Link-out only; not mirrored. | — |
| NASA FIRMS / NOAA | FIRMS VIIRS 375 m NRT (NOAA-20 / NOAA-21, Southeast Asia) https://firms.modaps.eosdis.nasa.gov/ | Satellite-detected thermal anomalies / possible active fires. Not proof of peat fire, smoke contribution, or liability. | Southeast Asia subset of Southern ASEAN AOI | typically hours; polled ~30 min | LIVE unknown | NASA FIRMS data use. Attribution required. | — |
| Open-Meteo | Open-Meteo forecast (10 m wind, humidity, temperature, rainfall) https://open-meteo.com/ | Wind and meteorological context for transport plausibility. Not a trajectory model. | Selected Southern ASEAN receptor and source-region stations | hourly | LIVE unknown | Attribution required (CC / Open-Meteo licence). | — |
| Open-Meteo / CAMS-class modelled fields | Open-Meteo air quality (PM2.5, PM10, US AQI) https://open-meteo.com/en/docs/air-quality-api | Modelled air-quality context at receptor cities. Not a substitute for national monitoring networks. | Selected Southern ASEAN cities | hourly | LIVE unknown | Attribution required. | — |
| National Environment Agency (Singapore) | Singapore 1-hour PM2.5 and 24-hour PSI https://api-open.data.gov.sg/v2/real-time/api/pm25 | Authoritative Singapore regional 1-hour PM2.5 and 24-hour PSI. Health advisory is based on 24-hour PSI, not modelled Open-Meteo PM. | Singapore (north, south, east, west, central) | typically 15–60 min | LIVE unknown | Singapore Open Data Licence. Attribution required. data.gov.sg / NEA. | — |
| Department of Environment Malaysia | Malaysia official air-quality network (APIMS) https://apims.doe.gov.my/ | Authoritative Malaysian exposure measurements once a machine path is licensed. | Peninsular Malaysia / Johor watch | source cadence | REQUIRES VERIFICATION awaiting_connection | DoE terms. Not currently ingested. | — |
| BMKG / KLH | Indonesia official air-quality / ISPU https://www.bmkg.go.id/ | Authoritative Indonesian exposure measurements once a machine path is licensed. | Sumatra / Kalimantan watch | source cadence | REQUIRES VERIFICATION awaiting_connection | Agency terms. Not currently ingested. | — |
| NASA GIBS | NASA GIBS aerosol / thermal anomaly tiles https://www.earthdata.nasa.gov/learn/find-data/near-real-time/gibs | Visual context overlay only. Tiles are not parsed into canonical hotspot observations. | Southern ASEAN AOI | daily / NRT tiles | LIVE healthy | NASA GIBS. Attribution required. | — |
| To be licensed | Peatland / land-cover context no public URL | Peat distribution, land cover and burn-scar context. | Southern ASEAN | source release | REQUIRES VERIFICATION awaiting_connection | Not yet licensed for redistribution. | — |