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Data sources & update cadence

Upstream sources

Hotspots are ingested continuously from four satellite fire-detection programs:

ProgramOperator
FIRMS (VIIRS and MODIS)NASA
GOESNOAA
Sentinel-3 SLSTR FRPCopernicus / ESA
Meteosat MTG FIREUMETSAT

The source attribute on each hotspot identifies the detecting satellite / provider. Clusters and satellite perimeters are computed by Deepfire from these detections.

Update cadence

StageCadence
Hotspot ingestion~every minute
Perimeter recompute~every 30 seconds
Edge cache on API responses60 seconds

Net effect: data served by the API can lag upstream ingestion by roughly one to two minutes.

Polling guidance

Responses are cached for 60 seconds at the edge, so polling more often than about once per minute returns cached data and gains nothing. For most integrations, polling every 1–5 minutes is plenty.