Clusters

deepfire:clusters — centroids of clusters of hotspots: candidate fires, current and historical (~3,250,000 rows). Geometry: Point (EPSG:4326). Feature IDs: clusters.<uuid>.

A cluster groups nearby detections into a single candidate fire, so this is the collection to use when you want "fires" rather than raw per-satellite detections.

Attributes

Property	Type	Notes
`id`	uuid	Feature key (surfaced as `clusters.<uuid>`)
`first_observed`	timestamp (ISO 8601)	First detection in the cluster
`last_observed`	timestamp (ISO 8601)	Most recent detection in the cluster
`active`	boolean	Live working set vs. historical

Satellite perimeters join back to this collection via their cluster_id attribute.

Examples

Active clusters in a bounding box (Iberia):

curl -sG "https://ogc.deepfire.co/ogc/features/v1/collections/deepfire:clusters/items" \
  --data-urlencode "bbox=-10,36,4,44" \
  --data-urlencode "filter-lang=cql2-text" \
  --data-urlencode "filter=active = true" \
  --data-urlencode "f=application/json"

Clusters with recent detections:

curl -sG "https://ogc.deepfire.co/ogc/features/v1/collections/deepfire:clusters/items" \
  --data-urlencode "filter-lang=cql2-text" \
  --data-urlencode "filter=last_observed > TIMESTAMP('2026-07-20T00:00:00Z')" \
  --data-urlencode "f=application/json"

Full parameter reference: Get clusters.

Attributes​

Examples​

Attributes

Examples