SNAPSHOT 2026-05-28·BUILD 0c187d0b·ENV public-demo·CC-BY 4.0·v0.1.0

OBIS · GBIF · GEBCO · IUCN

dorï

131,264,919 marine occurrence records across 147,508 species — indexed, evidence-scored, and searchable on one map.

01STATUS

Public snapshot · May 2026.

Occurrence records131.3M
Species147,508
Source datasets1,892
Temporal span1820–2026
May 28, 2026Vaquita porpoise extinction risk and gillnet bycatch driver

02PROVENANCE

Four datasets, one map.

dorï indexes OBIS, GBIF, GEBCO, and the IUCN Red List into one searchable spatial map. Browse it in the web cockpit, or run the full snapshot on a Mac.

Indexed

131,264,919

Occurrence records across 1,892 datasets and 147,508 species, 1820–2026. Snapshot frozen May 28, 2026.

Sources

SourceRecordsLicenseAccessed
OBIS Core78.4MCC02026-05-01
GBIF52.1Mmixed2026-05-12
GEBCO 2024intergov.2024-12-15
IUCN Red Listattrib.2026-04-30

Evidence

Each finding carries a 0–1 evidence score derived from source reliability, spatial uncertainty, temporal recency, and corroborating records — alongside its dataset ID and observation date. See methodology.

Method

Public-demo build: read-only, no hosted secrets, no raw lake. The full lake stays on the local Mac.

Limitations

Longline gear bias. Southern Ocean and North Atlantic over-sampled. No behavioural or telemetry data. Pre-1900 records run lower precision.

03REPRODUCIBILITY

Versioned, licensed, citable.

Every figure on this page is drawn from a single frozen snapshot — cite it, verify its integrity, and reproduce it.

Snapshot

dorii-public · 2026-05-28

License

CC-BY 4.0

Integrity

sha256 0c187d0b8ba8…

How to cite
dorii (2026). Aquatic occurrence snapshot 2026-05-28 [data set, derived from OBIS, GBIF, GEBCO 2024, and the IUCN Red List]. https://dorii.org

04MISSION

The ocean's record, on one map.