Indexed
131,264,919
Occurrence records across 1,892 datasets and 147,508 species, 1820–2026. Snapshot frozen May 28, 2026.
OBIS · GBIF · GEBCO · IUCN
131,264,919 marine occurrence records across 147,508 species — indexed, evidence-scored, and searchable on one map.
01STATUS
02PROVENANCE
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
| Source | Records | License | Accessed |
|---|---|---|---|
| OBIS Core | 78.4M | CC0 | 2026-05-01 |
| GBIF | 52.1M | mixed | 2026-05-12 |
| GEBCO 2024 | — | intergov. | 2024-12-15 |
| IUCN Red List | — | attrib. | 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
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…
dorii (2026). Aquatic occurrence snapshot 2026-05-28 [data set, derived from OBIS, GBIF, GEBCO 2024, and the IUCN Red List]. https://dorii.org