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Metadata & completeness

GBIF georeferenced records

GBIF — Global Biodiversity Information Facility

3.7B
records · 2026-11-09
Gompertz
best-fit model
3.8B
projected 2027
3.7B3.7B3.8B3.8B202620273.8B 2027
Gompertz (S-curve) fitbest fit (AICc)N(t) = L·e^{−e^{−k(t − t₀)}}
carrying capacity L 3.8Bsteepness k 1.052 / yrinflection t₀ 2023R² 0.1694forecast 3.8B by 2027

Forecast = 10% of the 0-yr record (0.8 yr ahead). Anchored on the latest value; levels off toward L ≈ 3.8B.

Of all GBIF occurrences, how many carry usable coordinates (no geospatial issues) — a direct measure of spatial-metadata completeness.

SourceGBIF — Global Biodiversity Information Facility
Update cadenceweekly
Live endpointhttps://api.gbif.org/v1/occurrence/search?limit=0&hasCoordinate=true&hasGeospatialIssue=false
Parsejson · count
Daterecords
2026-11-093,706,678,193
2026-11-023,703,775,939
2026-10-263,798,918,836
2026-10-193,800,971,014
2026-10-123,794,834,091
2026-10-053,777,059,875
2026-09-283,780,911,271
2026-09-213,782,077,808
2026-09-143,778,601,484
2026-09-073,777,357,782
2026-08-243,754,787,742
2026-08-173,748,905,864
2026-08-103,748,679,772
2026-08-033,737,929,906
2026-07-273,734,656,620
2026-07-203,732,462,762
2026-07-133,730,768,664
2026-07-063,728,908,326
2026-06-253,722,568,085

Machine-readable: /api/research-data?metric=gbif-georef · back to all metrics

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