Globally aggregated biodiversity data impact predictive and descriptive research

D Dirk Steinke (Centre for Biodiversity Genomics, University of Guelph) B Birgit Gemeinholzer (University Kassel, Faculty of Botany, Aufbau- und Verfügungszentrum (AVZ)) E Enrique Martínez-Meyer (Departamento de Zoología, Instituto de Biología, Universidad Nacional Autónoma de México) D Daniel Noesgaard (Global Biodiversity Information Facility, Secretariat) A Andrew Young (Centre of Australian National Biodiversity Research, Commonwealth Scientific and Industrial Research Organisation (CSIRO)) D Dmitry Schigel (Global Biodiversity Information Facility, Secretariat)

Abstract

Here, we present an analysis of the growth and use of the Global Biodiversity Information Facility (GBIF) over the last 5 y. GBIF is the world’s largest data integrator for biodiversity information and plays a central role in research across the biodiversity and evolutionary science community. With the help of a comprehensive bibliographic dataset comprising 12,193 studies that used GBIF-mediated data, we demonstrate how the global scientific community utilizes the continuously fast-growing amount of open and Findable, Accessible, Interoperable, and Reusable biodiversity data in their research. Overall, more researchers engage with GBIF data, a potential consequence of the rising demands of more global environmental assessments, where GBIF-mediated data are being used as a key resource for biodiversity research. Studies utilizing species distribution modeling were most prevalent and data used for topics related to challenges of the Anthropocene (conservation, climate change, invasive, and pest species). More studies used observational data records, a category that also includes a substantial amount of citizen science data. Our data show that a thematic diversification of GBIF-using literature is accompanied by a rapid diversification of both the additional datasets that GBIF data are analyzed with, as well as the new analytical approaches taken by researchers. This emphasizes the growing importance of GBIF’s data infrastructure and services which support global sciences and reflect major shifts in applied science which dictate the need for GBIF and similar data infrastructures to evolve rapidly in order to maintain relevance for research.

Article Details

Volume / Issue Vol. 122, Issue 50
Published December 16, 2025
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (6)

D

Dirk Steinke

Centre for Biodiversity Genomics, University of Guelph

B

Birgit Gemeinholzer

University Kassel, Faculty of Botany, Aufbau- und Verfügungszentrum (AVZ)

E

Enrique Martínez-Meyer

Departamento de Zoología, Instituto de Biología, Universidad Nacional Autónoma de México

D

Daniel Noesgaard

Global Biodiversity Information Facility, Secretariat

A

Andrew Young

Centre of Australian National Biodiversity Research, Commonwealth Scientific and Industrial Research Organisation (CSIRO)

D

Dmitry Schigel

Global Biodiversity Information Facility, Secretariat