Nine changes needed to deliver a radical transformation in biodiversity measurement

W William J. Sutherland N Neil D. Burgess (United Nations Environment Programme World Conservation Monitoring Center) S Scott V. Edwards (Department of Organismic and Evolutionary Biology, Harvard University) J Julia P. G. Jones P Pamela S. Soltis (Florida Museum of Natural History, University of Florida) D David Tilman J Julie M. Allen (Department of Biological Sciences, Virginia Tech) H Herizo T. Andrianandrasana (Department of Geosciences and Geography, University of Helsinki) C Cathrine J. Armour (Taskforce on Nature-related Financial Disclosures, Green Finance Institute) T Tom August (United Kingdom Centre for Ecology and Hydrology) K Kamaljit S. Bawa (Department of Biology, University of Massachusetts) S Sallie Bailey (Natural England, Lancaster House, Hampshire Court) T Tanya Birch (Google Geo Sustainability, Google Limited Liability Company) P Philipp H. Boersch-Supan (British Trust for Ornithology, The Nunnery) J Jeannine Cavender-Bares (Harvard University Herbaria and Department of Organismic and Evolutionary Biology, Harvard University) M Mark Blaxter R Rebecca Chaplin-Kramer (Global Science, World Wide Fund for Nature) B Barnabas H. Daru (Department of Biology, Stanford University) A Adriana De Palma (Biodiversity Futures Lab, Natural History Museum) C Cristina Eisenberg (Ecocultural Resources) C Chris S. Elphick (Department of Ecology and Evolutionary Biology and Center of Biological Risk, University of Connecticut) R Robert P. Freckleton (School of Biosciences, University of Sheffield) W Winifred F. Frick (Bat Conservation International) A Andrew Gonzalez (Department of Biology, Group on Earth Observations Biodiversity Observation Network, McGill University Montreal) S Scott J. Goetz L Lior Greenspoon (Department of Plant and Environmental Sciences, Weizmann Institute of Science) C Christina M. Grozinger (Department of Entomology, Center for Pollinator Research, Huck Institutes of the Life Sciences, The Pennsylvania State University) D Don L. Hankins (Geography and Environmental Studies, California State University) J Jonny Hazell (The Royal Society) N Nick J. B. Isaac (Centre for Ecology & Hydrology Wallingford) M Marco Lambertini (Nature Positive Initiative Secretariat) H Harris A. Lewin (The Genome Center, University of California) O Oisin Mac Aodha (School of Informatics, University of Edinburgh) A Anil Madhavapeddy E EJ Milner-Gulland (Department of Biology, University of Oxford) R Ron Milo J James O’Dwyer (Department of Plant Biology and Carl R. Woese Institute for Genomic Biology, University of Illinois) A Andy Purvis N Nick Salafsky (Foundations of Success) H Heather Tallis (Center for Coastal Climate Resilience, University of California Santa Cruz) I Iroro Tanshi (Department of Biology, University of Washington) V Varsha Vijay (Science Based Targets Network) M Martin Wikelski (Department of Biology, University of Konstanz) D David R. Williams (Sustainability Research Institute, University of Leeds) S S. Hollis Woodard (Department of Entomology, University of California) G Gene E. Robinson (Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign)

Abstract

Biodiversity is declining in many parts of the world. Biological diversity measurement and monitoring are fundamental to the assessment of the causes and consequences of environmental changes, identification of key areas for the protection of biodiversity or ecosystem services, determining the effectiveness of actions, and the creation of decision-support tools critical to maintaining a sustainable planet. Biodiversity measurement is rapidly changing due to advances in citizen science, image recognition, acoustic monitoring, environmental DNA, genomics, remote sensing, and AI. In this perspective, we outline the exciting opportunities these developments offer but also consider the challenges. Our key recommendations are to 1) Capitalize on the ability of novel technology to integrate data sources 2) agree to standard methods for data collection 3) ensure new technologies are calibrated with existing data; 4) fill data gaps by using emerging technologies and increasing capacity, especially in the tropics; 5) create living safeguarded databases of trusted information to reduce the risk of poisoning by AI hallucinated, or false, information; 6) ensure data generation is valued; 7) ensure respectful incorporation of Indigenous Knowledge; 8) ensure measurements enable the quantification of effectiveness of actions, and 9) increase the resilience of global datasets to technical and societal change. Radical new collaborations are needed between computer scientists, engineers, molecular biologists, data scientists, field ecologists, citizen scientists, Indigenous peoples, policymakers, and local communities to create the rigorous, resilient, accessible biodiversity information systems required to underpin policies and practices that ensure the maintenance and restoration of ecological systems.

Article Details

Volume / Issue Vol. 123, Issue 10
Published March 10, 2026
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (46)

W

William J. Sutherland

N

Neil D. Burgess

United Nations Environment Programme World Conservation Monitoring Center

S

Scott V. Edwards

Department of Organismic and Evolutionary Biology, Harvard University

J

Julia P. G. Jones

P

Pamela S. Soltis

Florida Museum of Natural History, University of Florida

D

David Tilman

J

Julie M. Allen

Department of Biological Sciences, Virginia Tech

H

Herizo T. Andrianandrasana

Department of Geosciences and Geography, University of Helsinki

C

Cathrine J. Armour

Taskforce on Nature-related Financial Disclosures, Green Finance Institute

T

Tom August

United Kingdom Centre for Ecology and Hydrology

K

Kamaljit S. Bawa

Department of Biology, University of Massachusetts

S

Sallie Bailey

Natural England, Lancaster House, Hampshire Court

T

Tanya Birch

Google Geo Sustainability, Google Limited Liability Company

P

Philipp H. Boersch-Supan

British Trust for Ornithology, The Nunnery

J

Jeannine Cavender-Bares

Harvard University Herbaria and Department of Organismic and Evolutionary Biology, Harvard University

M

Mark Blaxter

R

Rebecca Chaplin-Kramer

Global Science, World Wide Fund for Nature

B

Barnabas H. Daru

Department of Biology, Stanford University

A

Adriana De Palma

Biodiversity Futures Lab, Natural History Museum

C

Cristina Eisenberg

Ecocultural Resources

C

Chris S. Elphick

Department of Ecology and Evolutionary Biology and Center of Biological Risk, University of Connecticut

R

Robert P. Freckleton

School of Biosciences, University of Sheffield

W

Winifred F. Frick

Bat Conservation International

A

Andrew Gonzalez

Department of Biology, Group on Earth Observations Biodiversity Observation Network, McGill University Montreal

S

Scott J. Goetz

L

Lior Greenspoon

Department of Plant and Environmental Sciences, Weizmann Institute of Science

C

Christina M. Grozinger

Department of Entomology, Center for Pollinator Research, Huck Institutes of the Life Sciences, The Pennsylvania State University

D

Don L. Hankins

Geography and Environmental Studies, California State University

J

Jonny Hazell

The Royal Society

N

Nick J. B. Isaac

Centre for Ecology & Hydrology Wallingford

M

Marco Lambertini

Nature Positive Initiative Secretariat

H

Harris A. Lewin

The Genome Center, University of California

O

Oisin Mac Aodha

School of Informatics, University of Edinburgh

A

Anil Madhavapeddy

E

EJ Milner-Gulland

Department of Biology, University of Oxford

R

Ron Milo

J

James O’Dwyer

Department of Plant Biology and Carl R. Woese Institute for Genomic Biology, University of Illinois

A

Andy Purvis

N

Nick Salafsky

Foundations of Success

H

Heather Tallis

Center for Coastal Climate Resilience, University of California Santa Cruz

I

Iroro Tanshi

Department of Biology, University of Washington

V

Varsha Vijay

Science Based Targets Network

M

Martin Wikelski

Department of Biology, University of Konstanz

D

David R. Williams

Sustainability Research Institute, University of Leeds

S

S. Hollis Woodard

Department of Entomology, University of California

G

Gene E. Robinson

Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign