Nine changes needed to deliver a radical transformation in biodiversity measurement

dc.contributor.authorSutherland, William J.en
dc.contributor.authorBurgess, N. D.en
dc.contributor.authorEdwards, S. V.en
dc.contributor.authorJones, J. P. G.en
dc.contributor.authorSoltis, P. S.en
dc.contributor.authorTilman, D.en
dc.contributor.authorAllen, Julie M.en
dc.contributor.authorAndrianandrasana, H. T.en
dc.contributor.authorArmour, C. J.en
dc.contributor.authorAugust, T.en
dc.contributor.authorBawa, K. S.en
dc.contributor.authorBailey, S.en
dc.contributor.authorBirch, T.en
dc.contributor.authorBoersch-Supan, P. H.en
dc.contributor.authorCavender-Bares, J.en
dc.contributor.authorBlaxter, M.en
dc.contributor.authorChaplin-Kramer, R.en
dc.contributor.authorDaru, B. H.en
dc.contributor.authorDe Palma, A.en
dc.contributor.authorEisenberg, C.en
dc.contributor.authorElphick, C. S.en
dc.contributor.authorFreckleton, R. P.en
dc.contributor.authorFrick, W. F.en
dc.contributor.authorGonzalez, A.en
dc.contributor.authorGoetz, S. J.en
dc.contributor.authorGreenspoon, L.en
dc.contributor.authorGrozingeree, C. M.en
dc.contributor.authorHankins, D. L.en
dc.contributor.authorHazell, J.en
dc.contributor.authorIsaac, N. J. B.en
dc.contributor.authorLambertini, M.en
dc.contributor.authorLewin, H. A.en
dc.contributor.authorAodha, O. M.en
dc.contributor.authorMadhavapeddy, A.en
dc.contributor.authorMilner-Gulland, E. J.en
dc.contributor.authorMilo, R.en
dc.contributor.authorO’Dwyer, J.en
dc.contributor.authorPurvis, A.en
dc.contributor.authorSalafsky, N.en
dc.contributor.authorTallis, H.en
dc.contributor.authorTanshi, I.en
dc.contributor.authorVijay, V.en
dc.contributor.authorWikelski, M.en
dc.contributor.authorWilliams, D. R.en
dc.contributor.authorWoodard, S. H.en
dc.contributor.authorRobinson, G. E.en
dc.date.accessioned2026-03-30T11:59:24Zen
dc.date.available2026-03-30T11:59:24Zen
dc.date.issued2026-03-10en
dc.description.abstractBiodiversity 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.en
dc.description.versionPublished versionen
dc.format.mimetypeapplication/pdfen
dc.identifiere2519345123 (Article number)en
dc.identifier.doihttps://doi.org/10.1073/pnas.2519345123en
dc.identifier.eissn1091-6490en
dc.identifier.issn0027-8424en
dc.identifier.issue10en
dc.identifier.orcidAllen, Julia [0000-0002-7625-3050]en
dc.identifier.pmid41779788en
dc.identifier.urihttps://hdl.handle.net/10919/142423en
dc.identifier.volume123en
dc.language.isoenen
dc.publisherProceedings of the National Academy of Sciencesen
dc.relation.urihttps://www.ncbi.nlm.nih.gov/pubmed/41779788en
dc.rightsCreative Commons Attribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en
dc.subjectAIen
dc.subjectIndigenous Knowledgeen
dc.subjectauditory dataen
dc.subjecteDNAen
dc.subjectimage recognitionen
dc.subject.meshHumansen
dc.subject.meshConservation of Natural Resourcesen
dc.subject.meshEcosystemen
dc.subject.meshBiodiversityen
dc.subject.meshEnvironmental Monitoringen
dc.titleNine changes needed to deliver a radical transformation in biodiversity measurementen
dc.title.serialProceedings of the National Academy of Sciences of the United States of Americaen
dc.typeArticle - Refereeden
dc.type.dcmitypeTexten
dc.type.otherJournal Articleen
pubs.organisational-groupVirginia Techen
pubs.organisational-groupVirginia Tech/Scienceen
pubs.organisational-groupVirginia Tech/Science/Biological Sciencesen
pubs.organisational-groupVirginia Tech/All T&R Facultyen
pubs.organisational-groupVirginia Tech/Science/COS T&R Facultyen

Files

Original bundle
Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
sutherland-et-al-2026-nine-changes.pdf
Size:
446.5 KB
Format:
Adobe Portable Document Format
Description:
Published version
License bundle
Now showing 1 - 1 of 1
Name:
license.txt
Size:
1.5 KB
Format:
Plain Text
Description: