Evidence map›Paper›PMID 40881163›Full record

ReviewLandscape ecology2025

Not just species recording: the potential of citizen science for habitat monitoring.

Ailidh E Barnes, Michael J O Pocock, Maddie M Harris, Niki Newton, Robert A Robinson

Abstract readReview
In one paragraph

Review in Landscape ecology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Ailidh E BarnesBritish Trust for Ornithology, The Nunnery, Thetford, Norfolk, IP24 2PU USA.ORCID https://orcid.org/0000-0002-0510-3100
Michael J O PocockUK Centre for Ecology and Hydrology, Crowmarsh Gifford, Wallingford, Oxfordshire OX10 8BB UK.ORCID https://orcid.org/0000-0003-4375-0445
Maddie M HarrisJoint Nature Conservation Committee, Quay House, 2 East Station Road, Fletton Quays, Peterborough, PE2 8YY UK.ORCID https://orcid.org/0009-0003-9252-6463
Niki NewtonJoint Nature Conservation Committee, Quay House, 2 East Station Road, Fletton Quays, Peterborough, PE2 8YY UK.
Robert A RobinsonBritish Trust for Ornithology, The Nunnery, Thetford, Norfolk, IP24 2PU USA.ORCID https://orcid.org/0000-0003-0504-9906

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Context: Reversing the global biodiversity crisis requires not only conservation and management of species, but the habitats in which they live. While there is a long history of biodiversity recording by volunteers, at least in Europe, information on habitats is less frequently recorded. Habitat data is needed to map and monitor habitat extent and condition; to train and validate earth observation (EO) data; and to explain biodiversity change. The complexity of habitat classifications means that it is challenging to record habitat well, but citizen science provides diverse opportunities to improve the range and scale of habitat recording. Objectives/Methods: We reviewed how citizen science can complement surveys by professionals and EO for habitat recording, and discuss its opportunities and challenges. We summarised a survey of 458 volunteer biodiversity recorders asked about their interest in and barriers to recording habitat. From this we developed a framework of questions to design citizen science that is appropriate and effective for habitat recording. Results/Conclusions: We found that existing biodiversity recorders were willing to consider habitat recording, but many lacked confidence and some lacked motivation. Our framework of six questions addresses the interplay between volunteer motivation and confidence, and data accuracy. It highlighted design considerations such as clarity of purpose, cost to volunteers, protocol complexity and scale of sampling. This impacts the training and support required by volunteers. Building this understanding into citizen science design enables us to develop activities that meet the needs for habitat data for monitoring, EO validation and research. Supplementary Information: The online version contains supplementary material available at 10.1007/s10980-025-02155-4.

Indexed as

Biodiversity recordingCitizen ScienceEarth ObservationHabitat

Identifiers

PMID40881163
PMCPMC12380648

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.