Evidence map›Paper›PMID 42453811›Full record

ArticleLandscape ecology2026

Regional land use and land-use intensity effects on vertebrate biodiversity across Europe identified using species distribution models.

Sophie Jane Tudge, Adrienne Etard, Zoe M Harris, Adriana De Palma, Martin Jung

Abstract read
In one paragraph

Article in Landscape ecology, 2026. 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.

Sophie Jane TudgeBiodiversity, Ecology, and Conservation Research Group, International Institute for Applied Systems Analysis, Schlossplatz 1, AT 2361 Laxenburg, Austria.ORCID 0000-0002-0447-9448
Adrienne EtardBiodiversity, Ecology, and Conservation Research Group, International Institute for Applied Systems Analysis, Schlossplatz 1, AT 2361 Laxenburg, Austria.ORCID 0000-0002-1700-2972
Zoe M HarrisFaculty of Engineering and Physical Sciences, Centre for Environment and Sustainability, University of Surrey, Guildford, GU2 7XH UK.ORCID 0000-0003-2976-6379
Adriana De PalmaBiodiversity Futures Lab, Research Department, Natural History Museum, London, SW7 5HD UK.ORCID 0000-0002-5345-4917
Martin JungBiodiversity, Ecology, and Conservation Research Group, International Institute for Applied Systems Analysis, Schlossplatz 1, AT 2361 Laxenburg, Austria.ORCID 0000-0002-7569-1390

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Context: Land-use change and intensification are major drivers of biodiversity loss. However, estimates of the effects of land use and land-use intensity on biodiversity on broad spatial scales rarely account for species-specific responses across large areas, instead averaging effects on local assemblages. Current understanding of biodiversity effects on broad spatial scales is therefore limited. Objective: To investigate the broad-scale effects of land use and land-use intensity on habitat suitability for cropland and forest vertebrates throughout their contemporary ranges in Europe. To summarise regional-scale effects on vertebrate biodiversity patterns in Europe by synthesising the effects on range-wide habitat suitability for individual species. Methods: Cropland and forest vertebrate occurrence records and geographic range estimates were combined with a European land-systems map. Species distribution models (SDMs) were used to estimate the effects of land use and land-use intensity on habitat suitability on a landscape scale throughout species' ranges. Linear coefficients were specified to keep models interpretable, avoid overfitting and facilitate the use of priors based on expert knowledge. Regional-scale effects were explored for species groups based on habitat preferences, taxonomic groups and range sizes. Results: Land use and land-use intensity significantly affected cropland and forest vertebrate habitat suitability on a landscape scale across Europe. The effects of land use and land-use intensity on habitat suitability varied among species groups. Land‑use intensification and urbanisation disproportionately favoured more widespread species. Conclusions: Landscape-scale land use and land-use intensity help shape regional biodiversity patterns across Europe via their influence on habitat suitability throughout species' contemporary ranges. Supplementary Information: The online version contains supplementary material available at 10.1007/s10980-026-02379-y.

Indexed as

EuropeHabitat suitabilityLand useLand-use intensitySpecies distribution modelVertebrate

Identifiers

PMID42453811
PMCPMC13364868

What OpenQuestion holds

Textmetadata
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.