Evidence map›Paper›PMID 41982402›Full record

ArticleEcology and evolution2026

Enhancing Species Distribution Models by Considering Dispersal Ability.

Mengge Duan, Jiahua Xing, Xiudeng Zheng, Chaodong Zhu, Huijie Qiao

Abstract read
In one paragraph

Article in Ecology and evolution, 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.

Mengge DuanState Key Laboratory of Animal Biodiversity Conservation and Integrated Pest Management, Institute of Zoology, Chinese Academy of Sciences Beijing China.
Jiahua XingLab of Animal Behavior and Conservation, School of Life Sciences Nanjing University Nanjing China.
Xiudeng ZhengState Key Laboratory of Animal Biodiversity Conservation and Integrated Pest Management, Institute of Zoology, Chinese Academy of Sciences Beijing China.
Chaodong ZhuState Key Laboratory of Animal Biodiversity Conservation and Integrated Pest Management, Institute of Zoology, Chinese Academy of Sciences Beijing China.ORCID https://orcid.org/0000-0002-9347-3178
Huijie QiaoState Key Laboratory of Animal Biodiversity Conservation and Integrated Pest Management, Institute of Zoology, Chinese Academy of Sciences Beijing China.ORCID https://orcid.org/0000-0002-5345-6234

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Climate change is driving shifts in species' geographic ranges, and understanding these changes is critical for effective biodiversity conservation. Species Distribution Models (SDMs) are widely used to predict the potential distribution of a given species under climate change. However, most studies focus solely on shifts in suitable habitats without considering whether species can reach these areas within a relevant timeframe. This omission often results in overestimation of future distributions and underestimation of extinction risk. Here, we designed an experiment to assess the impact of dispersal constraints on SDM predictions using 10 species with varying dispersal abilities. We compared the potential future distribution of species under two scenarios: the first, incorporating their dispersal ability and the second, assuming unlimited dispersal. Our results demonstrate that ignoring dispersal leads to an overprediction of suitable habitats for species, which may result in underestimating species extinction risk or overestimating the risk of range expansions by invasive species. This underscores the critical need to integrate dispersal dynamics into SDMs to enhance the accuracy of biodiversity projections. By incorporating realistic movement constraints, SDMs can provide more reliable predictions, leading to improved conservation planning, better management of invasive species, and more effective biodiversity conservation efforts under climate change.

Indexed as

climate changedispersal capabilitydispersal constrainthabitat projectionspecies distribution modelunderestimate risk

Identifiers

PMID41982402
PMCPMC13071756

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.