3D ecological niche models outperform 2D in predicting coelacanth (Latimeria spp.) habitat Article Swipe
Emmaline R. Sheahan
,
Hannah L. Owens
,
Robert Guralnick
,
Gavin J. P. Naylor
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.3389/fmars.2025.1521474
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.3389/fmars.2025.1521474
Introduction Discoveries of coelacanth populations off the East African coast and in the Indo-Pacific warrant an analysis of their potential distributions, but the necessary tools to model and project their distributions in 3 dimensions are lacking. Methods Using occurrence records for the West Indian ocean coelacanth, Latimeria chalumnae , we produced 3D and 2D maximum entropy ecological niche models and projected them into the habitat of the Indonesian coelacanth, Latimeria menadoensis . We gauged each model’s success by how well it could predict L. menadoensis presences recorded from submersible observations. Results While the 2D model omitted 33% of occurrences at the most forgiving threshold, the 3D model successfully predicted all occurrences, regardless of threshold level. Discussion Incorporating depth results in improved model accuracy when predicting coelacanth habitat, and projecting into 3 dimensions can give us insights as to where to target future sampling. This 3D modelling framework can help us better understand how marine species are distributed by depth and allow for more targeted conservation management.
Related Topics
Concepts
Ecological niche
Niche
Habitat
Ecology
Fishery
Warrant
Environmental niche modelling
Oceanography
Geography
Geology
Biology
Economics
Financial economics
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3389/fmars.2025.1521474
- https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2025.1521474/pdf
- OA Status
- gold
- Cited By
- 3
- References
- 44
- Related Works
- 10
- OpenAlex ID
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All OpenAlex metadata
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- Title
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3D ecological niche models outperform 2D in predicting coelacanth (Latimeria spp.) habitatWork title
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articleOpenAlex work type
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enPrimary language
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2025Year of publication
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2025-03-06Full publication date if available
- Authors
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Emmaline R. Sheahan, Hannah L. Owens, Robert Guralnick, Gavin J. P. NaylorList of authors in order
- Landing page
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https://doi.org/10.3389/fmars.2025.1521474Publisher landing page
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https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2025.1521474/pdfDirect link to full text PDF
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goldOpen access status per OpenAlex
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https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2025.1521474/pdfDirect OA link when available
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Ecological niche, Niche, Habitat, Ecology, Fishery, Warrant, Environmental niche modelling, Oceanography, Geography, Geology, Biology, Economics, Financial economicsTop concepts (fields/topics) attached by OpenAlex
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10Other works algorithmically related by OpenAlex
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