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                <identifier>oai:data.mendeley.com/4dmkztxj55.1</identifier>
                <datestamp>2026-06-12T02:51:35Z</datestamp>
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            <metadata><oai_dc:dc xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
    <dc:creator id="https://orcid.org/0000-0003-0690-8688">Bliss, Desiree</dc:creator>
    <dc:title>Global amphibian climate refugia for amphibians</dc:title>
    <dc:publisher>Mendeley Data</dc:publisher>
    <dc:description>Data associated with the article titled &quot;Global climate refugia for amphibians: a multi-scenario assessment of extinction risk and protected area priorities&quot; (preprint: https://doi.org/10.1101/2024.09.25.615003).

Aim: To delineate global climate refugia for all three amphibian orders using multi-scenario Shared Socioeconomic Pathway (SSPs) projections, identify biogeographic and biome-level patterns of refugia loss, and determine the minimum subset of existing protected areas needed to conserve projected refugia.
Location: Global.
Taxon: Class Amphibia (orders Anura, Caudata, Gymnophiona).
Methods: MaxEnt species distribution models for 4,035 species projected under four SSPs across four time periods (2021-2100) using CMIP6 models MIROC6 and CNRM-CM6-1; refugia calculated as the mean of current and all future projected suitabilities, thresholded at the maximum training sensitivity plus specificity value; results extracted to geographic regions, Udvardy biomes, and the global protected area network; minimum protected area subset identified by optimization.
Results: Refugia area was reduced relative to current suitable area for 2,864-2,959 species dependent on SSP; 136-139 species face complete refugia loss. Caudata and Gymnophiona showed the greatest declines (-29.8 to -37.5%). Only 539 protected areas cover projected refugia for nearly all species. Patterns of refugia loss varied significantly across Udvardy biomes and geographic regions, with tropical and island-locked families disproportionately affected. 
Main conclusions: A targeted subset of the existing protected area network is sufficient to conserve projected refugia for most modeled amphibian species, though climate change will eliminate refugia entirely for 136-139 species irrespective of protection. Species losing all refugia are disproportionately island, high-elevation, and range-restricted endemics with limited dispersal capability, for whom no PA-based solution exists under either climate model. Biogeographic position, dispersal limitation, and life-history traits predict family-level vulnerability. These findings provide a spatially explicit global framework for amphibian refugia conservation.</dc:description>
    <dc:subject>Ecology</dc:subject>
    <dc:subject>Ecological Modeling</dc:subject>
    <dc:subject>Amphibian</dc:subject>
    <dc:subject>Biogeography in Global Change</dc:subject>
    <dc:subject>Biogeography</dc:subject>
    <dc:subject>Climate Change</dc:subject>
    <dc:contributor id="https://orcid.org/0000-0003-1093-677X">Borzée, Amaël</dc:contributor>
    <dc:contributor id="https://orcid.org/0000-0002-7213-7319">Jang, Yikweon</dc:contributor>
    <dc:type>Dataset</dc:type>
    <dc:identifier>doi:10.17632/4dmkztxj55.1</dc:identifier>
    <dc:identifier>oai:data.mendeley.com/4dmkztxj55.1</dc:identifier>
    <dc:rights>Creative Commons Attribution 4.0 International</dc:rights>
    <dc:rights>http://creativecommons.org/licenses/by/4.0</dc:rights>
    <dc:relation>https://data.mendeley.com/datasets/4dmkztxj55</dc:relation>
    <dc:date>2026-06-12T02:51:35Z</dc:date>
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