Future Climate Change and Bioclimatic Suitability of Two Endemic Balkan Water Frogs

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Aim: To evaluate the impacts of future climate change on the bioclimatic suitability of two endemic water frogs of the southwestern Balkans, focusing on species- and lineage-level responses and implications for conservation. Location: Southwestern Balkans, including Albania, Greece and Montenegro. Methods: We applied an ensemble bioclimatic suitability modelling framework based on multiple algorithms, using selected bioclimatic predictors to estimate current suitability and to project future distributions under two Shared Socioeconomic Pathways (SSP2-4.5 and SSP5-8.5) for 2050 and 2070. Intraspecific patterns were assessed by integrating mitochondrial lineage data to evaluate stability for both species and lineage levels. Results: Both species are predicted to experience an overall decline in bioclimatic suitability under future climate scenarios, indicating broadly similar responses to climate change. However, the magnitude of these changes differs substantially. Pelophylax shqipericus is predicted to undergo more pronounced range contraction and fragmentation, whereas P. epeiroticus shows relatively higher spatial persistence, with suitable areas remaining primarily in lowland coastal regions. Lineage-level analyses reveal uneven patterns of vulnerability, with greater losses generally affecting phylogenetic lineages occupying more restricted or environmentally sensitive parts of the range. Main Conclusions: Regardless of the differences in their realized bioclimatic niches, both species respond in a similar direction to projected climate change. This suggests that shared climatic constraints outweigh niche differentiation in shaping future distributions. However, differences in the magnitude of response highlight species-specific and lineage-specific sensitivity to environmental change. These findings emphasize the importance of incorporating intraspecific diversity into climate vulnerability assessments and conservation planning in biodiversity hotspots. © 2026 The Author(s). Diversity and Distributions published by John Wiley & Sons Ltd.

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https://rdlopen.rawdatalibrary.net/r/ebyu/10190Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1111/ddi.70246Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorPapežík, Petr
dc.contributor.authorRusinko, Adam
dc.contributor.authorSari, İdris
dc.contributor.authorMikulíček, Peter
dc.contributor.authorBrus, Jan
dc.contributor.authorBenovics, Michal
dc.contributor.authorIannella, Mattia
dc.date.accessioned2026-10-18T20:25:26.878770647Z
dc.date.available2026-10-18T20:25:26.878770647Z
dc.date.issued2026
dc.description.abstractAim: To evaluate the impacts of future climate change on the bioclimatic suitability of two endemic water frogs of the southwestern Balkans, focusing on species- and lineage-level responses and implications for conservation. Location: Southwestern Balkans, including Albania, Greece and Montenegro. Methods: We applied an ensemble bioclimatic suitability modelling framework based on multiple algorithms, using selected bioclimatic predictors to estimate current suitability and to project future distributions under two Shared Socioeconomic Pathways (SSP2-4.5 and SSP5-8.5) for 2050 and 2070. Intraspecific patterns were assessed by integrating mitochondrial lineage data to evaluate stability for both species and lineage levels. Results: Both species are predicted to experience an overall decline in bioclimatic suitability under future climate scenarios, indicating broadly similar responses to climate change. However, the magnitude of these changes differs substantially. Pelophylax shqipericus is predicted to undergo more pronounced range contraction and fragmentation, whereas P. epeiroticus shows relatively higher spatial persistence, with suitable areas remaining primarily in lowland coastal regions. Lineage-level analyses reveal uneven patterns of vulnerability, with greater losses generally affecting phylogenetic lineages occupying more restricted or environmentally sensitive parts of the range. Main Conclusions: Regardless of the differences in their realized bioclimatic niches, both species respond in a similar direction to projected climate change. This suggests that shared climatic constraints outweigh niche differentiation in shaping future distributions. However, differences in the magnitude of response highlight species-specific and lineage-specific sensitivity to environmental change. These findings emphasize the importance of incorporating intraspecific diversity into climate vulnerability assessments and conservation planning in biodiversity hotspots. © 2026 The Author(s). Diversity and Distributions published by John Wiley & Sons Ltd.
dc.description.sponsorshipFunding text 1: This study was supported by the Scientific Grant Agency of the Slovak Republic, Grants No. VEGA 1/0245/23 and 1/0014/24. We sincerely thank M. and M. Lawson for reviewing and improving the English language of the manuscript. We also thank the two anonymous reviewers and the editor for their valuable comments and suggestions, which greatly improved the manuscript. AI Statement: Artificial intelligence (AI) tools were used solely to assist with language editing, including improvements to grammar, readability and writing style. AI was not used for study design, data collection, data analysis, interpretation of results, hypothesis generation, or drawing scientific conclusions. All analyses, interpretations and scientific content presented in this manuscript are the work of the authors. The manuscript was subsequently reviewed and edited by a native English speaker to ensure linguistic accuracy and natural phrasing. The authors carefully reviewed and verified all revisions and take full responsibility for the final content of the manuscript. ; Funding text 2: This study was supported by the Scientific Grant Agency of the Slovak Republic (VEGA), Grants No. 1/0245/23 and 1/0014/24.
dc.identifier.doi10.1111/ddi.70246
dc.identifier.issn1366-9516
dc.identifier.issue9
dc.identifier.scopus2-s2.0-105048710439
dc.identifier.startpagee70246
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/10190
dc.identifier.volume32
dc.language.isoen
dc.publisherJohn Wiley and Sons Inc
dc.relation.ispartofDiversity and Distributions
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectamphibians
dc.subjectBalkan endemics
dc.subjectbioclimatic suitability modelling
dc.subjectPelophylax epeiroticus
dc.subjectPelophylax shqipericus
dc.subjectrange shifts
dc.subjectAlbania
dc.subjectBalkans
dc.subjectGreece
dc.subjectMontenegro
dc.subjectamphibian
dc.subjectbioclimatology
dc.subjectbiodiversity
dc.subjectclimate change
dc.subjectclimate modeling
dc.subjectconservation planning
dc.subjectendemic species
dc.subjectfrog
dc.titleFuture Climate Change and Bioclimatic Suitability of Two Endemic Balkan Water Frogs
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus0
rdl.oa.statusgold
rdl.source.indexSCOPUS