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Unraveling climate influences on the distribution of the parapatric newts Lissotriton vulgaris meridionalis and L. italicus
BACKGROUND: Climate is often considered as a key ecological factor limiting the capability of expansion of most species and the extent of suitable habitats. In this contribution, we implement Species Distribution Models (SDMs) to study two parapatric amphibians, Lissotriton vulgaris meridionalis and...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5727953/ https://www.ncbi.nlm.nih.gov/pubmed/29255477 http://dx.doi.org/10.1186/s12983-017-0239-4 |
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author | Iannella, Mattia Cerasoli, Francesco Biondi, Maurizio |
author_facet | Iannella, Mattia Cerasoli, Francesco Biondi, Maurizio |
author_sort | Iannella, Mattia |
collection | PubMed |
description | BACKGROUND: Climate is often considered as a key ecological factor limiting the capability of expansion of most species and the extent of suitable habitats. In this contribution, we implement Species Distribution Models (SDMs) to study two parapatric amphibians, Lissotriton vulgaris meridionalis and L. italicus, investigating if and how climate has influenced their present and past (Last Glacial Maximum and Holocene) distributions. A database of 901 GPS presence records was generated for the two newts. SDMs were built through Boosted Regression Trees and Maxent, using the Worldclim bioclimatic variables as predictors. RESULTS: Precipitation-linked variables and the temperature annual range strongly influence the current occurrence patterns of the two Lissotriton species analyzed. The two newts show opposite responses to the most contributing variables, such as BIO7 (temperature annual range), BIO12 (annual precipitation), BIO17 (precipitation of the driest quarter) and BIO19 (precipitation of the coldest quarter). The hypothesis of climate influencing the distributions of these species is also supported by the fact that the co-occurrences within the sympatric area fall in localities characterized by intermediate values of these predictors. Projections to the Last Glacial Maximum and Holocene scenarios provided a coherent representation of climate influences on the past distributions of the target species. Computation of pairwise variables interactions and the discriminant analysis allowed a deeper interpretation of SDMs’ outputs. Further, we propose a multivariate environmental dissimilarity index (MEDI), derived through a transformation of the multivariate environmental similarity surface (MESS), to deal with extrapolation-linked uncertainties in model projections to past climate. Finally, the niche equivalency and niche similarity tests confirmed the link between SDMs outputs and actual differences in the ecological niches of the two species. CONCLUSIONS: The different responses of the two species to climatic factors have significantly contributed to shape their current distribution, through contractions, expansions and shifts over time, allowing to maintain two wide allopatric areas with an area of sympatry in Central Italy. Moreover, our SDMs hindcasting shows many concordances with previous phylogeographic studies carried out on the same species, thus corroborating the scenarios of potential distribution during the Last Glacial Maximum and the Holocene emerging from the models obtained. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12983-017-0239-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5727953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-57279532017-12-18 Unraveling climate influences on the distribution of the parapatric newts Lissotriton vulgaris meridionalis and L. italicus Iannella, Mattia Cerasoli, Francesco Biondi, Maurizio Front Zool Research BACKGROUND: Climate is often considered as a key ecological factor limiting the capability of expansion of most species and the extent of suitable habitats. In this contribution, we implement Species Distribution Models (SDMs) to study two parapatric amphibians, Lissotriton vulgaris meridionalis and L. italicus, investigating if and how climate has influenced their present and past (Last Glacial Maximum and Holocene) distributions. A database of 901 GPS presence records was generated for the two newts. SDMs were built through Boosted Regression Trees and Maxent, using the Worldclim bioclimatic variables as predictors. RESULTS: Precipitation-linked variables and the temperature annual range strongly influence the current occurrence patterns of the two Lissotriton species analyzed. The two newts show opposite responses to the most contributing variables, such as BIO7 (temperature annual range), BIO12 (annual precipitation), BIO17 (precipitation of the driest quarter) and BIO19 (precipitation of the coldest quarter). The hypothesis of climate influencing the distributions of these species is also supported by the fact that the co-occurrences within the sympatric area fall in localities characterized by intermediate values of these predictors. Projections to the Last Glacial Maximum and Holocene scenarios provided a coherent representation of climate influences on the past distributions of the target species. Computation of pairwise variables interactions and the discriminant analysis allowed a deeper interpretation of SDMs’ outputs. Further, we propose a multivariate environmental dissimilarity index (MEDI), derived through a transformation of the multivariate environmental similarity surface (MESS), to deal with extrapolation-linked uncertainties in model projections to past climate. Finally, the niche equivalency and niche similarity tests confirmed the link between SDMs outputs and actual differences in the ecological niches of the two species. CONCLUSIONS: The different responses of the two species to climatic factors have significantly contributed to shape their current distribution, through contractions, expansions and shifts over time, allowing to maintain two wide allopatric areas with an area of sympatry in Central Italy. Moreover, our SDMs hindcasting shows many concordances with previous phylogeographic studies carried out on the same species, thus corroborating the scenarios of potential distribution during the Last Glacial Maximum and the Holocene emerging from the models obtained. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12983-017-0239-4) contains supplementary material, which is available to authorized users. BioMed Central 2017-12-12 /pmc/articles/PMC5727953/ /pubmed/29255477 http://dx.doi.org/10.1186/s12983-017-0239-4 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Iannella, Mattia Cerasoli, Francesco Biondi, Maurizio Unraveling climate influences on the distribution of the parapatric newts Lissotriton vulgaris meridionalis and L. italicus |
title | Unraveling climate influences on the distribution of the parapatric newts Lissotriton vulgaris meridionalis and L. italicus |
title_full | Unraveling climate influences on the distribution of the parapatric newts Lissotriton vulgaris meridionalis and L. italicus |
title_fullStr | Unraveling climate influences on the distribution of the parapatric newts Lissotriton vulgaris meridionalis and L. italicus |
title_full_unstemmed | Unraveling climate influences on the distribution of the parapatric newts Lissotriton vulgaris meridionalis and L. italicus |
title_short | Unraveling climate influences on the distribution of the parapatric newts Lissotriton vulgaris meridionalis and L. italicus |
title_sort | unraveling climate influences on the distribution of the parapatric newts lissotriton vulgaris meridionalis and l. italicus |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5727953/ https://www.ncbi.nlm.nih.gov/pubmed/29255477 http://dx.doi.org/10.1186/s12983-017-0239-4 |
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