Refining climate change projections for organisms with low dispersal abilities: a case study of the Caspian whip snake

Climate warming is one of the most important threats to biodiversity. Ectothermic organisms such as amphibians and reptiles are especially vulnerable as climatic conditions affect them directly. Ecological niche models (ENMs) are increasingly popular in ecological studies, but several drawbacks exis...

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Published inPloS one Vol. 9; no. 3; p. e91994
Main Authors Sahlean, Tiberiu C, Gherghel, Iulian, Papeş, Monica, Strugariu, Alexandru, Zamfirescu, Ştefan R
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 26.03.2014
Public Library of Science (PLoS)
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Abstract Climate warming is one of the most important threats to biodiversity. Ectothermic organisms such as amphibians and reptiles are especially vulnerable as climatic conditions affect them directly. Ecological niche models (ENMs) are increasingly popular in ecological studies, but several drawbacks exist, including the limited ability to account for the dispersal potential of the species. In this study, we use ENMs to explore the impact of global climate change on the Caspian whip snake (Dolichophis caspius) as model for organisms with low dispersal abilities and to quantify dispersal to novel areas using GIS techniques. Models generated using Maxent 3.3.3 k and GARP for current distribution were projected on future climatic scenarios. A cost-distance analysis was run in ArcGIS 10 using geomorphological features, ecological conditions, and human footprint as "costs" to dispersal of the species to obtain a Maximum Dispersal Range (MDR) estimate. All models developed were statistically significant (P<0.05) and recovered the currently known distribution of D. caspius. Models projected on future climatic conditions using Maxent predicted a doubling of suitable climatic area, while GARP predicted a more conservative expansion. Both models agreed on an expansion of suitable area northwards, with minor decreases at the southern distribution limit. The MDR area calculated using the Maxent model represented a third of the total area of the projected model. The MDR based on GARP models recovered only about 20% of the total area of the projected model. Thus, incorporating measures of species' dispersal abilities greatly reduced estimated area of potential future distributions.
AbstractList Climate warming is one of the most important threats to biodiversity. Ectothermic organisms such as amphibians and reptiles are especially vulnerable as climatic conditions affect them directly. Ecological niche models (ENMs) are increasingly popular in ecological studies, but several drawbacks exist, including the limited ability to account for the dispersal potential of the species. In this study, we use ENMs to explore the impact of global climate change on the Caspian whip snake (Dolichophis caspius) as model for organisms with low dispersal abilities and to quantify dispersal to novel areas using GIS techniques. Models generated using Maxent 3.3.3 k and GARP for current distribution were projected on future climatic scenarios. A cost-distance analysis was run in ArcGIS 10 using geomorphological features, ecological conditions, and human footprint as "costs" to dispersal of the species to obtain a Maximum Dispersal Range (MDR) estimate. All models developed were statistically significant (P<0.05) and recovered the currently known distribution of D. caspius. Models projected on future climatic conditions using Maxent predicted a doubling of suitable climatic area, while GARP predicted a more conservative expansion. Both models agreed on an expansion of suitable area northwards, with minor decreases at the southern distribution limit. The MDR area calculated using the Maxent model represented a third of the total area of the projected model. The MDR based on GARP models recovered only about 20% of the total area of the projected model. Thus, incorporating measures of species' dispersal abilities greatly reduced estimated area of potential future distributions.
Climate warming is one of the most important threats to biodiversity. Ectothermic organisms such as amphibians and reptiles are especially vulnerable as climatic conditions affect them directly. Ecological niche models (ENMs) are increasingly popular in ecological studies, but several drawbacks exist, including the limited ability to account for the dispersal potential of the species. In this study, we use ENMs to explore the impact of global climate change on the Caspian whip snake ( Dolichophis caspius ) as model for organisms with low dispersal abilities and to quantify dispersal to novel areas using GIS techniques. Models generated using Maxent 3.3.3 k and GARP for current distribution were projected on future climatic scenarios. A cost-distance analysis was run in ArcGIS 10 using geomorphological features, ecological conditions, and human footprint as “costs” to dispersal of the species to obtain a Maximum Dispersal Range (MDR) estimate. All models developed were statistically significant ( P <0.05) and recovered the currently known distribution of D. caspius . Models projected on future climatic conditions using Maxent predicted a doubling of suitable climatic area, while GARP predicted a more conservative expansion. Both models agreed on an expansion of suitable area northwards, with minor decreases at the southern distribution limit. The MDR area calculated using the Maxent model represented a third of the total area of the projected model. The MDR based on GARP models recovered only about 20% of the total area of the projected model. Thus, incorporating measures of species’ dispersal abilities greatly reduced estimated area of potential future distributions.
Audience Academic
Author Strugariu, Alexandru
Gherghel, Iulian
Papeş, Monica
Sahlean, Tiberiu C
Zamfirescu, Ştefan R
AuthorAffiliation 1 Faculty of Biology, University of Bucharest, Bucharest, Romania
2 Department of Terrestrial Fauna, “Grigore Antipa” National Museum of Natural History, Bucharest, Romania
3 Department of Zoology, Oklahoma State University, Stillwater, Oklahoma, United States of America
4 Faculty of Biology, “Alexandru Ioan Cuza” University, Iaşi, Romania
The Ohio State University, United States of America
AuthorAffiliation_xml – name: The Ohio State University, United States of America
– name: 3 Department of Zoology, Oklahoma State University, Stillwater, Oklahoma, United States of America
– name: 2 Department of Terrestrial Fauna, “Grigore Antipa” National Museum of Natural History, Bucharest, Romania
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  organization: Faculty of Biology, University of Bucharest, Bucharest, Romania; Department of Terrestrial Fauna, "Grigore Antipa" National Museum of Natural History, Bucharest, Romania
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  surname: Zamfirescu
  fullname: Zamfirescu, Ştefan R
  organization: Faculty of Biology, "Alexandru Ioan Cuza" University, Iaşi, Romania
BackLink https://www.ncbi.nlm.nih.gov/pubmed/24670422$$D View this record in MEDLINE/PubMed
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ContentType Journal Article
Copyright COPYRIGHT 2014 Public Library of Science
2014 Sahlean et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2014 Sahlean et al 2014 Sahlean et al
Copyright_xml – notice: COPYRIGHT 2014 Public Library of Science
– notice: 2014 Sahlean et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2014 Sahlean et al 2014 Sahlean et al
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Notes Competing Interests: The authors have declared that no competing interests exist.
Conceived and designed the experiments: IG TCS MP AS SRZ. Performed the experiments: IG MP. Analyzed the data: IG TCS MP. Contributed reagents/materials/analysis tools: MP SRZ. Wrote the paper: IG TCS MP AS SRZ. Proofread and edit the manuscript: TCS MP IG AS SRZ. Literature review: TCS IG. Georeferenced the locality data: TCS.
OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3966777/
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Snippet Climate warming is one of the most important threats to biodiversity. Ectothermic organisms such as amphibians and reptiles are especially vulnerable as...
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StartPage e91994
SubjectTerms Algorithms
Amphibia
Amphibians
Analysis
Animal Distribution
Animals
Biodiversity
Biology and Life Sciences
Case reports
Case studies
Climate Change
Climate models
Climatic analysis
Climatic conditions
Cost analysis
Current distribution
Dispersal
Dispersion
Earth Sciences
Ecological conditions
Ecological monitoring
Ecological niches
Ecological studies
Ecology
Ecology and Environmental Sciences
Ecosystem
Endangered & extinct species
Forecasting
Geographic information systems
Geomorphology
Global climate
Global temperature changes
Global warming
Models, Biological
Niches (Ecology)
Organisms
Population Dynamics
Reptiles
Reptiles & amphibians
Snakes
Snakes - physiology
Species
Statistical analysis
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Title Refining climate change projections for organisms with low dispersal abilities: a case study of the Caspian whip snake
URI https://www.ncbi.nlm.nih.gov/pubmed/24670422
https://www.proquest.com/docview/1510500425
https://pubmed.ncbi.nlm.nih.gov/PMC3966777
https://doaj.org/article/bbc47a3f95024b5faa0aa9234d6b87eb
http://dx.doi.org/10.1371/journal.pone.0091994
Volume 9
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