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 in | PloS one Vol. 9; no. 3; p. e91994 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
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. |
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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 |
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Author_xml | – sequence: 1 givenname: Tiberiu C surname: Sahlean fullname: Sahlean, Tiberiu C organization: Faculty of Biology, University of Bucharest, Bucharest, Romania; Department of Terrestrial Fauna, "Grigore Antipa" National Museum of Natural History, Bucharest, Romania – sequence: 2 givenname: Iulian surname: Gherghel fullname: Gherghel, Iulian organization: Department of Zoology, Oklahoma State University, Stillwater, Oklahoma, United States of America – sequence: 3 givenname: Monica surname: Papeş fullname: Papeş, Monica organization: Department of Zoology, Oklahoma State University, Stillwater, Oklahoma, United States of America – sequence: 4 givenname: Alexandru surname: Strugariu fullname: Strugariu, Alexandru organization: Faculty of Biology, "Alexandru Ioan Cuza" University, Iaşi, Romania – sequence: 5 givenname: Ştefan R 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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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 |
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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. |
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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 |
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