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Pet distribution modelling: Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas
Human activities have been changing the global biogeographic patterns by the introductions of invasive species. For reptiles, the invasion rate increase of non-native species is remarkably related to the pet trade, especially for freshwater turtles. Here we estimated the invasive potential of the So...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8584657/ https://www.ncbi.nlm.nih.gov/pubmed/34762709 http://dx.doi.org/10.1371/journal.pone.0259626 |
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author | Fonseca, Érica Both, Camila Cechin, Sonia Zanini Winck, Gisele |
author_facet | Fonseca, Érica Both, Camila Cechin, Sonia Zanini Winck, Gisele |
author_sort | Fonseca, Érica |
collection | PubMed |
description | Human activities have been changing the global biogeographic patterns by the introductions of invasive species. For reptiles, the invasion rate increase of non-native species is remarkably related to the pet trade, especially for freshwater turtles. Here we estimated the invasive potential of the South American turtle Trachemys dorbigni in the Americas using a combination of climatic and human activity variables. We built species distribution models based on data from the native and invasive ranges, using the ensemble model from five different algorithms (GAM, MAXENT, BRT, RF and GBM). We compared the two models’ performance and predictions, one calibrated with only climatic variables (climate-driven), and the second also included a descriptive variable of human activity (climate plus human-driven). Suitable areas for T. dorbigni covered occurrence areas of its congeners and highly diversified ecoregions, such as the eastern USA, the islands of Central America, and the south eastern and eastern Brazilian coast. Our results indicate that human activities allow T. dorbigni to establish populations outside of its original climatic niche. Including human activity variables proved fundamental to refining the results to identify more susceptible areas to invasion and to allow the efficient targeting of prevention measures. Finally, we suggested a set of actions to prevent T. dorbigni becoming a highly impacting species in the areas identified as more prone to its invasion. |
format | Online Article Text |
id | pubmed-8584657 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-85846572021-11-12 Pet distribution modelling: Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas Fonseca, Érica Both, Camila Cechin, Sonia Zanini Winck, Gisele PLoS One Research Article Human activities have been changing the global biogeographic patterns by the introductions of invasive species. For reptiles, the invasion rate increase of non-native species is remarkably related to the pet trade, especially for freshwater turtles. Here we estimated the invasive potential of the South American turtle Trachemys dorbigni in the Americas using a combination of climatic and human activity variables. We built species distribution models based on data from the native and invasive ranges, using the ensemble model from five different algorithms (GAM, MAXENT, BRT, RF and GBM). We compared the two models’ performance and predictions, one calibrated with only climatic variables (climate-driven), and the second also included a descriptive variable of human activity (climate plus human-driven). Suitable areas for T. dorbigni covered occurrence areas of its congeners and highly diversified ecoregions, such as the eastern USA, the islands of Central America, and the south eastern and eastern Brazilian coast. Our results indicate that human activities allow T. dorbigni to establish populations outside of its original climatic niche. Including human activity variables proved fundamental to refining the results to identify more susceptible areas to invasion and to allow the efficient targeting of prevention measures. Finally, we suggested a set of actions to prevent T. dorbigni becoming a highly impacting species in the areas identified as more prone to its invasion. Public Library of Science 2021-11-11 /pmc/articles/PMC8584657/ /pubmed/34762709 http://dx.doi.org/10.1371/journal.pone.0259626 Text en © 2021 Fonseca et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Fonseca, Érica Both, Camila Cechin, Sonia Zanini Winck, Gisele Pet distribution modelling: Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas |
title | Pet distribution modelling: Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas |
title_full | Pet distribution modelling: Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas |
title_fullStr | Pet distribution modelling: Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas |
title_full_unstemmed | Pet distribution modelling: Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas |
title_short | Pet distribution modelling: Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas |
title_sort | pet distribution modelling: untangling the invasive potential of trachemys dorbigni (emydidae) in the americas |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8584657/ https://www.ncbi.nlm.nih.gov/pubmed/34762709 http://dx.doi.org/10.1371/journal.pone.0259626 |
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