Pet distribution modelling : Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas

Detalhes bibliográficos
Autor(a) principal: Fonseca, Érica
Data de Publicação: 2021
Outros Autores: Both, Camila Chiamenti, Cechin, Sonia T. Zanini, Winck, Gisele
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRGS
Texto Completo: http://hdl.handle.net/10183/233692
Resumo: 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 humandriven). 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.
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spelling Fonseca, ÉricaBoth, Camila ChiamentiCechin, Sonia T. ZaniniWinck, Gisele2022-01-05T04:28:06Z20211932-6203http://hdl.handle.net/10183/233692001133905Human 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 humandriven). 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.application/pdfengPloS one. San Francisco. Vol. 16, no. 11 (Nov. 2021), e0259626, 12 p.Trachemys dorbigniEspécies invasorasBiologia marinhaAméricaPet distribution modelling : Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the AmericasEstrangeiroinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001133905.pdf.txt001133905.pdf.txtExtracted Texttext/plain46421http://www.lume.ufrgs.br/bitstream/10183/233692/2/001133905.pdf.txt02d6b9da104c0de00129a4363dc70796MD52ORIGINAL001133905.pdfTexto completo (inglês)application/pdf1064308http://www.lume.ufrgs.br/bitstream/10183/233692/1/001133905.pdfcd3c7e5b243d4d189e91991382fe1e9bMD5110183/2336922023-09-24 03:36:58.225682oai:www.lume.ufrgs.br:10183/233692Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2023-09-24T06:36:58Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv 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
spellingShingle Pet distribution modelling : Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas
Fonseca, Érica
Trachemys dorbigni
Espécies invasoras
Biologia marinha
América
title_short 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_sort Pet distribution modelling : Untangling the invasive potential of Trachemys dorbigni (Emydidae) in the Americas
author Fonseca, Érica
author_facet Fonseca, Érica
Both, Camila Chiamenti
Cechin, Sonia T. Zanini
Winck, Gisele
author_role author
author2 Both, Camila Chiamenti
Cechin, Sonia T. Zanini
Winck, Gisele
author2_role author
author
author
dc.contributor.author.fl_str_mv Fonseca, Érica
Both, Camila Chiamenti
Cechin, Sonia T. Zanini
Winck, Gisele
dc.subject.por.fl_str_mv Trachemys dorbigni
Espécies invasoras
Biologia marinha
América
topic Trachemys dorbigni
Espécies invasoras
Biologia marinha
América
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 humandriven). 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.
publishDate 2021
dc.date.issued.fl_str_mv 2021
dc.date.accessioned.fl_str_mv 2022-01-05T04:28:06Z
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dc.relation.ispartof.pt_BR.fl_str_mv PloS one. San Francisco. Vol. 16, no. 11 (Nov. 2021), e0259626, 12 p.
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