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Natural and anthropogenic factors drive large-scale freshwater fish invasions
We analyzed the large-scale drivers of biological invasions using freshwater fish in a Mediterranean country as a test case, and considering the contribution of single species to the overall invasion pattern. Using Boosted Regression Tree (BRT) models, variation partitioning and Redundancy Analysis...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9213492/ https://www.ncbi.nlm.nih.gov/pubmed/35729231 http://dx.doi.org/10.1038/s41598-022-14556-5 |
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author | Milardi, Marco Iemma, Aaron Waite, Ian R. Gavioli, Anna Soana, Elisa Castaldelli, Giuseppe |
author_facet | Milardi, Marco Iemma, Aaron Waite, Ian R. Gavioli, Anna Soana, Elisa Castaldelli, Giuseppe |
author_sort | Milardi, Marco |
collection | PubMed |
description | We analyzed the large-scale drivers of biological invasions using freshwater fish in a Mediterranean country as a test case, and considering the contribution of single species to the overall invasion pattern. Using Boosted Regression Tree (BRT) models, variation partitioning and Redundancy Analysis (RDA), we found that human factors (especially eutrophication) and climate (especially temperature) were significant drivers of overall invasion. Geography was also relevant in BRT and RDA analysis, both at the overall invasion and the single species level. Only variation partitioning suggested that land use was the second most significant driver group, with considerable overlap between different invasion drivers and only land use and human factors standing out for single effects. There was general accordance both between different analyses, and between invasion outcomes at the overall and the species level, as most invasive species share similar ecological traits and prefer lowland river stretches. Human-mediated eutrophication was the most relevant invasion driver, but the role of geography and climate was at least equally important in explaining freshwater fish invasions. Overall, human factors were less prominent than natural factors in driving the spread and prevalence of invasion, and the species spearheading it. |
format | Online Article Text |
id | pubmed-9213492 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92134922022-06-23 Natural and anthropogenic factors drive large-scale freshwater fish invasions Milardi, Marco Iemma, Aaron Waite, Ian R. Gavioli, Anna Soana, Elisa Castaldelli, Giuseppe Sci Rep Article We analyzed the large-scale drivers of biological invasions using freshwater fish in a Mediterranean country as a test case, and considering the contribution of single species to the overall invasion pattern. Using Boosted Regression Tree (BRT) models, variation partitioning and Redundancy Analysis (RDA), we found that human factors (especially eutrophication) and climate (especially temperature) were significant drivers of overall invasion. Geography was also relevant in BRT and RDA analysis, both at the overall invasion and the single species level. Only variation partitioning suggested that land use was the second most significant driver group, with considerable overlap between different invasion drivers and only land use and human factors standing out for single effects. There was general accordance both between different analyses, and between invasion outcomes at the overall and the species level, as most invasive species share similar ecological traits and prefer lowland river stretches. Human-mediated eutrophication was the most relevant invasion driver, but the role of geography and climate was at least equally important in explaining freshwater fish invasions. Overall, human factors were less prominent than natural factors in driving the spread and prevalence of invasion, and the species spearheading it. Nature Publishing Group UK 2022-06-21 /pmc/articles/PMC9213492/ /pubmed/35729231 http://dx.doi.org/10.1038/s41598-022-14556-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Milardi, Marco Iemma, Aaron Waite, Ian R. Gavioli, Anna Soana, Elisa Castaldelli, Giuseppe Natural and anthropogenic factors drive large-scale freshwater fish invasions |
title | Natural and anthropogenic factors drive large-scale freshwater fish invasions |
title_full | Natural and anthropogenic factors drive large-scale freshwater fish invasions |
title_fullStr | Natural and anthropogenic factors drive large-scale freshwater fish invasions |
title_full_unstemmed | Natural and anthropogenic factors drive large-scale freshwater fish invasions |
title_short | Natural and anthropogenic factors drive large-scale freshwater fish invasions |
title_sort | natural and anthropogenic factors drive large-scale freshwater fish invasions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9213492/ https://www.ncbi.nlm.nih.gov/pubmed/35729231 http://dx.doi.org/10.1038/s41598-022-14556-5 |
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