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The Gulf toadfish goes south: assessing the potential habitat suitability of Opsanus beta in response to climate change

dc.contributor.authorda Costa, João Henrique Alliprandini [UNESP]
dc.contributor.authorSouza, Ursulla Pereira
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.contributor.institutionUniversidade Santa Cecília
dc.date.accessioned2025-04-29T20:05:59Z
dc.date.issued2023-03-22
dc.description.abstractClimate change can directly influence invasive species range, and may reflect in greater habitat suitability, consequently increasing losses in native biodiversity. Habitat suitability modelling can help identify priority areas for conservation and rapid response for invasive taxa. This study aimed to model the habitat suitability of Opsanus beta, an invasive fish species, in South America under current and future climate change scenarios. Three modelling techniques, Generalized Linear Model (GLM), Maximum Entropy Algorithm (Maxent), and Random Forest (RF), were applied, and their results were compared and then put together in an Ensemble model to visualize habitat suitability. We found that the current habitat suitability of O. beta in South America is relatively low, with its occurrences mostly related to coastal port areas, suggesting that the species was introduced from ballast water. The increase in mean temperature at mean depth and temperature range were the most relevant variables influencing the species habitat suitability. The gradual increase in habitat suitability for the 2100 climate change scenarios, particularly in more severe climate change scenarios, such as the RCP 8.5, was also observed. The study highlights the critical need to use habitat suitability models to mitigate the impact of future climate change scenarios on invasive species. The findings call for preventive measures to be taken in time to prepare areas that may become the target of dispersal and establishment of O. beta.en
dc.description.affiliationLaboratório de Ecofisiologia e Toxicologia Aquática Universidade Estadual Paulista “Júlio de Mesquita Filho”, Praça Infante Dom Henrique, s/n, São Paulo
dc.description.affiliationLaboratório de Biologia de Organismos Marinhos e Costeiros Universidade Santa Cecília, São Paulo
dc.description.affiliationUnespLaboratório de Ecofisiologia e Toxicologia Aquática Universidade Estadual Paulista “Júlio de Mesquita Filho”, Praça Infante Dom Henrique, s/n, São Paulo
dc.identifierhttp://dx.doi.org/10.4025/actascibiolsci.v45i1.68519
dc.identifier.citationActa Scientiarum - Biological Sciences, v. 45.
dc.identifier.dimensionspub.1166254743
dc.identifier.doi10.4025/actascibiolsci.v45i1.68519
dc.identifier.issn1807-863X
dc.identifier.issn1679-9283
dc.identifier.orcid0000-0001-7594-6819
dc.identifier.orcid0000-0002-3857-7222
dc.identifier.scopus2-s2.0-85178891969
dc.identifier.urihttps://hdl.handle.net/11449/306328
dc.language.isoeng
dc.publisherUniversidade Estadual de Maringa
dc.relation.ispartofActa Scientiarum - Biological Sciences
dc.rights.accessRightsAcesso abertopt
dc.rights.sourceRightsoa_all
dc.rights.sourceRightsgold
dc.sourceScopus
dc.sourceDimensions
dc.subjectconservation
dc.subjectensemble model
dc.subjectinvasive species
dc.subjectSouth America
dc.titleThe Gulf toadfish goes south: assessing the potential habitat suitability of Opsanus beta in response to climate changeen
dc.typeArtigopt
dspace.entity.typePublication

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