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The Importance of Including Spatial Autocorrelation When Modelling Species Richness in Archipelagos: A Bayesian Approach

dc.contributor.authorBarros, Diogo Duarte
dc.contributor.authorM.L., Mathias
dc.contributor.authorBorges, Paulo A. V.
dc.contributor.authorBorda-de-Água, Luís
dc.date.accessioned2024-01-12T11:07:42Z
dc.date.available2024-01-12T11:07:42Z
dc.date.issued2023-01-17
dc.description.abstractABSTRACT: One of the aims of island biogeography theory is to explain the number of species in an archipelago. Traditionally, the variables used to explain the species richness on an island are its area and distance to the mainland. However, increasing evidence suggests that accounting for other variables is essential for better estimates. In particular, the distance between islands should play a role in determining species richness. This work uses a Bayesian framework using Gaussian processes to assess whether distance to neighbouring islands (spatial autocorrelation) can better explain arthropod species richness patterns in the Azores Archipelago and in the Canary Islands. This method is flexible and allows the inclusion of other variables, such as maximum altitude above sea level (elevation). The results show that accounting for spatial autocorrelation provides the best results for both archipelagos, but overall, spatial autocorrelation seems to be more important in the Canary archipelago. Similarly, elevation plays a more important role in determining species richness in the Canary Islands. We recommend that spatial autocorrelation should always be considered when modelling an archipelago’s species richness.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationBarros, D. D., Mathias, M. L., Borges, P. A. V., & Borda-de-Água, L. (2023). The importance of including spatial autocorrelation when modelling species richness in archipelagos: a Bayesian approach. “Diversity”, 15(2), 127. DOI:10.3390/d15020127 (IF2021 3,031; Q3 Ecology)pt_PT
dc.identifier.doi10.3390/d15020127pt_PT
dc.identifier.eissn1424-2818
dc.identifier.urihttp://hdl.handle.net/10400.3/6830
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherMDPIpt_PT
dc.relationL57/2016/CP1440/CT0022pt_PT
dc.relationUIDP/05292/2020, UIDB/05292/2020pt_PT
dc.relationFCT/MCTES (UIDP/50017/2020 + UIDB/50017/2020 + LA/P/0094/2020)pt_PT
dc.subjectAzorespt_PT
dc.subjectBiodiversitypt_PT
dc.subjectBiogeographypt_PT
dc.subjectCanary Islandspt_PT
dc.subjectElevationpt_PT
dc.subjectIsland Species–Area Relationshippt_PT
dc.titleThe Importance of Including Spatial Autocorrelation When Modelling Species Richness in Archipelagos: A Bayesian Approachpt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.conferencePlaceSwitzerlandpt_PT
oaire.citation.endPage16pt_PT
oaire.citation.startPage1pt_PT
oaire.citation.titleDiversitypt_PT
oaire.citation.volume15pt_PT
person.familyNameMathias
person.familyNameBorges
person.givenNameMaria da Luz
person.givenNamePaulo
person.identifier829215
person.identifier.ciencia-id3715-9140-E8FF
person.identifier.ciencia-idFA1A-C9CB-9C29
person.identifier.orcid0000-0003-3876-958X
person.identifier.orcid0000-0002-8448-7623
person.identifier.ridB-2780-2008
person.identifier.scopus-author-id7003533390
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublicationa9dc971c-5d6a-4288-b668-0f3ff1b21b3e
relation.isAuthorOfPublicationd9716a90-cc3e-44d0-adc1-6933e3786278
relation.isAuthorOfPublication.latestForDiscoveryd9716a90-cc3e-44d0-adc1-6933e3786278

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