Search results for "Geographic genetic structure"

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A hierarchical Bayesian Beta regression approach to study the effects of geographical genetic structure and spatial autocorrelation on species distri…

2019

Global climate change (GCC) may be causing distribution range shifts in many organisms worldwide. Multiple efforts are currently focused on the development of models to better predict distribution range shifts due to GCC. We addressed this issue by including intraspecific genetic structure and spatial autocorrelation (SAC) of data in distribution range models. Both factors reflect the joint effect of ecoevolutionary processes on the geographical heterogeneity of populations. We used a collection of 301 georeferenced accessions of the annual plant Arabidopsis thaliana in its Iberian Peninsula range, where the species shows strong geographical genetic structure. We developed spatial and nonsp…

0106 biological sciences0301 basic medicineHierarchical Bayesian modelsArabidopsis thalianaRange (biology)Bayesian probabilitySpecies distributionArabidopsisGenetic admixtureBiologyResidual010603 evolutionary biology01 natural sciences03 medical and health sciencesAfrica NorthernStatisticsGeneticsSpatial analysisEcology Evolution Behavior and SystematicsSpatial AnalysisPortugalPlant DispersalGenetic heterogeneityGlobal climate changePhylogeographyGenetics Population030104 developmental biologySpainGenetic structureGeographic genetic structureMaxentPeptidesSpatial autocorrelationBiotechnology
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