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Converting quadratic entropy to diversity: Both animals and alleles are diverse, but some are more diverse than others

The use of diversity metrics has a long history in population ecology, while population genetic work has been dominated by variance-derived metrics instead, a technical gap that has slowed cross-communication between the fields. Interestingly, Rao’s Quadratic Entropy (RQE), comparing elements for ‘d...

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Detalles Bibliográficos
Autores principales: Smouse, Peter E., Banks, Sam C., Peakall, Rod
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663342/
https://www.ncbi.nlm.nih.gov/pubmed/29088229
http://dx.doi.org/10.1371/journal.pone.0185499
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author Smouse, Peter E.
Banks, Sam C.
Peakall, Rod
author_facet Smouse, Peter E.
Banks, Sam C.
Peakall, Rod
author_sort Smouse, Peter E.
collection PubMed
description The use of diversity metrics has a long history in population ecology, while population genetic work has been dominated by variance-derived metrics instead, a technical gap that has slowed cross-communication between the fields. Interestingly, Rao’s Quadratic Entropy (RQE), comparing elements for ‘degrees of divergence’, was originally developed for population ecology, but has recently been deployed for evolutionary studies. We here translate RQE into a continuous diversity analogue, and then construct a multiply nested diversity partition for alleles, individuals, populations, and species, each component of which exhibits the behavior of proper diversity metrics, and then translate these components into [0,1]—scaled form. We also deploy non-parametric statistical tests of the among-stratum components and novel tests of the homogeneity of within-stratum diversity components at any hierarchical level. We then illustrate this new analysis with eight nSSR loci and a pair of close Australian marsupial (Antechinus) congeners, using both ‘different is different’ and ‘degree of difference’ distance metrics. The total diversity in the collection is larger than that within either species, but most of the within-species diversity is resident within single populations. The combined A. agilis collection exhibits more diversity than does the combined A. stuartii collection, possibly attributable to localized differences in either local ecological disturbance regimes or differential levels of population isolation. Beyond exhibiting different allelic compositions, the two congeners are becoming more divergent for the arrays of allele sizes they possess.
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spelling pubmed-56633422017-11-09 Converting quadratic entropy to diversity: Both animals and alleles are diverse, but some are more diverse than others Smouse, Peter E. Banks, Sam C. Peakall, Rod PLoS One Research Article The use of diversity metrics has a long history in population ecology, while population genetic work has been dominated by variance-derived metrics instead, a technical gap that has slowed cross-communication between the fields. Interestingly, Rao’s Quadratic Entropy (RQE), comparing elements for ‘degrees of divergence’, was originally developed for population ecology, but has recently been deployed for evolutionary studies. We here translate RQE into a continuous diversity analogue, and then construct a multiply nested diversity partition for alleles, individuals, populations, and species, each component of which exhibits the behavior of proper diversity metrics, and then translate these components into [0,1]—scaled form. We also deploy non-parametric statistical tests of the among-stratum components and novel tests of the homogeneity of within-stratum diversity components at any hierarchical level. We then illustrate this new analysis with eight nSSR loci and a pair of close Australian marsupial (Antechinus) congeners, using both ‘different is different’ and ‘degree of difference’ distance metrics. The total diversity in the collection is larger than that within either species, but most of the within-species diversity is resident within single populations. The combined A. agilis collection exhibits more diversity than does the combined A. stuartii collection, possibly attributable to localized differences in either local ecological disturbance regimes or differential levels of population isolation. Beyond exhibiting different allelic compositions, the two congeners are becoming more divergent for the arrays of allele sizes they possess. Public Library of Science 2017-10-31 /pmc/articles/PMC5663342/ /pubmed/29088229 http://dx.doi.org/10.1371/journal.pone.0185499 Text en © 2017 Smouse et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Smouse, Peter E.
Banks, Sam C.
Peakall, Rod
Converting quadratic entropy to diversity: Both animals and alleles are diverse, but some are more diverse than others
title Converting quadratic entropy to diversity: Both animals and alleles are diverse, but some are more diverse than others
title_full Converting quadratic entropy to diversity: Both animals and alleles are diverse, but some are more diverse than others
title_fullStr Converting quadratic entropy to diversity: Both animals and alleles are diverse, but some are more diverse than others
title_full_unstemmed Converting quadratic entropy to diversity: Both animals and alleles are diverse, but some are more diverse than others
title_short Converting quadratic entropy to diversity: Both animals and alleles are diverse, but some are more diverse than others
title_sort converting quadratic entropy to diversity: both animals and alleles are diverse, but some are more diverse than others
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663342/
https://www.ncbi.nlm.nih.gov/pubmed/29088229
http://dx.doi.org/10.1371/journal.pone.0185499
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