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Assortative mating in the Eastern Yellow Robin

dataset
posted on 2023-12-04, 23:09 authored by Alexandra PavlovaAlexandra Pavlova, Lana AustinLana Austin, Paul Sunnucks

This dataset presents data, R scripts (.R) and R Markdown files (.rmd) used in the preprint

Austin, L., Amos, J.N., Robledo-Ruiz, D.A., Zhou, J., Clarke, R., Pavlova, A., Sunnucks, P., 2023. Random mating in a hybrid zone between two putative climate-adapted bird lineages with predicted mitonuclear incompatibilities. Authorea preprint

The study aimed to determine whether female Eastern Yellow Robin mate assortatively according to mitonuclear compatibilities or local adaptations.

Files include:

Identification, analyses and filtering of sex-linked loci (Z-,W-loci and ZW homologs) from DArT data:

· Report_DYro21-6107_5_moreOrders_SNP_mapping_3_uniqIDs.csv – DArT SNP genotypes before filtering

· EYR2021_cov.NONAS.csv covariate file used for colony2 input

· Lanas.version_filter.sex.linked.r R-script for identifying and filtering sex-linked loci

· PCA_ZLinkedLoci_AssortativeMating_Rmarkdown.rmd – PCA of Z-linked loci and autosomes

Parentage analysis:

· bestconfig_social.parents.csv –social breeding pairs observed in the field, in a format that is directly comparable with colony2 bestconfig output

· colony2.dat – colony2 input file

· ExcludedMaternityandPaternityInputFiles.r – R-script that identifies which mother-offspring and father-offspring dyads are not possible, due to either season born or, for mother-offspring, mismatched mitolineages. This script creates a dataframe that is used in the colony2.dat file

· SelectingGenotypeError.r – R-script for selecting the most appropriate genotype error rate

· TestingColonyOutput_Nov2021.r – Testing colony bestconfig output against observed breeding pair data

· mito_latlongs_vectorData_22.10.2023.csv – this csv includes the ID of all eastern yellow robins captured during this study, their mitolineage, and capture location (latitude, longitude)

Simulations and modelling:

· RandomMatingModels_LinearModelsforPC1_AssortativeMating_20Oct2022.rmd – R-markdown script for general linear models that test male.Zlinked lineage score ~ female mitolineage * female Zlinked lineage score. This rmd also tests whether the observed trend in social pairs significantly differs from the trends observed in 500 randomly simulated pairs.

· RandomMatingModels_MaleMito.by.FemaleMitoAndFemalePc1_AssortativeMating_6Feb2023.rmd – R-markdown script for general linear models that test male mitolineage ~ female mitolineage * female Z-linked lineage score. This rmd also tests whether the observed trend in social pairs significantly differs from the trends observed in 500 randomly simulated pairs.· GroupPointsSFwithClimateExtract_LA.csv - mapping data (max temp of warmest month, lat longs of captured EYRs and their mitolineage)

· sites.matrix.csv a manually created matrix of all breeding females on the y-axis and all breeding males on the y-axis. The data within the matrix is the sites at which both individuals were captured, to assess whether a randomly assigned breeding pair are spatially feasible.

· TravelDistances_assortativemating.r – code used to calculate the maximum distance that individuals were observed to have travelled within any breeding season

· EYRrandom_mating_loops.r 500 random simulations of breeding pairs

Funding

Australian Research Council grant DP180102359

Australian Research Council grant DP210102275

Holsworth Wildlife Research Endowment

Australian Government’s Research Training Program

History