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Dryad

Applying genomic approaches to identify historic population declines in European forest bats

Cite this dataset

Razgour, Orly (2023). Applying genomic approaches to identify historic population declines in European forest bats [Dataset]. Dryad. https://doi.org/10.5061/dryad.wstqjq2qd

Abstract

Anthropogenically-driven environmental changes over the past two centuries have led to severe biodiversity loss, most prominently in the form of loss of populations and individuals. Better tools are needed to assess the magnitude of these wildlife population declines. Anecdotal evidence suggests European bat populations have suffered substantial declines in the past few centuries. However, there is little empirical evidence of these declines that can be used to put more recent population changes into historic context and set appropriate targets for species recovery. 

This study is a collaboration between academics and conservation practitioners to develop molecular approaches capable of providing quantitative evidence of historic population changes and their drivers that can inform the assessment of conservation status and conservation management. We generated a genomic dataset for the Western barbastelle, Barbastella barbastellus, a globally Near Threatened and regionally Vulnerable bat species, including colonies from across the species’ British and Iberian ranges. We used a combination of landscape genetics and approximate Bayesian computation model-based inference of demographic history to identify both evidence of population size changes and possible drivers of these changes. 

We found that levels of genetic diversity and inbreeding were related to broadleaf woodland cover around the colony location. Genetic connectivity was impeded by artificial lights and facilitated by the combination of rivers and broadleaf woodland cover. 

The demographic history analysis showed that both the northern and southern British barbastelle populations have declined by 99% over the past 330–548 years. These declines may have been triggered by loss of large oak trees and native woodlands due to shipbuilding during the early colonial period.

Synthesis and applications. Genomic approaches can be applied to provide a better understanding of the conservation status of threatened species, within historic and contemporary context, and inform their conservation management. This study shows how we can bridge the implementation gap and promote the application of genomics in conservation management through co-designing studies with conservation practitioners and co-developing applied management targets and recommendations.

README: Applying genomic approaches to identify historic population declines in European forest bats

The Dryad submission includes SNP datasets generated from a ddRADseq genomic dataset for the western barbastelle bat, Barbastella barbastellus, from Britain, Spain and Portugal.

Description of the Data and file structure

The Dryad submission includes 3 SNP files in vcf format generated from a ddRADseq genomic dataset for the western barbastelle bat, Barbastella barbastellus, from Britain, Spain and Portugal. SNPs were called with Stacks and filtered in Plink to remove SNPs with >5% missing data.

The following files are included in the submission:

  1. SD1 - full neutral SNP dataset used in the manuscript. This dataset includes all individual bats (95 individuals) and 46,872 SNPs.
  2. SD2 - smaller neutral SNP dataset used only in the demographic history analysis. This dataset only includes individuals from Spain and Britain (85 individuals) and SNPs with >99% coverage (25,844 SNPs).
  3. SD3 - revised full neutral SNP dataset using to compare population structure results with a dataset where relatives were removed and SNPs out of Hardy-Weinberg equilibrium retained (90 individuals and 46,968 SNPs).
  4. Table 1 - a table listing sample location records (with GWS1984 coordinates) and population codes (CSV format). NA refers to a location with individual samples that were not grouped into colonies for the colony-based analysis. Other locations within 30 km of each other were grouped together into a single colony, as they represent the breeding range of the species.

Sharing/access Information

The data is linked to the publication: Razgour et al. Applying genomic approaches to identify historic population declines in European forest bats. Journal of Applied Ecology.

Methods

SNP datasets were generated from ddRADseq data for the western barbastelle bat, Barbastella barbastellus, from Britain, Spain and Portugal. SNPs called with Stacks and filtered in Plink to remove SNPs with >10% missing data. SNP datasets in vcf format.

Usage notes

Most population genomics R packages can open vcf format files.

Funding

Natural Environment Research Council, Award: NE/M018660