Data from: Predicting the genetic impact of stocking in Brook Charr (Salvelinus fontinalis) by combining RAD sequencing and modeling of explanatory variables
- Description:
- In fisheries management, intensive stocking programs are commonly used to enhance population abundance and maintain stock productivity. However, such practices are increasingly raising concerns since multiple studies documented adverse genetic and evolutionary impacts of stocking on wild populations. Improvement of stocking management relies on a better understanding of the dynamic of introgressive hybridization between wild and domestic population and on assessment of the genetic state of wild populations after stocking cessation. In Québec, Canada, over five million captive reared Brook Charr (Salvelinus fontinalis) are stocked every year to support recreational fishing activities. Here we investigated how variation in stocking history and environmental variables, including water temperature, pH and dissolved oxygen, may influence the impact of stocking practices on the genetic integrity of wild Brook Charr populations. We collected DNA samples (n = 862, average of 30 individuals per lake) from 29 lakes that underwent different stocking intensity through time and also collected environmental parameters for each sampled lake. An average of 4580 high quality filtered SNPs was obtained for each population using Genotyping-By-Sequencing (GBS) which were then used to quantify the mean domestic membership of each sampled population. An exhaustive process of model selection was conducted to obtain a best-fitted model that explained 56% of the variance observed in mean domestic genetic membership. The number of years since the mean year of stocking was the best explanatory variable to predict variation in mean domestic genetic membership whereas environmental characteristics had little influence on observed patterns of admixture. Our model predictions also revealed that each sampled wild population could potentially return to a wild genetic state (absence of domestic genetic background) after stocking cessation. Overall, our study provides new insights on factors determining level of introgressive hybridization and suggests that stocking impacts could be reversible with time.
Usage Notes:Admixture data
Raw admixture data for each population and each individual.admixture_results_all_snps_missing_out_2000_bootstraps.xlsx - , Ferchaud, Anne-Laure, , , , and Bernatchez, Louis
- Source Repository:
- Dryad
- Publisher(s):
- Dryad
- Access:
- Public
- URL:
- http://datadryad.org/stash/dataset/doi:10.5061/dryad.s5qt3
- Publication date:
- 2017-10-16
- Keywords:
- Identifier:
- https://doi.org/10.5061/dryad.s5qt3
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