Simulating pollen flow and field sampling constraints helps revise seed sampling recommendations for conserving genetic diversity
Description
Premise: In this study, we use simulations to determine how pollen flow and sampling constraints can influence the genetic conservation found in seed collections.
Methods: We simulated genotypes of parental individuals and crossed the parentals based on three different ranges of pollen flow (panmictic, limited, and highly limited) to create new seed sets for sampling. We tested a variety of sampling scenarios modeled on those occurring in nature and calculated the proportion of alleles conserved in each scenario.
Results: We found that pollen flow greatly influences collection outcomes, with panmictic pollen flow resulting in seed sets containing 21.6% more alleles than limited pollen flow and 48.6% more alleles than highly limited pollen flow, although this impact diminishes when large numbers of maternal plants are sampled. Simulations of realistic seed sampling (sampling more seed from some plants and fewer from others) showed a relatively minor impact (<2.5%) on genetic diversity conserved compared to ideal sampling (uniform sampling across all maternal plants).
Discussion: We conclude that future work must consider limited pollen flow, but collectors can be flexible with their sampling in the field as long as many unique maternal plants are sampled. Simulations remain a fruitful method to advance ex situ sampling guidelines.
Data availability
Code for recreating all simulated data and all data analysis can be found at the GitHub repository: https://github.com/HobanLab/Pollen_dispersal_sims.Files
Simulating-pollen-flow-and-field-sampling-constraints-helps-revise-seed-sampling-recommendations.pdf
Files
(6.0 MB)
| Name | Size | Download all |
|---|---|---|
|
Supporting information md5:b3fe8dabeb10a7c2218f460c1616ae84 |
4.8 MB | Download |
|
Simulating-pollen-flow-and-field-sampling-constraints-helps-revise-seed-sampling-recommendations.pdf
Articlemd5:aa41e741866fa015014b6cfa9db04c5f |
1.3 MB | Preview Download |
Additional details
Identifiers
- DOI
- 10.1002/aps3.11561
- Other
- oai:uchicago.tind.io:10877
Funding
- National Science Foundation
- REU grant 1851961
- National Science Foundation
- ABI grant 1759759
- The Morton Arboretum
- Center for Tree Science Research Experience Extension Fellowship
- Institute of Museum and Library Services
- MA-30-18-0273-18
- Institute of Museum and Library Services
- MG-251613-OMS-22
- National Science Foundation
- Graduate Research Fellowship