DOI: 10.5061/dryad.x0k6djhrn
title: Low but significant evolutionary potential for growth, phenology and reproduction traits in European beech

description: Local survival of forest tree populations under climate change depends on
 existing genetic variation and their adaptability to changing
 environments. Responses to selection were studied in European beech (Fagus
 sylvatica) under field conditions. A total of 1,087 adult trees, seeds,
 one-year-old seedlings, and established multiyear saplings were genotyped
 with 16 nuSSRs. Adult trees were assessed for phenotypic traits related to
 growth, phenology and reproduction. Parentage and paternity analyses were
 used to estimate effective female and male fecundity as a proxy of fitness
 and showed that few parents contributed to successful regeneration.
 Selection gradients were estimated from the relationship between traits
 and fecundity, while heritability and evolvability were estimated using
 mixed models and the breeder’s equation. Larger trees bearing more fruit
 and early male flowering had higher total fecundity, while trees with
 longer growth season had lower total fecundity (directional selection).
 Stabilising selection on spring phenology was found for female fecundity,
 highlighting the role of late frosts as a selection driver. Selection
 gradients for other traits varied between measurement years and the
 offspring cohort used to estimate parental fecundity. Compared to other
 studies in natural populations, we found low to moderate heritability and
 evolvability for most traits. Response to selection was higher for growth
 than for budburst, leaf senescence or reproduction traits, reflecting more
 consistent selection gradients across years and sex functions, and higher
 phenotypic variability in the population. Our study provides empirical
 evidence suggesting that populations of long-lived organisms such as
 forest trees can adapt locally, even at short-time scales.
description: # Low but significant evolutionary potential for growth, phenology and
 reproduction traits in European beech
 [https://doi.org/10.5061/dryad.x0k6djhrn](https://doi.org/10.5061/dryad.x0k6djhrn) Phenotypic and genotypic data used in the paper Low but significant evolutionary potential for growth, phenology and reproduction traits in European beech. <br> ## Description of the data and file structure Data is provided in two separate files, phenotypic and genotypic data. Phenotypic data consists of 16 traits recorded for 251 adult Fagus sylvatica trees growing in a single location. The data file contains 17 columns: 1. ID: sample identification number (same as sample in the genotype data file for adult trees, can be connected to a single tree coordinate through the genotype data file) 2. DBH-2018: Diameter at 1.30 m (cm) measured in 2018 3. GL-2018: Length of the growing season (days) in 2018 4. GL-2019: Length of the growing season (days) in 2019 5. LBB-2018: Length of budburst (GDD5, i.e. temperature sum of Growing Degree Days with base temperature of 5ºC) between budburst stage 2 and stage 5 in 2018 6. LBB-2019: Length of budburst (GDD5, i.e. temperature sum of Growing Degree Days with base temperature of 5ºC) between budburst stage 2 and stage 5 in 2019 7. BB-JD100-2018: Bud phenological stage at Julian day 100 (1-5 scale) in 2018 8. BB-JD100-2019: Bud phenological stage at Julian day 100 (1-5 scale) in 2019 9. SPSS-2018: Spring phenology score sum, i.e. sum of daily phenology scores during the observation period in 2018 10. SPSS-2018: Spring phenology score sum, i.e. sum of daily phenology scores during the observation period in 2019 11. FLW-2018: Male flowering stage at Julian day 114 (1-3 scale) in 2018 12. FT-JD108-2018: Fruit abundance at Julian day 108 (1-4 scale) in 2018 13. FT-JD217-2018: Fruit abundance at Julian day 217 (1-4 scale) in 2018 14. LLS-2018: Length of leaf senescence (days) in 2018 15. LLS-2019: Length of leaf senescence (days) in 2019 16. LS-JD287-2018: Leaf senescence stage at Julian day 287 (1-4 scale) in 2018 17. LS-JD267-2019: Leaf senescence stage at Julian day 267 (1-4 scale) in 2019 For LLS, NA means that the individual did not reach the final stage of senescence at the time of the last observation. Genotypic data (16 nSSR loci) is provided for 251 adult Fagus sylvatica trees, 436 seeds collected from 22 adult trees and 400 saplings from two different regeneration events, all growing on the same plot. For each individual, coordinates (carthesian coordinates) and elevation are provided. Saplings/seedlings were collected at 4 locations in two different years, therefore, 50 saplings/seedlings share the same geographic coordinate. Genotypic data file contains 35 columns: 1. Sample: sample identification number (same as ID in the genotype data file for adult trees) 2. Phase: ontogenetic stage, either tree (sampled in 2016), sapling (sampled in 2016, multiyear cohort aged five to nine years), seedling (sampled in 2019, one-year-old seedlings) or seed (sampled in 2016) 3.-32. Allele lengths for 16 SSR loci named as in Lefevre et al. 2012, 2 columns per locus (bp) 3. X: latitude in carthesian coordinates (m) 4. Y: longitude in carthesian coordinates (m) 5. Base elevation: Elevation of a tree above the sea level (m) Missing SSR data in the genotype file is given as zero. NA means not applicable, i.e. not used in the study. References: Lefevre, S., Wagner, S., Petit, R. J. & De Lafontaine, G. (2012). Multiplexed microsatellite markers for genetic studies of beech. Mol. Ecol. Resour., 12, 484-491, 10.1111/j.1755-0998.2011.03094.x