# Growth strategies and phenotypic plasticity of improved Chinese fir families across soil types

**Authors:** Zhen Zhang, Wenyue Wang, Huimin Niu, Haobo Zhao, Jingyong Ji, Guiping He, Zhichun Zhou

PMC · DOI: 10.48130/forres-0025-0022 · 2025-10-30

## TL;DR

The study explores how improved Chinese fir varieties adapt their growth strategies in different soil types, emphasizing the role of root traits and environmental interactions.

## Contribution

The study identifies soil conditions and genotype-by-environment interactions as key drivers of phenotypic plasticity in Chinese fir growth strategies.

## Key findings

- Soil environmental conditions and genotype-by-environment interactions explain 55.89% to 93.94% of trait variation in Chinese fir.
- Root traits like root average diameter and total root volume significantly influence root dry weight and aboveground biomass.
- Phenotypic plasticity drives divergent selection in both aboveground and belowground growth strategies of Chinese fir.

## Abstract

To enhance phenotypic plasticity, it is vital to maximize the genetic growth potential of trees and understand their adaptive responses to environmental conditions. Tree species adapt to dynamic environmental conditions by leveraging the interactions among the environment, genotype, and genotype-by-environment. A total of 25 improved varieties of Chinese fir were transplanted and developed through multi-generational breeding into four types of artificial forest soils. Through a quantitative analysis of genotypic, soil environmental conditions, and genotype-by-environment interaction effects on variations in growth, biomass, and root functional traits, the key drivers of phenotypic plasticity were identified. The results indicate that soil environmental conditions and genotype-by-environment interactions are the primary factors influencing trait variation, explaining 55.89% to 93.94% of the observed variation, while the family effect is relatively minor. Notably, pronounced phenotypic plasticity drives divergent selection in both aboveground and belowground growth strategies. Critical traits influencing root dry weight include root average diameter, total root volume, and root-to-shoot ratio. Although root dry weight does not directly affect plant height, it has a substantial impact on aboveground dry weight. These findings highlight that the changes in the aboveground and belowground growth strategies of Chinese fir during the seedling stage are closely linked to the plasticity of root functional traits. For multi-generational genetically improved varieties, this study examined how the integration of genetic effects, soil environmental conditions, and genotype-by-environment interactions in the selection of aboveground growth and root functional traits influences the mechanisms driving biomass accumulation. The results provide actionable insights for selecting soil-specific families in subtropical plantations.

## Full-text entities

- **Chemicals:** phosphorus (MESH:D010758), nitrogen (MESH:D009584), KS (MESH:D011188), SRL (-), SRA (MESH:D013189), AP (MESH:D000667)
- **Species:** Picea abies (Norway spruce, species) [taxon 3329], Pinus radiata (Monterey pine, species) [taxon 3347], Pinus taeda (loblolly pine, species) [taxon 3352], Pinus massoniana (Chinese red pine, species) [taxon 88730], Cunninghamia lanceolata (China fir, species) [taxon 28977], Pinus elliottii (American pitch pine, species) [taxon 42064], Larix kaempferi (karamatsu, species) [taxon 54800]

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12647935/full.md

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Source: https://tomesphere.com/paper/PMC12647935