Abstract
Plants play a key role in mediating soil response to global change, and breeding or engineering crops to increase soil organic carbon (SOC) storage is a potential route to land-based carbon dioxide removal in agricultural systems. However, due to limited observational datasets plus shifting paradigms of SOC stabilization, it is unclear which plant traits are most important for enhancing different types of soil organic matter. Existing long-term common gardens of genetically diverse plant populations may provide an opportunity to evaluate biological controls on SOC, separate from environmental or management variability. Here we report on soil and root chemical data collected for 24 genotypes within a 13-year-old common garden in northwestern Oregon planted with a large natural variant population of Populus trichocarpa. Fractionating surface soil (0–15 cm) revealed substantial variation in stocks of mineral-associated organic matter (MAOM; 18–67 t C/ha) and particulate organic matter (POM; 2–22 t C/ha). Tree genotype explained 24% and 26% of the MAOM and POM stock variability, respectively, after controlling for background variability. We found minimal association between SOC concentration and either aboveground tree productivity or root biomass recalcitrance (C/N ratios and lignin content). In contrast, root elemental content appeared influential for MAOM-C concentration, which showed a strong positive association with root aluminum (Al) and a strong negative association with root boron (B) and magnesium (Mg). Furthermore, root concentrations of these elements were highly heritable (57%–78%) and not simply a reflection of background variation in soil elemental concentrations. We estimate that surface SOC stocks under these 24 genotypes have diverged at rates of up to 1.2–4.3 t C/ha/year. These results suggest that long-term genetic diversity trials have value for elucidating biological controls on soil organic matter dynamics, and that traits associated with root elemental content may be a useful target for enhancing biosequestration.
| Original language | English |
|---|---|
| Article number | e70450 |
| Journal | Global Change Biology |
| Volume | 31 |
| Issue number | 9 |
| DOIs | |
| State | Published - Sep 2025 |
Funding
This research was sponsored by the Laboratory Directed Research and Development Program of Oak Ridge National Laboratory, managed by UT‐Battelle, LLC, for the US Department of Energy. This work was also supported by the Center for Bioenergy Innovation (CBI), U.S. Department of Energy, Office of Science, Biological and Environmental Research Program under Award Number ERKP886. C.W.S. was supported by the Bio‐Scales project under the Genomic Sciences Program, U.S. Department of Energy, Office of Biological and Environmental Research (BER) under contract number DE‐AC05‐00OR22725. U.C.K. was supported by the CBI project. Funding: This research was sponsored by the Laboratory Directed Research and Development Program of Oak Ridge National Laboratory, managed by UT‐Battelle, LLC, for the US Department of Energy. This work was also supported by the Center for Bioenergy Innovation (CBI), U.S. Department of Energy, Office of Science, Biological and Environmental Research Program under Award Number ERKP886. C.W.S. was supported by the Bio‐Scales project under the Genomic Sciences Program, U.S. Department of Energy, Office of Biological and Environmental Research (BER) under contract number DE‐AC05‐00OR22725. U.C.K. was supported by the CBI project. We thank Rick Stonex and Brian Stanton of Poplar Innovations for hosting, advice, and assistance around fieldwork; Geoff Schwaner for help with soil sample elemental analysis; Stanton Martin for help accessing previously collected aboveground phenotype data; Chanaka Roshan Abeyratne for feedback on spatial analysis methods; and Anne “Liz” Harman‐Ware and Timothy J. Tschaplinski for their help accessing and interpreting foliar lignin and metabolomic data, respectively. We also thank Elizabeth Herndon and Francesca Cotrufo for their helpful reviews of earlier versions of this manuscript. ORNL is managed by UT‐Battelle LLC for the U.S. DOE under contract DE‐AC05‐00OR22725. Funding: This research was sponsored by the Laboratory Directed Research and Development Program of Oak Ridge National Laboratory, managed by UT-Battelle, LLC, for the US Department of Energy. This work was also supported by the Center for Bioenergy Innovation (CBI), U.S. Department of Energy, Office of Science, Biological and Environmental Research Program under Award Number ERKP886. C.W.S. was supported by the Bio-Scales project under the Genomic Sciences Program, U.S. Department of Energy, Office of Biological and Environmental Research (BER) under contract number DE-AC05-00OR22725. U.C.K. was supported by the CBI project. This research was sponsored by the Laboratory Directed Research and Development Program of Oak Ridge National Laboratory, managed by UT-Battelle, LLC, for the US Department of Energy. This work was also supported by the Center for Bioenergy Innovation (CBI), U.S. Department of Energy, Office of Science, Biological and Environmental Research Program under Award Number ERKP886. C.W.S. was supported by the Bio-Scales project under the Genomic Sciences Program, U.S. Department of Energy, Office of Biological and Environmental Research (BER) under contract number DE-AC05-00OR22725. U.C.K. was supported by the CBI project. We thank Rick Stonex and Brian Stanton of Poplar Innovations for hosting, advice, and assistance around fieldwork; Geoff Schwaner for help with soil sample elemental analysis; Stanton Martin for help accessing previously collected aboveground phenotype data; Chanaka Roshan Abeyratne for feedback on spatial analysis methods; and Anne “Liz” Harman-Ware and Timothy J. Tschaplinski for their help accessing and interpreting foliar lignin and metabolomic data, respectively. We also thank Elizabeth Herndon and Francesca Cotrufo for their helpful reviews of earlier versions of this manuscript. ORNL is managed by UT-Battelle LLC for the U.S. DOE under contract DE-AC05-00OR22725.
Keywords
- biomass recalcitrance
- carbon farming
- heritability
- mineral-associated organic matter
- plant traits
- soil carbon