Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Intraspecific variability in plant and soil chemical properties in a common garden plantation of the energy crop Populus

Journal Article · · PLoS ONE

Optimizing crops for synergistic soil carbon (C) sequestration can enhance CO2 removal in food and bioenergy production systems. Yet, in bioenergy systems, we lack an understanding of how intraspecies variation in plant traits correlates with variation in soil biogeochemistry. This knowledge gap is exacerbated by both the heterogeneity and difficulty of measuring belowground traits. Here, we provide initial observations of C and nutrients in soil and root and stem tissues from a common garden field site of diverse, natural variant, Populus trichocarpa genotypes—established for aboveground biomass-to-biofuels research. Our goal was to explore the value of such field sites for evaluating genotype-specific effects on soil C, which ultimately informs the potential for optimizing bioenergy systems for both aboveground productivity and belowground C storage. To do this, we investigated variation in chemical traits at the scale of individual trees and genotypes and we explored correlations among stem, root, and soil samples. We observed substantial variation in soil chemical properties at the scale of individual trees and specific genotypes. While correlations among elements were observed both within and among sample types (soil, stem, root), above-belowground correlations were generally poor. We did not observe genotype-specific patterns in soil C in the top 10 cm, but we did observe genotype associations with soil acid-base chemistry (soil pH and base cations) and bulk density. Finally, a specific phenotype of interest (high vs low lignin) was unrelated to soil biogeochemistry. Our pilot study supports the usefulness of decade-old, genetically-variable, Populus bioenergy field test plots for understanding plant genotype effects on soil properties. Finally, this study contributes to the advancement of sampling methods and baseline data for Populus systems in the Pacific Northwest, USA. Further species- and region-specific efforts will enhance C predictability across scales in bioenergy systems and, ultimately, accelerate the identification of genotypes that optimize yield and carbon storage.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
2474778
Alternate ID(s):
OSTI ID: 2475930
Journal Information:
PLoS ONE, Journal Name: PLoS ONE Journal Issue: 10 Vol. 19; ISSN 1932-6203
Publisher:
Public Library of ScienceCopyright Statement
Country of Publication:
United States
Language:
English

References (39)

Economic impact of yield and composition variation in bioenergy crops: Populus trichocarpa journal October 2020
Changes in soil carbon inventories following cultivation of previously untilled soils journal September 1993
Control of soil pH on turnover of belowground organic matter in subalpine grassland journal December 2011
Beyond clay: towards an improved set of variables for predicting soil organic matter content journal February 2018
Is soil carbon mostly root carbon? Mechanisms for a specific stabilisation journal February 2005
Carbon and nitrogen in forest floor and mineral soil under six common European tree species journal February 2008
Soil carbon 4 per mille journal April 2017
SOM fractionation methods: Relevance to functional pools and to stabilization mechanisms journal September 2007
Climate-smart soils journal April 2016
Population genomics of Populus trichocarpa identifies signatures of selection and adaptive trait associations journal August 2014
Microbial formation of stable soil carbon is more efficient from belowground than aboveground input journal November 2018
Lignin content in natural Populus variants affects sugar release journal March 2011
Soil carbon debt of 12,000 years of human land use journal August 2017
Contrasting dynamics and trait controls in first-order root compared with leaf litter decomposition journal September 2018
Association mapping, transcriptomics, and transient expression identify candidate genes mediating plant–pathogen interactions in a tree journal October 2018
Robust paths to net greenhouse gas mitigation and negative emissions via advanced biofuels journal August 2020
Evidence for a ‘plant community economics spectrum’ driven by nutrient and water limitations in a Mediterranean rangeland of southern France journal October 2012
The world-wide ‘fast-slow’ plant economics spectrum: a traits manifesto journal February 2014
Root‐derived inputs are major contributors to soil carbon in temperate forests, but vary by mycorrhizal type journal January 2021
Mycorrhizal associations of tree species influence soil nitrogen dynamics via effects on soil acid–base chemistry journal October 2021
Evidence of the ‘plant economics spectrum’ in a subarctic flora journal March 2010
Towards a multidimensional root trait framework: a tree root review journal May 2016
Root traits are more than analogues of leaf traits: the case for diaspore mass journal September 2017
Plant rhizodeposition: A key factor for soil organic matter formation in stable fractions journal April 2021
Soil Carbon Sequestration Impacts on Global Climate Change and Food Security journal June 2004
Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale journal June 2009
High-resolution genetic mapping of allelic variants associated with cell wall chemistry in Populus journal January 2015
Accurate determination of genotypic variance of cell wall characteristics of a Populus trichocarpa pedigree using high-throughput pyrolysis-molecular beam mass spectrometry journal March 2021
Rhizosphere microbiomes diverge among Populus trichocarpa plant-host genotypes and chemotypes, but it depends on soil origin journal May 2019
Effects of past land use on Spatial Heterogeneity of soil Nutrients in Southern Appalachian Forests journal May 2005
Changes in soil Functions Following Invasions of Exotic Understory Plants in Deciduous Forests journal October 2001
Soil Carbon Inventories under a Bioenergy Crop (Switchgrass): Measurement Limitations journal July 1999
Particle Size Analysis by Hydrometer: A Simplified Method for Routine Textural Analysis and a Sensitivity Test of Measurement Parameters journal September 1979
Rapid Measurement of Soil pH Buffering Capacity journal March 2012
Soil C Sequestration as a Biological Negative Emission Strategy journal October 2019
Microbial control over carbon cycling in soil journal January 2012
Linking Aboveground Traits to Root Traits and Local Environment: Implications of the Plant Economics Spectrum journal October 2019
Genome-Wide Association Study of Wood Anatomical and Morphological Traits in Populus trichocarpa journal September 2020
Biological Parts for Plant Biodesign to Enhance Land-Based Carbon Dioxide Removal journal January 2021