Title: Theoretical evidence that root penetration ability interacts with soil compaction regimes to affect nitrate capture

Journal Article · · Annals of Botany

Abstract Background and Aims Although root penetration of strong soils has been intensively studied at the scale of individual root axes, interactions between soil physical properties and soil foraging by whole plants are less clear. Here we investigate how variation in the penetration ability of distinct root classes and bulk density profiles common to real-world soils interact to affect soil foraging strategies. Methods We utilize the functional–structural plant model ‘OpenSimRoot’ to simulate the growth of maize (Zea mays) root systems with variable penetration ability of axial and lateral roots in soils with (1) uniform bulk density, (2) plow pans and (3) increasing bulk density with depth. We also modify the availability and leaching of nitrate to uncover reciprocal interactions between these factors and the capture of mobile resources. Key Results Soils with plow pans and bulk density gradients affected overall size, distribution and carbon costs of the root system. Soils with high bulk density at depth impeded rooting depth and reduced leaching of nitrate, thereby improving the coincidence of nitrogen and root length. While increasing penetration ability of either axial or lateral root classes produced root systems of comparable net length, improved penetration of axial roots increased allocation of root length in deeper soil, thereby amplifying N acquisition and shoot biomass. Although enhanced penetration ability of both root classes was associated with greater root system carbon costs, the benefit to plant fitness from improved soil exploration and resource capture offset these. Conclusions While lateral roots comprise the bulk of root length, axial roots function as a scaffold determining the distribution of these laterals. In soils with high soil strength and leaching, root systems with enhanced penetration ability of axial roots have greater distribution of root length at depth, thereby improving capture of mobile resources.

Research Organization:
Pennsylvania State Univ., University Park, PA (United States)
Sponsoring Organization:
USDOE; USDOE Advanced Research Projects Agency - Energy (ARPA-E)
Grant/Contract Number:
AR0000821
OSTI ID:
1844795
Journal Information:
Annals of Botany, Journal Name: Annals of Botany Journal Issue: 3 Vol. 129; ISSN 0305-7364
Publisher:
Oxford University PressCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (98)

Soil compaction: a review of past and present techniques for investigating effects on root growth: Effect of soil compaction on root growth journal May 2011
Nodal root diameter and node number in maize ( Zea mays L.) interact to influence plant growth under nitrogen stress journal March 2021
The resistance experienced by roots growing in a pressurised cell. A reappraisal journal April 1990
Simultaneous modeling of transient three-dimensional root growth and soil water flow journal July 1994
Penetrometer resistance, root penetration resistance and root elongation rate in two sandy loam soils journal February 1991
Carbon use in root respiration as affected by elevated atmospheric O2 journal July 1995
Displacement of soil aggregates by elongating roots and emerging shoots of crop plants journal June 1984
Root growth as influenced by aggregate size journal June 1987
ROOTMAP—a model in three-dimensional coordinates of the growth and structure of fibrous root systems journal September 1988
Fine root diameters can change in response to changes in nutrient concentrations journal July 2007
The involvement of gibberellin signalling in the effect of soil resistance to root penetration on leaf elongation and tiller number in wheat journal March 2013
Modelling root–soil interactions using three–dimensional models of root growth, architecture and function journal June 2013
Mechanistic framework to link root growth models with weather and soil physical properties, including example applications to soybean growth in Brazil journal April 2018
Root anatomy and soil resource capture journal July 2021
Interspecific differences in root architecture among maize and triticale genotypes grown under drought, waterlogging and soil compaction journal October 2014
The mechanics of root growth in Granular media journal September 1969
Response of roots to mechanical impedance journal January 1993
Penetration resistance and root growth of oats in tilled and untilled loess soil journal July 1983
Quantification of compaction effects on soil physical properties and crop growth journal September 2003
rosetta : a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions journal October 2001
SPACSYS: Integration of a 3D root architecture component to carbon, nitrogen and water cycling—Model description journal January 2007
Simulation of wheat growth using the 3D root architecture model SPACSYS: Validation and sensitivity analysis journal April 2011
Changes in root system structure, leaf water potential and gas exchange of maize and triticale seedlings affected by soil compaction journal April 2013
Exploring the interacting effect of soil texture and bulk density on root system development in tomato (Solanum lycopersicum L.) journal July 2013
Simulating the role of rooting traits in crop-weed competition journal October 2007
Temporal variation in root penetration ability of wheat genotypes through thin wax layers in contrasting water regimes and in the field journal October 2012
Soil compaction in cropping systems journal June 2005
A simple model to predict soil penetrometer resistance as a function of density, drying and depth in the field journal January 2016
Developing strategies to recover crop productivity after soil compaction—A plant eco-physiological perspective journal August 2019
Historical increase in agricultural machinery weights enhanced soil stress levels and adversely affected soil functioning journal November 2019
How do roots penetrate strong soil? journal August 2003
Root Typ: a generic model to depict and analyse the root system architecture journal January 2004
The effect of mechanical impedance on root growth in pea ( Pisum sativum ). I. Rates of cell flux, mitosis, and strain during recovery journal November 1999
A mono-component model of carbon mineralization with a dynamic rate constant journal September 2000
Effect of compaction on the porosity of a silty soil: influence on unsaturated hydraulic properties: Soil compaction, pore geometry and hydraulic properties journal March 2001
Influence of soil strength on root growth: experiments and analysis using a critical-state model: Soil strength and root growth journal March 2002
Effects of phosphorus availability and vesicular-arbuscular mycorrhizas on the carbon budget of common bean (Phaseolus vulgaris) journal August 1998
Sloughing of cap cells and carbon exudation from maize seedling roots in compacted sand journal March 2000
Root cap structure and cell production rates of maize ( Zea mays ) roots in compacted sand journal August 2003
How to include organ interactions in models of the root system architecture? The concept of endogenous environment journal June 2000
Physiological roles for aerenchyma in phosphorus-stressed roots journal January 2003
Spring barley shows dynamic compensatory root and shoot growth responses when exposed to localised soil compaction and fertilisation journal January 2014
Root responses of triticale and soybean to soil compaction in the field are reproducible under controlled conditions journal January 2016
Degree of compactness, soil physical properties and yield of soybean in six soils under no-tillage journal January 2013
Multiseriate cortical sclerenchyma enhance root penetration in compacted soils journal February 2021
Quantitative observation on the root system of various crops growing in the field journal July 1990
Increased seminal root number associated with domestication improves nitrogen and phosphorus acquisition in maize seedlings journal June 2021
Root hair phenotypes influence nitrogen acquisition in maize journal August 2021
Determinate Root Growth and Meristem Maintenance in Angiosperms journal December 2007
Quantifying the impact of soil compaction on root system architecture in tomato (Solanum lycopersicum) by X-ray micro-computed tomography journal February 2012
Soil strength and macropore volume limit root elongation rates in many UK agricultural soils journal June 2012
Steep, cheap and deep: an ideotype to optimize water and N acquisition by maize root systems journal January 2013
Impact of axial root growth angles on nitrogen acquisition in maize depends on environmental conditions journal July 2016
Root system-based limits to agricultural productivity and efficiency: the farming systems context journal July 2016
Co-optimization of axial root phenotypes for nitrogen and phosphorus acquisition in common bean journal June 2018
Effects of Mechanical Impedance on Root Growth in Barley ( Hordeum vulgare L. ): I. EFFECTS ON THE ELONGATION AND BRANCHING OF SEMINAL ROOT AXES journal January 1977
Root anatomical traits contribute to deeper rooting of maize under compacted field conditions journal May 2020
Root responses to soil physical conditions; growth dynamics from field to cell journal November 2005
Functional–structural plant modelling: a new versatile tool in crop science journal December 2009
Root elongation, water stress, and mechanical impedance: a review of limiting stresses and beneficial root tip traits journal January 2011
Reduced frequency of lateral root branching improves N capture from low-N soils in maize journal February 2015
Root anatomical phenes predict root penetration ability and biomechanical properties in maize (Zea Mays) journal April 2015
Intensive field phenotyping of maize ( Zea mays L.) root crowns identifies phenes and phene integration associated with plant growth and nitrogen acquisition journal June 2015
Root type matters: measurement of water uptake by seminal, crown, and lateral roots in maize journal January 2018
Rightsizing root phenotypes for drought resistance journal February 2018
Genotypic variation and nitrogen stress effects on root anatomy in maize are node specific journal June 2019
Penetration of Cotton Seedlingn Taproots as Influenced by bulk Density, Moisture Content, and Strength of soil journal January 1963
Soil Strength-Root Penetration Relations for Medium- to Coarse-Textured soil Materials journal January 1966
Root Elongation Rates of Cotton and Peanuts as a Function of soil Strength and soil Water Content journal January 1969
Root Cortical Aerenchyma Enhances the Growth of Maize on Soils with Suboptimal Availability of Nitrogen, Phosphorus, and Potassium journal May 2011
The Optimal Lateral Root Branching Density for Maize Depends on Nitrogen and Phosphorus Availability journal May 2014
Root Cortical Aerenchyma Enhances Nitrogen Acquisition from Low-Nitrogen Soils in Maize journal June 2014
Root Tip Shape Governs Root Elongation Rate under Increased Soil Strength journal June 2017
Root Cortical Senescence Improves Growth under Suboptimal Availability of N, P, and K journal June 2017
Reduction in Root Secondary Growth as a Strategy for Phosphorus Acquisition journal November 2017
The buckling of plant roots journal March 1982
Respiratory energy costs for the maintenance of biomass, for growth and for ion uptake in roots of Carex diandra and Carex acutiformis journal March 1988
The effect of soil compaction on wheat during early tillering. I. Growth, development and root structure journal May 1990
The branch roots of Zea. II. Developmental loss of the apical meristem in field-grown roots journal August 1991
The control of cell expansion in roots journal May 1994
Soil compaction and soil management – a review journal December 2009
Ecologists should not use statistical significance tests to interpret simulation model results journal November 2013
O pen S im R oot : widening the scope and application of root architectural models journal June 2017
Reduced root cortical burden improves growth and grain yield under low phosphorus availability in maize: Root cortical burden and phosphorus capture journal May 2018
Root metaxylem and architecture phenotypes integrate to regulate water use under drought stress journal September 2020
Soil penetration by maize roots is negatively related to ethylene‐induced thickening journal September 2021
Multiscale computational models can guide experimentation and targeted measurements for crop improvement journal March 2020
Soil Penetration by Earthworms and Plant Roots—Mechanical Energetics of Bioturbation of Compacted Soils journal June 2015
An insight into the water retention properties of compacted clayey soils journal April 2011
Root Morphology of Contrasting Maize Genotypes journal January 2002
Differential Genotypic and Root Type Penetration of Compacted Soil Layers journal May 1998
Soil Strength and Aeration Effects on Root Elongation journal September 1975
Root Responses to Alterations in Macroporosity and Penetrability in a Silt Loam Soil journal June 2014
Use of a Three-Dimensional Detailed Modeling Approach for Predicting Root Water Uptake journal January 2008
Experimental Evaluation of Earthworm and Plant Root Soil Penetration-Cavity Expansion Models Using Cone Penetrometer Analogs journal March 2016
Implementation and Application of a Root Growth Module in HYDRUS journal September 2017
Mechanical and Hydric Stress Effects on Maize Root System Development at Different Soil Compaction Levels journal October 2019
Spatio-Temporal Variation in Water Uptake in Seminal and Nodal Root Systems of Barley Plants Grown in Soil journal August 2020