Multiseriate cortical sclerenchyma enhance root penetration in compacted soils
Abstract
Mechanical impedance limits soil exploration and resource capture by plant roots. We examine the role of root anatomy in regulating plant adaptation to mechanical impedance and identify a root anatomical phene in maize (Zea mays) and wheat (Triticum aestivum) associated with penetration of hard soil: Multiseriate cortical sclerenchyma (MCS). We characterize this trait and evaluate the utility of MCS for root penetration in compacted soils. Roots with MCS had a greater cell wall-to-lumen ratio and a distinct UV emission spectrum in outer cortical cells. Genome-wide association mapping revealed that MCS is heritable and genetically controlled. We identified a candidate gene associated with MCS. Across all root classes and nodal positions, maize genotypes with MCS had 13% greater root lignin concentration compared to genotypes without MCS. Genotypes without MCS formed MCS upon exogenous ethylene exposure. Genotypes with MCS had greater lignin concentration and bending strength at the root tip. In controlled environments, MCS in maize and wheat was associated improved root tensile strength and increased penetration ability in compacted soils. Maize genotypes with MCS had root systems with 22% greater depth and 49% greater shoot biomass in compacted soils in the field compared to lines without MCS. Of the lines wemore »
- Authors:
-
- Pennsylvania State Univ., University Park, PA (United States). Dept. of Plant Science
- Univ. of Nottingham (United Kingdom). School of Biosciences. Division of Agricultural and Environment Sciences; The James Hutton Inst., Invergowrie (United Kingdom)
- Univ. of Nottingham (United Kingdom). School of Biosciences. Division of Agricultural and Environment Sciences; Univ. of Nottingham (United Kingdom). Centre for Plant Integrative Biology
- Pennsylvania State Univ., University Park, PA (United States). Dept. of Plant Science; Univ. of Nottingham (United Kingdom). School of Biosciences. Division of Agricultural and Environment Sciences; Univ. of Nottingham (United Kingdom). Centre for Plant Integrative Biology
- Publication Date:
- Research Org.:
- Pennsylvania State Univ., University Park, PA (United States)
- Sponsoring Org.:
- USDOE Advanced Research Projects Agency - Energy (ARPA-E)
- OSTI Identifier:
- 1816762
- Grant/Contract Number:
- AR0000821
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Proceedings of the National Academy of Sciences of the United States of America
- Additional Journal Information:
- Journal Volume: 118; Journal Issue: 6; Journal ID: ISSN 0027-8424
- Publisher:
- National Academy of Sciences
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; root anatomy; soil impedance; phenotype
Citation Formats
Schneider, Hannah M., Strock, Christopher F., Hanlon, Meredith T., Vanhees, Dorien J., Perkins, Alden C., Ajmera, Ishan B., Sidhu, Jagdeep Singh, Mooney, Sacha J., Brown, Kathleen M., and Lynch, Jonathan P. Multiseriate cortical sclerenchyma enhance root penetration in compacted soils. United States: N. p., 2021.
Web. doi:10.1073/pnas.2012087118.
Schneider, Hannah M., Strock, Christopher F., Hanlon, Meredith T., Vanhees, Dorien J., Perkins, Alden C., Ajmera, Ishan B., Sidhu, Jagdeep Singh, Mooney, Sacha J., Brown, Kathleen M., & Lynch, Jonathan P. Multiseriate cortical sclerenchyma enhance root penetration in compacted soils. United States. https://doi.org/10.1073/pnas.2012087118
Schneider, Hannah M., Strock, Christopher F., Hanlon, Meredith T., Vanhees, Dorien J., Perkins, Alden C., Ajmera, Ishan B., Sidhu, Jagdeep Singh, Mooney, Sacha J., Brown, Kathleen M., and Lynch, Jonathan P. Wed .
"Multiseriate cortical sclerenchyma enhance root penetration in compacted soils". United States. https://doi.org/10.1073/pnas.2012087118. https://www.osti.gov/servlets/purl/1816762.
@article{osti_1816762,
title = {Multiseriate cortical sclerenchyma enhance root penetration in compacted soils},
author = {Schneider, Hannah M. and Strock, Christopher F. and Hanlon, Meredith T. and Vanhees, Dorien J. and Perkins, Alden C. and Ajmera, Ishan B. and Sidhu, Jagdeep Singh and Mooney, Sacha J. and Brown, Kathleen M. and Lynch, Jonathan P.},
abstractNote = {Mechanical impedance limits soil exploration and resource capture by plant roots. We examine the role of root anatomy in regulating plant adaptation to mechanical impedance and identify a root anatomical phene in maize (Zea mays) and wheat (Triticum aestivum) associated with penetration of hard soil: Multiseriate cortical sclerenchyma (MCS). We characterize this trait and evaluate the utility of MCS for root penetration in compacted soils. Roots with MCS had a greater cell wall-to-lumen ratio and a distinct UV emission spectrum in outer cortical cells. Genome-wide association mapping revealed that MCS is heritable and genetically controlled. We identified a candidate gene associated with MCS. Across all root classes and nodal positions, maize genotypes with MCS had 13% greater root lignin concentration compared to genotypes without MCS. Genotypes without MCS formed MCS upon exogenous ethylene exposure. Genotypes with MCS had greater lignin concentration and bending strength at the root tip. In controlled environments, MCS in maize and wheat was associated improved root tensile strength and increased penetration ability in compacted soils. Maize genotypes with MCS had root systems with 22% greater depth and 49% greater shoot biomass in compacted soils in the field compared to lines without MCS. Of the lines we assessed, MCS was present in 30 to 50% of modern maize, wheat, and barley cultivars but was absent in teosinte and wild and landrace accessions of wheat and barley. MCS merits investigation as a trait for improving plant performance in maize, wheat, and other grasses under edaphic stress.},
doi = {10.1073/pnas.2012087118},
journal = {Proceedings of the National Academy of Sciences of the United States of America},
number = 6,
volume = 118,
place = {United States},
year = {Wed Feb 03 00:00:00 EST 2021},
month = {Wed Feb 03 00:00:00 EST 2021}
}
Works referenced in this record:
Lignin Biosynthesis
journal, June 2003
- Boerjan, Wout; Ralph, John; Baucher, Marie
- Annual Review of Plant Biology, Vol. 54, Issue 1, p. 519-546
Large Root Cortical Cell Size Improves Drought Tolerance in Maize
journal, October 2014
- Chimungu, Joseph G.; Brown, Kathleen M.; Lynch, Jonathan P.
- Plant Physiology, Vol. 166, Issue 4
Comparing the defence-related gene expression changes upon root-knot nematode attack in susceptible versus resistant cultivars of rice
journal, March 2016
- Kumari, Chanchal; Dutta, Tushar K.; Banakar, Prakash
- Scientific Reports, Vol. 6, Issue 1
Cortical Cell Diameter Is Key To Energy Costs of Root Growth in Wheat
journal, May 2019
- Colombi, Tino; Herrmann, Anke Marianne; Vallenback, Pernilla
- Plant Physiology, Vol. 180, Issue 4
Phenylalanine ammonia lyase as a precursory enzyme of legume stem lignification
journal, January 1995
- Bidlack, J. E.; Buxton, D. R.; Shibles, R. M.
- Canadian Journal of Plant Science, Vol. 75, Issue 1
The Relation of Cellulose and Lignin Content to the Nutritive Value of Animal Feeds
journal, April 1938
- Crampton, E. W.; Maynard, L. A.
- The Journal of Nutrition, Vol. 15, Issue 4
Acetyl Bromide Soluble Lignin (ABSL) Assay for Total Lignin Quantification from Plant Biomass
journal, January 2017
- Barnes, William; Anderson, Charles
- BIO-PROTOCOL, Vol. 7, Issue 5
Root cortical aerenchyma improves the drought tolerance of maize ( Zea mays L.)
journal, February 2010
- Zhu, Jinming; Brown, Kathleen M.; Lynch, Jonathan P.
- Plant, Cell & Environment
Root cortex: structural and functional variability and responses to environmental stress
journal, January 2004
- Lux, Alexander; Luxová, Miroslava; Abe, Jun
- Root Research, Vol. 13, Issue 3
The nodal roots of Zea : their development in relation to structural features of the stem
journal, November 1986
- Hoppe, D. C.; McCully, M. E.; Wenzel, C. L.
- Canadian Journal of Botany, Vol. 64, Issue 11
Genotypic Variation for Root Penetration of a Soil Pan
journal, March 1999
- May, O. Lloyd; Kasperbauer, Michael J.
- Journal of Sustainable Agriculture, Vol. 13, Issue 4
Plant functional traits and soil carbon sequestration in contrasting biomes
journal, May 2008
- De Deyn, Gerlinde B.; Cornelissen, Johannes H. C.; Bardgett, Richard D.
- Ecology Letters, Vol. 11, Issue 5
Progressive drought alters architectural and anatomical traits of rice roots
journal, December 2018
- Hazman, Mohamed; Brown, Kathleen M.
- Rice, Vol. 11, Issue 1
Sclareol Induces Plant Resistance to Root-Knot Nematode Partially Through Ethylene-Dependent Enhancement of Lignin Accumulation
journal, April 2015
- Fujimoto, Taketo; Mizukubo, Takayuki; Abe, Hiroshi
- Molecular Plant-Microbe Interactions®, Vol. 28, Issue 4
R/qtl: QTL mapping in experimental crosses
journal, May 2003
- Broman, K. W.; Wu, H.; Sen, S.
- Bioinformatics, Vol. 19, Issue 7
Cinnamyl alcohol dehydrogenases-C and D, key enzymes in lignin biosynthesis, play an essential role in disease resistance in Arabidopsis
journal, January 2010
- Tronchet, Maurice; BalaguÃ, Claudine; Kroj, Thomas
- Molecular Plant Pathology, Vol. 11, Issue 1
Root anatomical traits contribute to deeper rooting of maize under compacted field conditions
journal, May 2020
- Vanhees, Dorien J.; Loades, Kenneth W.; Bengough, A. Glyn
- Journal of Experimental Botany, Vol. 71, Issue 14
Lignin biochemistry: Biosynthesis and biodegradation
journal, January 1990
- Higuchi, T.
- Wood Science and Technology, Vol. 24, Issue 1
The Morphology and Relationships of Austrobaileya
journal, January 1949
- Bailey, Irving W.; Swamy, B. G. L.
- Journal of the Arnold Arboretum., Vol. 30, Issue 3
Constricted growth of grass roots through rigid pores
journal, June 1985
- Scholefield, D.; Hall, D. M.
- Plant and Soil, Vol. 85, Issue 2
Development and application of MIPAR™: a novel software package for two- and three-dimensional microstructural characterization
journal, April 2014
- Sosa, John M.; Huber, Daniel E.; Welk, Brian
- Integrating Materials and Manufacturing Innovation, Vol. 3, Issue 1
QTL mapping and phenotypic variation for root architectural traits in maize (Zea mays L.)
journal, September 2014
- Burton, Amy L.; Johnson, James M.; Foerster, Jillian M.
- Theoretical and Applied Genetics, Vol. 127, Issue 11
Lignin turnover in arable soil and grassland analysed with two different labelling approaches
journal, June 2007
- Heim, A.; Schmidt, M. W. I.
- European Journal of Soil Science, Vol. 58, Issue 3
Ethylene modulates root cortical senescence in barley
journal, April 2018
- Schneider, Hannah M.; Wojciechowski, Tobias; Postma, Johannes A.
- Annals of Botany, Vol. 122, Issue 1
Effects of soil compaction on root elongation and anatomy of different cereal plant species
journal, May 2012
- Lipiec, Jerzy; Horn, Rainer; Pietrusiewicz, Jacek
- Soil and Tillage Research, Vol. 121
Quantitative trait loci for root-penetration ability and root thickness in rice: Comparison of genetic backgrounds
journal, February 2000
- Zheng, Hong-gang; Babu, Md., R. Chandra; Pathan, M. Safiullah
- Genome, Vol. 43, Issue 1
Programmed Proteome Response for Drought Avoidance/Tolerance in the Root of a C3 Xerophyte (Wild Watermelon) Under Water Deficits
journal, December 2007
- Yoshimura, K.; Masuda, A.; Kuwano, M.
- Plant and Cell Physiology, Vol. 49, Issue 2
The Influence of Cellulose Content on Tensile Strength in Tree Roots
journal, December 2005
- Genet, Marie; Stokes, Alexia; Salin, Franck
- Plant and Soil, Vol. 278, Issue 1-2
Lignins: Natural polymers from oxidative coupling of 4-hydroxyphenyl- propanoids
journal, January 2004
- Ralph, John; Lundquist, Knut; Brunow, Gösta
- Phytochemistry Reviews, Vol. 3, Issue 1-2, p. 29-60
Organic inputs for soil fertility management in tropical agroecosystems: application of an organic resource database
journal, January 2001
- Palm, Cheryl A.; Gachengo, Catherine N.; Delve, Robert J.
- Agriculture, Ecosystems & Environment, Vol. 83, Issue 1-2
Lignins and lignification: Selected issues
journal, January 2000
- Boudet, Alain-M
- Plant Physiology and Biochemistry, Vol. 38, Issue 1-2
Carbon-13 natural abundance as a tool to study the dynamics of lignin monomers in soil: an appraisal at the Closeaux experimental field (France)
journal, September 2005
- Dignac, M. -F.; Bahri, H.; Rumpel, C.
- Geoderma, Vol. 128, Issue 1-2
Opportunities and challenges in the subsoil: pathways to deeper rooted crops
journal, January 2015
- Lynch, Jonathan P.; Wojciechowski, Tobias
- Journal of Experimental Botany, Vol. 66, Issue 8
Root cortical aerenchyma inhibits radial nutrient transport in maize (Zea mays)
journal, November 2013
- Hu, Bo; Henry, Amelia; Brown, Kathleen M.
- Annals of Botany, Vol. 113, Issue 1
Laser ablation tomography for visualization of root colonization by edaphic organisms
journal, June 2019
- Strock, Christopher F.; Schneider, Hannah M.; Galindo-Castañeda, Tania
- Journal of Experimental Botany, Vol. 70, Issue 19
The buckling of plant roots
journal, March 1982
- Whiteley, G. M.; Hewitt, J. S.; Dexter, A. R.
- Physiologia Plantarum, Vol. 54, Issue 3
Genotypic differences in root penetration ability of wheat through thin wax layers in contrasting water regimes and in the field
journal, October 2007
- Botwright Acuña, T. L.; Pasuquin, E.; Wade, L. J.
- Plant and Soil, Vol. 301, Issue 1-2
Trade-off between root porosity and mechanical strength in species with different types of aerenchyma
journal, May 2007
- Striker, G. G.; Insausti, P.; Grimoldi, A. A.
- Plant, Cell & Environment, Vol. 30, Issue 5
Does Morphological and Anatomical Plasticity during the Vegetative Stage Make Wheat More Tolerant of Water Deficit Stress Than Rice?
journal, January 2015
- Kadam, Niteen N.; Yin, Xinyou; Bindraban, Prem S.
- Plant Physiology, Vol. 167, Issue 4
Temporal Changes in c and n Stocks of Restored Prairie: Implications for c Sequestration Strategies
journal, September 2008
- Matamala, R.; Jastrow, J. D.; Miller, R. M.
- Ecological Applications, Vol. 18, Issue 6
Iterative Usage of Fixed and Random Effect Models for Powerful and Efficient Genome-Wide Association Studies
journal, February 2016
- Liu, Xiaolei; Huang, Meng; Fan, Bin
- PLOS Genetics, Vol. 12, Issue 2
Expanding the genetic map of maize with the intermated B73 × Mo17 (IBM) population
journal, January 2002
- Lee, Michael; Sharopova, Natalya; Beavis, William D.
- Plant Molecular Biology, Vol. 48, Issue 5-6, p. 453-461
Development and application of MIPAR™: a novel software package for two- and three-dimensional microstructural characterization
journal, April 2014
- Sosa, John M.; Huber, Daniel E.; Welk, Brian
- Integrating Materials and Manufacturing Innovation, Vol. 3, Issue 1
New roots for agriculture: exploiting the root phenome
journal, June 2012
- Lynch, Jonathan P.; Brown, Kathleen M.
- Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 367, Issue 1595
Root phenes that reduce the metabolic costs of soil exploration: opportunities for 21st century agriculture: New roots for agriculture
journal, November 2014
- Lynch, Jonathan P.
- Plant, Cell & Environment, Vol. 38, Issue 9
Rightsizing root phenotypes for drought resistance
journal, February 2018
- Lynch, Jonathan P.
- Journal of Experimental Botany, Vol. 69, Issue 13
Genotypic Variation of the Ability of Root to Penetrate Hard Soil Layers among Japanese Wheat Cultivars
journal, January 2006
- Kubo, Katashi; Iwama, Kazuto; Yanagisawa, Akira
- Plant Production Science, Vol. 9, Issue 1
Steep, cheap and deep: an ideotype to optimize water and N acquisition by maize root systems
journal, January 2013
- Lynch, Jonathan P.
- Annals of Botany, Vol. 112, Issue 2
Rooting, Water Uptake, and Xylem Structure Adaptation to Drought of Two Sorghum Cultivars
journal, January 1999
- Salih, A. A.; Ali, I. A.; Lux, A.
- Crop Science, Vol. 39, Issue 1
Human impacts on soil properties and their implications for the sensitivity of soil systems in Scotland
journal, January 2001
- Grieve, Ian C.
- CATENA, Vol. 42, Issue 2-4
Genetic control of root architectural plasticity in maize
journal, February 2020
- Schneider, Hannah M.; Klein, Stephanie P.; Hanlon, Meredith T.
- Journal of Experimental Botany
Cortical Cell Diameter Is Key To Energy Costs of Root Growth in Wheat
journal, May 2019
- Colombi, Tino; Herrmann, Anke Marianne; Vallenback, Pernilla
- Plant Physiology, Vol. 180, Issue 4
Lignin Biosynthesis
journal, June 2003
- Boerjan, Wout; Ralph, John; Baucher, Marie
- Annual Review of Plant Biology, Vol. 54, Issue 1, p. 519-546
Development and Structure of the Root Cortex in Caltha palustris L. and Nymphaea odorata Ait.
journal, September 2000
- Seago, J.
- Annals of Botany, Vol. 86, Issue 3
Why fine tree roots are stronger than thicker roots: The role of cellulose and lignin in relation to slope stability
journal, February 2014
- Zhang, Chao-Bo; Chen, Li-Hua; Jiang, Jing
- Geomorphology, Vol. 206
Root Phenes for Enhanced Soil Exploration and Phosphorus Acquisition: Tools for Future Crops
journal, May 2011
- Lynch, Jonathan P.
- Plant Physiology, Vol. 156, Issue 3
The C.I.E. colorimetric standards and their use
journal, January 1931
- Smith, T.; Guild, J.
- Transactions of the Optical Society, Vol. 33, Issue 3, p. 73-134
Lignin and cellulose concentrations in roots of Douglas fir and European beech of different diameter classes and soil depths
journal, September 2013
- Thomas, Frank M.; Molitor, Florian; Werner, Willy
- Trees, Vol. 28, Issue 1
Mixed linear model approach adapted for genome-wide association studies
journal, March 2010
- Zhang, Zhiwu; Ersoz, Elhan; Lai, Chao-Qiang
- Nature Genetics, Vol. 42, Issue 4
Activity of Phenylalanine Ammonia‐Lyase, Tyrosine Ammonia‐Lyase, and Cinnamyl Alcohol Dehydrogenase in the Maize Stalk
journal, November 1993
- Morrison, T. A.; Buxton, D. R.
- Crop Science, Vol. 33, Issue 6
Long-Term Changes in Mollisol Organic Carbon and Nitrogen
journal, January 2009
- David, Mark B.; McIsaac, Gregory F.; Darmody, Robert G.
- Journal of Environmental Quality, Vol. 38, Issue 1
Ethylene-induced changes in lignification and cell wall-degrading enzymes in the roots of mungbean (Vigna radiata) sprouts
journal, December 2013
- Huang, Wei-Na; Liu, Hong-Kai; Zhang, Hua-Hua
- Plant Physiology and Biochemistry, Vol. 73
Variation in Fibre and Parenchyma Wall Thickness in Culms of the Bamboo Sinobambusa Tootsik
journal, January 1988
- Alvin, K. L.; Murphy, R. J.
- IAWA Journal, Vol. 9, Issue 4
Multiseriate cortical sclerenchyma enhance root penetration in compacted soils
dataset, January 2021
- Schneider, Hannah
- Zenodo
Tillage and tractor traffic effects on soil compaction in horticultural fields used for peri-urban agriculture in a semi-arid environment of the North West Province, South Africa
journal, April 2009
- Materechera, S. A.
- Soil and Tillage Research, Vol. 103, Issue 1
Multiseriate cortical sclerenchyma enhance root penetration in compacted soils
dataset, January 2021
- Schneider, Hannah
- Zenodo
Root phenotypes for improved nutrient capture: an underexploited opportunity for global agriculture
journal, March 2019
- Lynch, Jonathan P.
- New Phytologist, Vol. 223, Issue 2
Root anatomical phenes associated with water acquisition from drying soil: targets for crop improvement
journal, April 2014
- Lynch, Jonathan P.; Chimungu, Joseph G.; Brown, Kathleen M.
- Journal of Experimental Botany, Vol. 65, Issue 21
Shovelomics: high throughput phenotyping of maize (Zea mays L.) root architecture in the field
journal, November 2010
- Trachsel, Samuel; Kaeppler, Shawn M.; Brown, Kathleen M.
- Plant and Soil, Vol. 341, Issue 1-2
The Morphology and Relationships of Austrobaileya
journal, January 1949
- Bailey, Irving W.; Swamy, B. G. L.
- Journal of the Arnold Arboretum., Vol. 30, Issue 3
How do roots elongate in a structured soil?
journal, September 2013
- Jin, Kemo; Shen, Jianbo; Ashton, Rhys W.
- Journal of Experimental Botany, Vol. 64, Issue 15
Reduced cellulose synthesis invokes lignification and defense responses in Arabidopsis thaliana
journal, May 2003
- Cano-Delgado, Ana; Penfield, Steven; Smith, Caroline
- The Plant Journal, Vol. 34, Issue 3
Root strength and trampling tolerance in the grass Paspalum dilatatum and the dicot Lotus glaber in flooded soil
journal, February 2006
- Striker, G. G.; Insausti, P.; Grimoldi, A. A.
- Functional Ecology, Vol. 20, Issue 1
Erratum: “Three-dimensional analysis of biological systems via a novel laser ablation technique” [J. Laser Appl. 31, 022602 (2019)]
journal, August 2019
- Hall, Benjamin; Lanba, Asheesh; Lynch, Jonathan P.
- Journal of Laser Applications, Vol. 31, Issue 3
Adaptation of Root Function by Nutrient-Induced Plasticity of Endodermal Differentiation
journal, January 2016
- Barberon, Marie; Vermeer, Joop Engelbertus Martinus; De Bellis, Damien
- Cell, Vol. 164, Issue 3
Trade-off between root porosity and mechanical strength in species with different types of aerenchyma
journal, May 2007
- Striker, G. G.; Insausti, P.; Grimoldi, A. A.
- Plant, Cell & Environment, Vol. 30, Issue 5
Progressive drought alters architectural and anatomical traits of rice roots
journal, December 2018
- Hazman, Mohamed; Brown, Kathleen M.
- Rice, Vol. 11, Issue 1
Changes in phenolic acid and lignin biosynthesis in response to treatment of root tissue of the Swedish Turnip (Brassica napo-brassica) with ethylene
journal, September 1973
- Rhodes, M. J. C.; Wooltorton, L. S. C.
- Qualitas Plantarum Plant Foods for Human Nutrition, Vol. 23, Issue 1-3
R/qtl: QTL mapping in experimental crosses
journal, May 2003
- Broman, K. W.; Wu, H.; Sen, S.
- Bioinformatics, Vol. 19, Issue 7
Cinnamyl alcohol dehydrogenases-C and D, key enzymes in lignin biosynthesis, play an essential role in disease resistance in Arabidopsis
journal, January 2010
- Tronchet, Maurice; BalaguÃ, Claudine; Kroj, Thomas
- Molecular Plant Pathology, Vol. 11, Issue 1
Influence of root diameter on the penetration of seminal roots into a compacted subsoil
journal, August 1992
- Materechera, S. A.; Alston, A. M.; Kirby, J. M.
- Plant and Soil, Vol. 144, Issue 2
Laser ablation tomography for visualization of root colonization by edaphic organisms
journal, June 2019
- Strock, Christopher F.; Schneider, Hannah M.; Galindo-Castañeda, Tania
- Journal of Experimental Botany, Vol. 70, Issue 19
Reduced Root Cortical Cell File Number Improves Drought Tolerance in Maize
journal, October 2014
- Chimungu, Joseph G.; Brown, Kathleen M.; Lynch, Jonathan P.
- Plant Physiology, Vol. 166, Issue 4
Lignin content and chemical characteristics in maize and wheat vary between plant organs and growth stages: consequences for assessing lignin dynamics in soil
journal, February 2011
- Abiven, Samuel; Heim, Alexander; Schmidt, Michael W. I.
- Plant and Soil, Vol. 343, Issue 1-2
The composite water and solute transport of barley (Hordeum vulgare) roots: effect of suberized barriers
journal, January 2017
- Ranathunge, Kosala; Kim, Yangmin X.; Wassmann, Friedrich
- Annals of Botany
Subsoil compaction effects on crops in Punjab, Pakistan:
journal, July 2001
- Ishaq, M.; Ibrahim, M.; Hassan, A.
- Soil and Tillage Research, Vol. 60, Issue 3-4
Effects of a compacted subsoil layer on root and shoot growth, water use and nutrient uptake of winter wheat
journal, April 1988
- Barraclough, P. B.; Weir, A. H.
- The Journal of Agricultural Science, Vol. 110, Issue 2
Differential Genotypic and Root Type Penetration of Compacted Soil Layers
journal, May 1998
- Bushamuka, Victor N.; Zobel, Richard W.
- Crop Science, Vol. 38, Issue 3
Root anatomical phenes predict root penetration ability and biomechanical properties in maize (Zea Mays)
journal, April 2015
- Chimungu, Joseph G.; Loades, Kenneth W.; Lynch, Jonathan P.
- Journal of Experimental Botany, Vol. 66, Issue 11
Development of anatomical structure of roots of Phragmites australis
journal, February 2002
- Soukup, Ales; Votrubova, Olga; Cizkova, Hana
- New Phytologist, Vol. 153, Issue 2
Does Morphological and Anatomical Plasticity during the Vegetative Stage Make Wheat More Tolerant of Water Deficit Stress Than Rice?
journal, January 2015
- Kadam, Niteen N.; Yin, Xinyou; Bindraban, Prem S.
- Plant Physiology, Vol. 167, Issue 4
An Expanded Maize Gene Expression Atlas based on RNA Sequencing and its Use to Explore Root Development
journal, January 2016
- Stelpflug, Scott C.; Sekhon, Rajandeep S.; Vaillancourt, Brieanne
- The Plant Genome, Vol. 9, Issue 1
Carbohydrate and lignin contents of plant materials used in animal feeding
journal, August 1997
- Knudsen, Knud Erik Bach
- Animal Feed Science and Technology, Vol. 67, Issue 4
Agronomic consequences of tractor wheel compaction on a clay soil
journal, August 2006
- Chan, K. Y.; Oates, A.; Swan, A. D.
- Soil and Tillage Research, Vol. 89, Issue 1
A combined RFLP and AFLP linkage map of upland rice (Oryza sativa L.) used to identify QTLs for root-penetration ability
journal, January 2000
- Price, A. H.; Steele, K. A.; Moore, B. J.
- Theoretical and Applied Genetics, Vol. 100, Issue 1
Genetic control of root anatomical plasticity in maize
journal, March 2020
- Schneider, Hannah M.; Klein, Stephanie P.; Hanlon, Meredith T.
- The Plant Genome, Vol. 13, Issue 1
Root cortical burden influences drought tolerance in maize
journal, April 2013
- Jaramillo, Raúl E.; Nord, Eric A.; Chimungu, Joseph G.
- Annals of Botany, Vol. 112, Issue 2
Three-dimensional analysis of biological systems via a novel laser ablation technique
journal, May 2019
- Hall, Benjamin; Lanba, Asheesh
- Journal of Laser Applications, Vol. 31, Issue 2
Utility of root cortical aerenchyma under water limited conditions in tropical maize (Zea mays L.)
journal, February 2015
- Chimungu, Joseph G.; Maliro, Moses F. A.; Nalivata, Patson C.
- Field Crops Research, Vol. 171
Root anatomical traits contribute to deeper rooting of maize under compacted field conditions
journal, May 2020
- Vanhees, Dorien J.; Loades, Kenneth W.; Bengough, A. Glyn
- Journal of Experimental Botany, Vol. 71, Issue 14
Cell‐Wall Composition of Maize Internodes of Varying Maturity
journal, March 1998
- Morrison, T. A.; Jung, H. G.; Buxton, D. R.
- Crop Science, Vol. 38, Issue 2
Root cortical senescence decreases root respiration, nutrient content and radial water and nutrient transport in barley: Cortical senescence reduces respiration, nutrient content and radial transport
journal, April 2017
- Schneider, Hannah M.; Wojciechowski, Tobias; Postma, Johannes A.
- Plant, Cell & Environment, Vol. 40, Issue 8
Demystifying roots: A need for clarification and extended concepts in root phenotyping
journal, May 2019
- Lobet, Guillaume; Paez-Garcia, Ana; Schneider, Hannah
- Plant Science, Vol. 282
Genotypic variation and nitrogen stress effects on root anatomy in maize are node specific
journal, June 2019
- Yang, Jennifer T.; Schneider, Hannah M.; Brown, Kathleen M.
- Journal of Experimental Botany, Vol. 70, Issue 19
Root anatomical phenes associated with water acquisition from drying soil: targets for crop improvement
journal, April 2014
- Lynch, Jonathan P.; Chimungu, Joseph G.; Brown, Kathleen M.
- Journal of Experimental Botany, Vol. 65, Issue 21
Root Cortical Aerenchyma Enhances Nitrogen Acquisition from Low-Nitrogen Soils in Maize
journal, June 2014
- Saengwilai, P.; Nord, E. A.; Chimungu, J. G.
- PLANT PHYSIOLOGY, Vol. 166, Issue 2
Use of Wax‐Petrolatum Layers for Screening Rice Root Penetration
journal, May 1995
- Yu, Long‐Xi; Ray, Jeffery D.; O'Toole, John C.
- Crop Science, Vol. 35, Issue 3
RootScan: Software for high-throughput analysis of root anatomical traits
journal, February 2012
- Burton, Amy L.; Williams, Michael; Lynch, Jonathan P.
- Plant and Soil, Vol. 357, Issue 1-2