An Analysis of Soil Coring Strategies to Estimate Root Depth in Maize (Zea mays) and Common Bean (Phaseolus vulgaris)

A soil coring protocol was developed to cooptimize the estimation of root length distribution (RLD) by depth and detection of functionally important variation in root system architecture (RSA) of maize and bean. The functional-structural model OpenSimRoot was used to perform in silico soil coring at...

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Main Authors: James D. Burridge, Christopher K. Black, Eric A. Nord, Johannes A. Postma, Jagdeep S. Sidhu, Larry M. York, Jonathan P. Lynch
Format: Article
Language:English
Published: American Association for the Advancement of Science 2020-01-01
Series:Plant Phenomics
Online Access:http://dx.doi.org/10.34133/2020/3252703
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spelling doaj-f3ba101523164801b003dbdffab17b5e2021-01-07T09:57:14ZengAmerican Association for the Advancement of SciencePlant Phenomics2643-65152020-01-01202010.34133/2020/3252703An Analysis of Soil Coring Strategies to Estimate Root Depth in Maize (Zea mays) and Common Bean (Phaseolus vulgaris)James D. Burridge0Christopher K. Black1Eric A. Nord2Eric A. Nord3Johannes A. Postma4Jagdeep S. Sidhu5Larry M. York6Larry M. York7Jonathan P. Lynch8The Pennsylvania State University,Department of Plant Science,Tyson Building,University Park, PA 16802,USAThe Pennsylvania State University,Department of Plant Science,Tyson Building,University Park, PA 16802,USAThe Pennsylvania State University,Department of Plant Science,Tyson Building,University Park, PA 16802,USADepartment of Biology,Greenville University,315 E. College Ave,Greenville, IL 62246,USAForschungszentrum Jülich GmbH,Institute of Bio-and Geosciences-Plant Sciences (IBG-2),52425 Jülich,GermanyThe Pennsylvania State University,Department of Plant Science,Tyson Building,University Park, PA 16802,USAThe Pennsylvania State University,Department of Plant Science,Tyson Building,University Park, PA 16802,USANoble Research Institute,LLC,2510 Sam Noble Parkway,Ardmore, OK 73401,USAThe Pennsylvania State University,Department of Plant Science,Tyson Building,University Park, PA 16802,USAA soil coring protocol was developed to cooptimize the estimation of root length distribution (RLD) by depth and detection of functionally important variation in root system architecture (RSA) of maize and bean. The functional-structural model OpenSimRoot was used to perform in silico soil coring at six locations on three different maize and bean RSA phenotypes. Results were compared to two seasons of field soil coring and one trench. Two one-sided T-test (TOST) analysis of in silico data suggests a between-row location 5 cm from plant base (location 3), best estimates whole-plot RLD/D of deep, intermediate, and shallow RSA phenotypes, for both maize and bean. Quadratic discriminant analysis indicates location 3 has ~70% categorization accuracy for bean, while an in-row location next to the plant base (location 6) has ~85% categorization accuracy in maize. Analysis of field data suggests the more representative sampling locations vary by year and species. In silico and field studies suggest location 3 is most robust, although variation is significant among seasons, among replications within a field season, and among field soil coring, trench, and simulations. We propose that the characterization of the RLD profile as a dynamic rhizo canopy effectively describes how the RLD profile arises from interactions among an individual plant, its neighbors, and the pedosphere.http://dx.doi.org/10.34133/2020/3252703
collection DOAJ
language English
format Article
sources DOAJ
author James D. Burridge
Christopher K. Black
Eric A. Nord
Eric A. Nord
Johannes A. Postma
Jagdeep S. Sidhu
Larry M. York
Larry M. York
Jonathan P. Lynch
spellingShingle James D. Burridge
Christopher K. Black
Eric A. Nord
Eric A. Nord
Johannes A. Postma
Jagdeep S. Sidhu
Larry M. York
Larry M. York
Jonathan P. Lynch
An Analysis of Soil Coring Strategies to Estimate Root Depth in Maize (Zea mays) and Common Bean (Phaseolus vulgaris)
Plant Phenomics
author_facet James D. Burridge
Christopher K. Black
Eric A. Nord
Eric A. Nord
Johannes A. Postma
Jagdeep S. Sidhu
Larry M. York
Larry M. York
Jonathan P. Lynch
author_sort James D. Burridge
title An Analysis of Soil Coring Strategies to Estimate Root Depth in Maize (Zea mays) and Common Bean (Phaseolus vulgaris)
title_short An Analysis of Soil Coring Strategies to Estimate Root Depth in Maize (Zea mays) and Common Bean (Phaseolus vulgaris)
title_full An Analysis of Soil Coring Strategies to Estimate Root Depth in Maize (Zea mays) and Common Bean (Phaseolus vulgaris)
title_fullStr An Analysis of Soil Coring Strategies to Estimate Root Depth in Maize (Zea mays) and Common Bean (Phaseolus vulgaris)
title_full_unstemmed An Analysis of Soil Coring Strategies to Estimate Root Depth in Maize (Zea mays) and Common Bean (Phaseolus vulgaris)
title_sort analysis of soil coring strategies to estimate root depth in maize (zea mays) and common bean (phaseolus vulgaris)
publisher American Association for the Advancement of Science
series Plant Phenomics
issn 2643-6515
publishDate 2020-01-01
description A soil coring protocol was developed to cooptimize the estimation of root length distribution (RLD) by depth and detection of functionally important variation in root system architecture (RSA) of maize and bean. The functional-structural model OpenSimRoot was used to perform in silico soil coring at six locations on three different maize and bean RSA phenotypes. Results were compared to two seasons of field soil coring and one trench. Two one-sided T-test (TOST) analysis of in silico data suggests a between-row location 5 cm from plant base (location 3), best estimates whole-plot RLD/D of deep, intermediate, and shallow RSA phenotypes, for both maize and bean. Quadratic discriminant analysis indicates location 3 has ~70% categorization accuracy for bean, while an in-row location next to the plant base (location 6) has ~85% categorization accuracy in maize. Analysis of field data suggests the more representative sampling locations vary by year and species. In silico and field studies suggest location 3 is most robust, although variation is significant among seasons, among replications within a field season, and among field soil coring, trench, and simulations. We propose that the characterization of the RLD profile as a dynamic rhizo canopy effectively describes how the RLD profile arises from interactions among an individual plant, its neighbors, and the pedosphere.
url http://dx.doi.org/10.34133/2020/3252703
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