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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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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