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DARLING: a device for assessing resistance to lodging in grain crops
BACKGROUND: Stalk lodging (breakage of plant stems prior to harvest) is a major problem for both farmers and plant breeders. A limiting factor in addressing this problem is the lack of a reliable method for phenotyping stalk strength. Previous methods of phenotyping stalk strength induce failure pat...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6720399/ https://www.ncbi.nlm.nih.gov/pubmed/31497063 http://dx.doi.org/10.1186/s13007-019-0488-7 |
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author | Cook, Douglas D. de la Chapelle, Witold Lin, Ting-Che Lee, Shien Yang Sun, Wenhuan Robertson, Daniel J. |
author_facet | Cook, Douglas D. de la Chapelle, Witold Lin, Ting-Che Lee, Shien Yang Sun, Wenhuan Robertson, Daniel J. |
author_sort | Cook, Douglas D. |
collection | PubMed |
description | BACKGROUND: Stalk lodging (breakage of plant stems prior to harvest) is a major problem for both farmers and plant breeders. A limiting factor in addressing this problem is the lack of a reliable method for phenotyping stalk strength. Previous methods of phenotyping stalk strength induce failure patterns different from those observed in natural lodging events. This paper describes a new device for field-based phenotyping of stalk strength called “DARLING” (device for assessing resistance to lodging in grains). The DARLING apparatus consists of a vertical arm which is connected to a horizontal footplate by a hinge. The operator places the device next to a stalk, aligns the stalk with a force sensor, steps on the footplate, and then pushes the vertical arm forward until the stalk breaks. Force and rotation are continuously recorded during the test and these quantities are used to calculate two quantities: stalk flexural stiffness and stalk bending strength. RESULTS: Field testing of DARLING was performed at multiple sites. Validation was based upon several factors. First, the device induces the characteristic “crease” or Brazier buckling failure patterns observed in naturally lodged stalks. Second, in agreement with prior research, flexural rigidity values attained using the DARLING apparatus are strongly correlated with bending strength measurements. Third, flexural stiffness and bending strength values obtained with DARLING are in agreement with laboratory-based stiffness and strength values for corn stalks. Finally, a paired specimen experimental design was used to determine that the flexural data obtained with DARLING is in agreement with laboratory-based flexural testing results of the same specimens. DARLING was also deployed in the field to assess phenotyping throughput (# of stalks phenotyped per hour). Over approximately 5000 tests, the average testing rate was found to be 210 stalks/h. CONCLUSIONS: The DARLING apparatus provides a quantitative assessment of stalk strength in a field setting. It induces the same failure patterns observed in natural lodging events. DARLING can also be used to perform non-destructive flexural tests. This technology has many applications, including breeding, genetic studies on stalk strength, longitudinal studies of stalk flexural stiffness, and risk assessment of lodging propensity. |
format | Online Article Text |
id | pubmed-6720399 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-67203992019-09-06 DARLING: a device for assessing resistance to lodging in grain crops Cook, Douglas D. de la Chapelle, Witold Lin, Ting-Che Lee, Shien Yang Sun, Wenhuan Robertson, Daniel J. Plant Methods Methodology BACKGROUND: Stalk lodging (breakage of plant stems prior to harvest) is a major problem for both farmers and plant breeders. A limiting factor in addressing this problem is the lack of a reliable method for phenotyping stalk strength. Previous methods of phenotyping stalk strength induce failure patterns different from those observed in natural lodging events. This paper describes a new device for field-based phenotyping of stalk strength called “DARLING” (device for assessing resistance to lodging in grains). The DARLING apparatus consists of a vertical arm which is connected to a horizontal footplate by a hinge. The operator places the device next to a stalk, aligns the stalk with a force sensor, steps on the footplate, and then pushes the vertical arm forward until the stalk breaks. Force and rotation are continuously recorded during the test and these quantities are used to calculate two quantities: stalk flexural stiffness and stalk bending strength. RESULTS: Field testing of DARLING was performed at multiple sites. Validation was based upon several factors. First, the device induces the characteristic “crease” or Brazier buckling failure patterns observed in naturally lodged stalks. Second, in agreement with prior research, flexural rigidity values attained using the DARLING apparatus are strongly correlated with bending strength measurements. Third, flexural stiffness and bending strength values obtained with DARLING are in agreement with laboratory-based stiffness and strength values for corn stalks. Finally, a paired specimen experimental design was used to determine that the flexural data obtained with DARLING is in agreement with laboratory-based flexural testing results of the same specimens. DARLING was also deployed in the field to assess phenotyping throughput (# of stalks phenotyped per hour). Over approximately 5000 tests, the average testing rate was found to be 210 stalks/h. CONCLUSIONS: The DARLING apparatus provides a quantitative assessment of stalk strength in a field setting. It induces the same failure patterns observed in natural lodging events. DARLING can also be used to perform non-destructive flexural tests. This technology has many applications, including breeding, genetic studies on stalk strength, longitudinal studies of stalk flexural stiffness, and risk assessment of lodging propensity. BioMed Central 2019-09-03 /pmc/articles/PMC6720399/ /pubmed/31497063 http://dx.doi.org/10.1186/s13007-019-0488-7 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Methodology Cook, Douglas D. de la Chapelle, Witold Lin, Ting-Che Lee, Shien Yang Sun, Wenhuan Robertson, Daniel J. DARLING: a device for assessing resistance to lodging in grain crops |
title | DARLING: a device for assessing resistance to lodging in grain crops |
title_full | DARLING: a device for assessing resistance to lodging in grain crops |
title_fullStr | DARLING: a device for assessing resistance to lodging in grain crops |
title_full_unstemmed | DARLING: a device for assessing resistance to lodging in grain crops |
title_short | DARLING: a device for assessing resistance to lodging in grain crops |
title_sort | darling: a device for assessing resistance to lodging in grain crops |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6720399/ https://www.ncbi.nlm.nih.gov/pubmed/31497063 http://dx.doi.org/10.1186/s13007-019-0488-7 |
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