Evidence map›Paper›PMID 38292308›Full record

ArticleMethodsX2024

Biomechanical phenotyping pipeline for stalk lodging resistance in maize.

Kaitlin Tabaracci, Norbert T Bokros, Yusuf Oduntan, Bharath Kunduru, Joseph DeKold, Endalkachew Mengistie, Armando McDonald, Christopher J Stubbs, Rajandeep S Sekhon, Seth DeBolt and 1 more

Abstract read
In one paragraph

Article in MethodsX, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Kaitlin TabaracciDepartment of Mechanical Engineering, University of Idaho, Moscow, ID, USA.
Norbert T BokrosDepartment of Horticulture, University of Kentucky, Lexington, KY, USA.
Yusuf OduntanDepartment of Mechanical Engineering, University of Idaho, Moscow, ID, USA.
Bharath KunduruDepartment of Genetics and Biochemistry, Clemson University, Clemson, SC, USA.
Joseph DeKoldDepartment of Mechanical Engineering, University of Idaho, Moscow, ID, USA.
Endalkachew MengistieDepartment of Forest, Rangeland and Fire Sciences, University of Idaho, Moscow, ID, USA.
Armando McDonaldDepartment of Forest, Rangeland and Fire Sciences, University of Idaho, Moscow, ID, USA.
Christopher J StubbsSchool of Computer Sciences and Engineering, Fairleigh Dickinson University, Teaneck, NJ, USA.
Rajandeep S SekhonDepartment of Genetics and Biochemistry, Clemson University, Clemson, SC, USA.
Seth DeBoltDepartment of Horticulture, University of Kentucky, Lexington, KY, USA.
Daniel J RobertsonDepartment of Mechanical Engineering, University of Idaho, Moscow, ID, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Stalk lodging (structural failure crops prior to harvest) significantly reduces annual yields of vital grain crops. The lack of standardized, high throughput phenotyping methods capable of quantifying biomechanical plant traits prevents comprehensive understanding of the genetic architecture of stalk lodging resistance. A phenotyping pipeline developed to enable higher throughput biomechanical measurements of plant traits related to stalk lodging is presented. The methods were developed using principles from the fields of engineering mechanics and metrology and they enable retention of plant-specific data instead of averaging data across plots as is typical in most phenotyping studies. This pipeline was specifically designed to be implemented in large experimental studies and has been used to phenotype over 40,000 maize stalks. The pipeline includes both lab- and field-based phenotyping methodologies and enables the collection of metadata. Best practices learned by implementing this pipeline over the past three years are presented. The specific instruments (including model numbers and manufacturers) that work well for these methods are presented, however comparable instruments may be used in conjunction with these methods as seen fit.•Efficient methods to measure biomechanical traits and record metadata related to stalk lodging.•Can be used in studies with large sample sizes (i.e., > 1,000).

Indexed as

Bending stiffnessBending strengthBiomechanicalBiomechanical phenotyping pipeline for maizeLodgingMaizePhenotypingStalk

Identifiers

PMID38292308
PMCPMC10825676

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.