Litcius/Paper detail

A Comparative Analysis of Quantitative Metrics of Root Architecture

Harini Rangarajan, Jonathan P. Lynch

2021Plant Phenomics39 citationsDOIOpen Access PDF

Abstract

estimate different subsets of the constituent phenes; they however do not provide any information regarding the underlying phene states. Estimates of phene aggregates are not unique representations of underlying constituent phenes: multiple phenotypes having phenes in different states could have similar aggregate metrics. Root growth angle is an important phene which is susceptible to measurement errors when 2D projection methods are used. Metrics that aggregate phenes which are complex functions of root growth angle and other phenes are also subject to measurement errors when 2D projection methods are used. These results support the hypothesis that estimates of phenes are more useful than metrics aggregating multiple phenes for phenotyping root architecture. We propose that these concepts are broadly applicable in phenotyping and phenomics.

Topics & Concepts

PhenomicsRoot (linguistics)Convex hullComputer scienceProjection (relational algebra)MathematicsStatisticsUnit rootPattern recognition (psychology)Biological systemAlgorithmRegular polygonArtificial intelligenceBiologyGeometryGeneticsGenomicsGenomeLinguisticsPhilosophyGenePlant nutrient uptake and metabolismPlant Molecular Biology ResearchPlant responses to water stress