ArticlePlants (Basel, Switzerland)2022
High-Throughput Root Imaging Analysis Reveals Wide Variation in Root Morphology of Wild Adzuki bean (
Article in Plants (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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The trial behind it
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Who cites it
6 citing papers in PubMed.
- Review
- Python algorithm package for automated Estimation of major legume root traits using two dimensional images.Scientific reports · 2025Article
- RDA-Genebank and Digital Phenotyping for Next-Generation Research on Plant Genetic Resources.Plants (Basel, Switzerland) · 2023Article
- Genome-Wide Association Studies of Seven Root Traits in Soybean (International journal of molecular sciences · 2023Article
- Exploiting genetic and genomic resources to enhance productivity and abiotic stress adaptation of underutilized pulses.Frontiers in genetics · 2023Review
- High-Throughput Phenotypic Characterization and Diversity Analysis of Soybean Roots (Plants (Basel, Switzerland) · 2022Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Root system architecture and morphological diversification in wild accessions are important for crop improvement and productivity in adzuki beans. In this study, via analysis using 2-dimensional (2D) root imaging and WinRHIZO Pro software, we described the root traits of 61 adzuki bean accessions in their early vegetative growth stage. These accessions were chosen for study because they are used in Korea's crop improvement programs; however, their root traits have not been sufficiently investigated. Analysis of variance revealed a significant difference between the accessions of all measured root traits. Distribution analysis demonstrated that most of the root traits followed normal distribution. The accessions showed up to a 17-fold increase in the values in contrasting accessions for the root traits. For total root length (TRL), the values ranged from 82.43 to 1435 cm, and for surface area (SA), they ranged from 12.30 to 208.39 cm
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Registered trials
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