ArticlePlant methods2023
Spatial and Texture Analysis of Root System distribution with Earth mover's Distance (STARSEED).
Article in Plant methods, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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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.
The trial behind it
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Who cites it
3 citing papers in PubMed.
- Seeing the unseen: A novel approach to extract latent plant root traits from digital images.Plant phenomics (Washington, D.C.) · 2025Article
- RPT: An integrated root phenotyping toolbox for segmenting and quantifying root system architecture.Plant biotechnology journal · 2025Article
- Fast and Efficient Root Phenotyping via Pose Estimation.Plant phenomics (Washington, D.C.) · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
purposeRoot system architectures are complex and challenging to characterize effectively for agronomic and ecological discovery.
methodsWe propose a new method, Spatial and Texture Analysis of Root SystEm distribution with Earth mover's Distance (STARSEED), for comparing root system distributions that incorporates spatial information through a novel application of the Earth Mover's Distance (EMD).
resultsWe illustrate that the approach captures the response of sesame root systems for different genotypes and soil moisture levels. STARSEED provides quantitative and visual insights into changes that occur in root architectures across experimental treatments.
conclusionSTARSEED can be generalized to other plants and provides insight into root system architecture development and response to varying growth conditions not captured by existing root architecture metrics and models. The code and data for our experiments are publicly available: https://github.com/GatorSense/STARSEED .
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Registered trials
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