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November 30, 2025The Plant Phenome JournalOpen Access

Leveraging high‐dimensional seed colorspace in phenomic selection models for herbaceous perennial crops

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Authors

WKWilliam KeaggyZHZachary N. HarrisJBJackson Braley

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Overview

Observational analysis revealed complex correlation patterns in germination traits with hue in perennial crops, suggesting insights for breeding.

Key Points

  • Germination traits correlated with hue of seeds, indicating potential in breeding strategies.
  • Model predictions achieved maximum performance of r = 0.33, showing promise for seed trait forecasting.
  • Analysis utilized high-dimensional phenomic data from over 20,000 seeds scanned using PlantCV.
  • These findings highlight the role of color and morphological traits in enhancing perennial crop selection.

Cite This Study

Keaggy et al. (2025) studied this question.

synapsesocial.com/papers/692b9da01d383f2b2a37a3cbhttps://doi.org/10.1002/ppj2.70045
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