Article
Decoupling the chemical and physical origins of the seed spectral manifold in sorghum.
NPJ systems biology and applications - 11 May 2026
Baek Insuck, Lim Seunghyun, Kandpal Lalit M, Hwang Chansong, Kim Moon S, Park Sunchung, Prom Louis K, Meinhardt Lyndel W, Magill Clint, Ahn Ezekiel
Abstract excerpt
Biological structures interact with light as complex manifolds, yet genomic studies often reduce these phenotypes to scalar traits. Here we resolve the sorghum seed spectral manifold into separable axes corresponding primarily to pigment-associated and structure-associated optical variation. Path analysis indicates that near-infrared (NIR) reflectance is associated primarily with an indirect path through seed...
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