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Machine learning classification of plant genotypes grown under different light conditions through the integration of multi-scale time-series data

In order to mitigate the effects of a changing climate, agriculture requires more effective evaluation, selection, and production of crop cultivars in order to accelerate genotype-to-phenotype connections and the selection of beneficial traits. Critically, plant growth and development are highly dep...

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Detalles Bibliográficos
Autores principales: Sakeef, Nazmus, Scandola, Sabine, Kennedy, Curtis, Lummer, Christina, Chang, Jiameng, Uhrig, R. Glen, Lin, Guohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10275741/
https://www.ncbi.nlm.nih.gov/pubmed/37333861
http://dx.doi.org/10.1016/j.csbj.2023.05.005