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A real-time phenotyping framework using machine learning for plant stress severity rating in soybean

BACKGROUND: Phenotyping is a critical component of plant research. Accurate and precise trait collection, when integrated with genetic tools, can greatly accelerate the rate of genetic gain in crop improvement. However, efficient and automatic phenotyping of traits across large populations is a chal...

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Detalhes bibliográficos
Publicado no:Plant Methods
Main Authors: Naik, Hsiang Sing, Zhang, Jiaoping, Lofquist, Alec, Assefa, Teshale, Sarkar, Soumik, Ackerman, David, Singh, Arti, Singh, Asheesh K., Ganapathysubramanian, Baskar
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5385078/
https://ncbi.nlm.nih.gov/pubmed/28405214
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13007-017-0173-7
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