Machine Learning Approach for Prescriptive Plant Breeding

We explored the capability of fusing high dimensional phenotypic trait (phenomic) data with a machine learning (ML) approach to provide plant breeders the tools to do both in-season seed yield (SY) prediction and prescriptive cultivar development for targeted agro-management practices (e.g., row spa...

Full description

Saved in:
Bibliographic Details
Published in:Sci Rep
Main Authors: Parmley, Kyle A., Higgins, Race H., Ganapathysubramanian, Baskar, Sarkar, Soumik, Singh, Asheesh K.
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2019
Subjects:
Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6868245/
https://ncbi.nlm.nih.gov/pubmed/31748577
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-53451-4
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items