Article
Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction.
Molecular plant - 7 Nov 2022
Xu Yunbi, Zhang Xingping, Li Huihui, Zheng Hongjian, Zhang Jianan, Olsen Michael S, Varshney Rajeev K, Prasanna Boddupalli M, Qian Qian
Abstract excerpt
The first paradigm of plant breeding involves direct selection-based phenotypic observation, followed by predictive breeding using statistical models for quantitative traits constructed based on genetic experimental design and, more recently, by incorporation of molecular marker genotypes. However, plant performance or phenotype (P) is determined by the combined effects of genotype (G), envirotype (E), and...
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