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Article
Canopy temperature and vegetation indices from high-throughput phenotyping improve accuracy of pedigree and genomic selection for grain yield in wheat
(Genetics Society of America, 2016)
Genomic selection can be applied prior to phenotyping, enabling shorter breeding cycles and greater rates of genetic gain relative to phenotypic selection. Traits measured using high-throughput phenotyping based on proximal ...
Book Chapter
Chapter 32. Theory and practice of phenotypic and genomic selection indices
(Springer Nature, 2022)
Article
Article
Aerial high‐throughput phenotyping enables indirect selection for grain yield at the early generation, seed‐limited stages in breeding programs
(Crop Science Society of America (CSSA), 2020)
Article
Article
Article
Article
New deep learning genomic-based prediction model for multiple traits with binary, ordinal, and continuous phenotypes
(Genetics Society of America, 2019)
Multiple-trait experiments with mixed phenotypes (binary, ordinal and continuous) are not rare in animal and plant breeding programs. However, there is a lack of statistical models that can exploit the correlation between ...
Presentation
Utilizing genomics and phenomics in CIMMYT wheat breeding
(CIMMYT, 2016)
Article
Regularized selection indices for breeding value prediction using hyper-spectral image data
(Nature Publishing Group, 2020)