Genomic Selection for Crop Improvement
New Molecular Breeding Strategies for Crop Improvement
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Product details:
- Edition number Softcover reprint of the original 1st ed. 2017
- Publisher Springer International Publishing
- Date of Publication 24 May 2018
- Number of Volumes 1 pieces, Previously published in hardcover
- ISBN 9783319874890
- Binding Paperback
- See also 9783319631684
- No. of pages258 pages
- Size 235x155 mm
- Weight 4656 g
- Language English
- Illustrations XII, 258 p. 14 illus., 8 illus. in color. Illustrations, black & white 0
Categories
Long description:
Genomic Selection for Crop Improvement serves as handbook for users by providing basic as well as advanced understandings of genomic selection. This useful review explains germplasm use, phenotyping evaluation, marker genotyping methods, and statistical models involved in genomic selection. It also includes examples of ongoing activities of genomic selection for crop improvement and efforts initiated to deploy the genomic selection in some important crops. In order to understand the potential of GS breeding, it is high time to bring complete information in the form of a book that can serve as a ready reference for geneticist and plant breeders.
MoreTable of Contents:
Forward.- Preface.- Genomic Selection for Crop Improvement: An Introduction.- Training population design and resource allocation for genomic selection in plant breeding.- Derivation of Linear Models for Quantitative Traits by Bayesian Estimation with Gibbs Sampling.- Bayesian genomic-enabled prediction models for ordinal and count data.- Genomic Selection for Small Grains Improvement.- Current status and prospects of genomic selection in legumes.- Genomic Selection in Hybrid Breeding.- Opportunities and Challenges to Implementing Genomic Selection in Clonally Propagated Crops.- Status and perspectives of Genomic Selection in forest tree breeding.
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