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Breeding Methods: Population Improvement and Selection Methods

Jessica Rutkoski, Margaret Krause, Mark E. Sorrells

202210 citationsDOIOpen Access PDF

Abstract

Abstract In order to produce successful varieties, wheat breeding programs must develop several strategies that fall under one of the following topics: line development, population improvement, and selection methods. This chapter focuses on breeding activities related to population improvement and selection methods, while Chap. 5 discusses line development. The objective of population improvement is to enhance the entire genetic base of the breeding program, while selection methods aim to identify breeding lines with superior potential or performance. As with line development approaches, numerous population improvement and selection methods have been developed in order to enhance breeding program efficiency and achieve genetic improvement. This chapter will provide an overview of population improvement and selection methods in the context of wheat breeding, discuss their advantages and disadvantages, and summarize empirical studies that have evaluated them in order to inform breeding program design.

Topics & Concepts

Selection (genetic algorithm)Genomic selectionPopulationBreeding programContext (archaeology)Computer scienceBiotechnologyBiologyMachine learningAgronomyDemographyPaleontologyBiochemistryGenotypeCultivarGeneSociologySingle-nucleotide polymorphismWheat and Barley Genetics and PathologyGenetics and Plant BreedingGenetic and phenotypic traits in livestock
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