Overview of Genomic Prediction Methods and the Associated Assumptions on the Variance of Marker Effect, and on the Architecture of the Target Trait
Genomic selection (GS) is a methodology that revolutionized the process of breeding
improved genetic materials in plant and animal breeding programs. It uses predicted …
improved genetic materials in plant and animal breeding programs. It uses predicted …
Optimization of selective phenotyping and population design for genomic prediction
N Heslot, V Feoktistov - Journal of Agricultural, Biological and …, 2020 - Springer
Genomic prediction, the joint analysis of high-density molecular marker data and phenotype
to predict the performance of individuals for breeding purpose, is now a method used in …
to predict the performance of individuals for breeding purpose, is now a method used in …
Genomic selection in crop plants
L Skøt, N Grinberg - Encyclopedia of applied plant sciences, 2016 - research.aber.ac.uk
Plant breeding is concerned with genetic improvement of crops. Phenotypic selection has
been and still is the basis for the phenomenal progress that plant breeding has made. The …
been and still is the basis for the phenomenal progress that plant breeding has made. The …
Perspectives for genomic selection applications and research in plants
Genomic selection (GS) has created a lot of excitement and expectations in the animal‐and
plant‐breeding research communities. In this review, we briefly describe how genomic …
plant‐breeding research communities. In this review, we briefly describe how genomic …
Genomic selection in cereal breeding
CD Robertsen, RL Hjortshøj, LL Janss - Agronomy, 2019 - mdpi.com
Genomic Selection (GS) is a method in plant breeding to predict the genetic value of
untested lines based on genome-wide marker data. The method has been widely explored …
untested lines based on genome-wide marker data. The method has been widely explored …
Evaluation of approaches for estimating the accuracy of genomic prediction in plant breeding
SB Ould Estaghvirou, JO Ogutu, T Schulz-Streeck… - BMC genomics, 2013 - Springer
Background In genomic prediction, an important measure of accuracy is the correlation
between the predicted and the true breeding values. Direct computation of this quantity for …
between the predicted and the true breeding values. Direct computation of this quantity for …
Genomic selection in plant breeding
MA Newell, JL Jannink - Crop breeding: Methods and protocols, 2014 - Springer
Genomic selection (GS) is a method to predict the genetic value of selection candidates
based on the genomic estimated breeding value (GEBV) predicted from high-density …
based on the genomic estimated breeding value (GEBV) predicted from high-density …
Graph-based data selection for the construction of genomic prediction models
Efficient genomic selection in animals or crops requires the accurate prediction of the
agronomic performance of individuals from their high-density molecular marker profiles …
agronomic performance of individuals from their high-density molecular marker profiles …
Genomic selection in hybrid breeding
This chapter aims to outline the basic concepts underlying genomic selection (GS) in hybrid
breeding. First, the concepts of dominance, heterosis, combining ability and heterotic groups …
breeding. First, the concepts of dominance, heterosis, combining ability and heterotic groups …
Genomic prediction in CIMMYT maize and wheat breeding programs
Genomic selection (GS) has been implemented in animal and plant species, and is
regarded as a useful tool for accelerating genetic gains. Varying levels of genomic …
regarded as a useful tool for accelerating genetic gains. Varying levels of genomic …
相关搜索
- marker effect target trait
- associated assumptions target trait
- marker effect associated assumptions
- genomic prediction plant breeding
- genomic prediction population design
- genomic prediction selective phenotyping
- genomic prediction cimmyt maize
- genomic prediction evaluation of approaches
- genetic variance prediction accuracy
- genomic prediction accuracy number of genotypes