Genomic selection methods for crop improvement: Current status and prospects

• Published in: The Crop journal Vol. 6; no. 4; pp. 330 - 340
• Main Authors: Wang, Xin, Xu, Yang, Hu, Zhongli, Xu, Chenwu
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.08.2018; KeAi Communications Co., Ltd
• Subjects: Accuracy; algorithms; artificial intelligence; Crop; Genomic selection; loci; marker-assisted selection; phenotype; plant breeding; Prediction; Crop; Accuracy; Genomic selection; Prediction

With marker and phenotype information from observed populations, genomic selection (GS) can be used to establish associations between markers and phenotypes. It aims to use genome-wide markers to estimate the effects of all loci and thereby predict the genetic values of untested populations, so as t...