Genomic Prediction (GP) is a powerful approach for inferring complex phenotypes from
genetic markers. GP is critical for improving grain yield, particularly for staple crops such as …

China's and Europe's dependence on imported protein is a threat to the food self-sufficiency
of these regions. It could be solved by growing more legumes, including alfalfa that is the …

Genomic regions governing water deficit stress tolerance were identified in peanut using a
recombinant inbred line (RIL) population derived from an elite variety TMV 2 and its narrow …

In wheat, genomic prediction accuracy (GPA) was assessed for three micronutrient traits
(grain iron, grain zinc, and β‐carotenoid concentrations) using eight Bayesian regression …

The world population will surpass nine billion by 2050; hence the yield of primary staple
crops must increase to feed the growing world population (Tilman et al. 2011; Ray et al …

旨在将多层感知机(multilayer perceptron, MLP) 应用于绵羊限性性状基因组选择中,
并在多种情况下与其他经典基因组选择方法进行比较分析. 本研究利用Qmsim 软件模拟2 …

Background Genomic selection involves choosing as parents those elite individuals with the
higher genomic estimated breeding values (GEBV) to accelerate the speed of genetic …

Crop growth and phenology are driven by seasonal changes in environmental variables,
with temperature as one important factor. However, knowledge about genotype-specific …

Simple Summary Historically, Korea has been an agrarian society where cattle played a
significant role in Korean culture as working animals. However, in recent decades, there has …

This study aimed to assess the predictive ability of parametric models and artificial neural
network method for genomic prediction of the following indicator traits of resistance to …