The development of inexpensive, whole-genome profiling enables a transition to allele-based breeding using genomic prediction models. These models consider alleles shared between lines to predict phe

DataONE2018-09-14 更新40

Data_Sheet_1_Genetic Dissection of Grain Yield of Maize and Yield-Related Traits Through Association Mapping and Genomic Prediction.pdf

玉米生物学

基因组预测模型

High yield is the primary objective of maize breeding. Genomic dissection of grain yield and yield-related traits contribute to understanding the yield formation and improving the yield of maize. In t

NIAID Data Ecosystem30

Supplemental Material for Han et al., 2021

深度学习优化

基因组预测模型

Supplemental material contains the constraints for DL architecture, a summary of predictive performance for GBLUP/MLP/CNN models, the distributions of selected hyperparameters, and the architectures o

DataCite Commons2021-01-27 更新50

Estimating parent-specific QTL effects through cumulating linked identity-by-state SNP effects in multiparental populations

QTL定位

基因组预测模型

The emergence of multiparental mapping populations enabled plant geneticists to gain deeper insights into the genetic architecture of major agronomic traits and to map quantitative trait loci (QTLs) c

DataONE2020-06-24 更新30