[HTML][HTML] Multi-trait and multi-environment genomic prediction for flowering traits in maize: a deep learning approach
F Mora-Poblete, C Maldonado, L Henrique… - Frontiers in Plant …, 2023 - frontiersin.org
… Maize (Zea mays L.), the third most widely cultivated cereal … If R0 is the residual covariance
for more than one trait, then R … adjusting the weights that connect the layers to optimize the …
for more than one trait, then R … adjusting the weights that connect the layers to optimize the …
[HTML][HTML] Genome-wide prediction in a hybrid maize population adapted to Northwest China
… ranged from 0.386 to 0.794 across traits and models. Six parametric … Increasing maize (Zea
mays L.) yield is one of the most … implementing various genomic relationships in regressions. …
mays L.) yield is one of the most … implementing various genomic relationships in regressions. …
Modeling multiple phenotypes in wheat using data‐driven genomic exploratory factor analysis and Bayesian network learning
… into a Bayesian network to obtain a trait structure reflecting … of additive genetic effect and
residuals, respectively, and ⊗ is the … phenotyping data, where relationships within image-based …
residuals, respectively, and ⊗ is the … phenotyping data, where relationships within image-based …
[HTML][HTML] Factors influencing genomic prediction accuracies of tropical maize resistance to fall armyworm and weevils
… these traits, hence the difficulty in improving these traits through … relationships, the number
of markers used to estimate … variance component other than the residual error, has a close …
of markers used to estimate … variance component other than the residual error, has a close …
[HTML][HTML] Accurate prediction of quantitative traits with failed SNP calls in canola and maize
… and demonstrate that failed allele calls in genomic prediction … random epistatic effects, and
e is the random residual term. … An analysis of genomic relationships in maize showed high …
e is the random residual term. … An analysis of genomic relationships in maize showed high …
[HTML][HTML] Prediction of maize phenotypic traits with genomic and environmental predictors using gradient boosting frameworks
CC Westhues, GS Mahone, S da Silva… - Frontiers in plant …, 2021 - frontiersin.org
… usefulness to disentangle hidden relationships. Our objectives … absolute studentized conditional
residuals greater than three … study by running a Bayesian algorithm which models them …
residuals greater than three … study by running a Bayesian algorithm which models them …
[HTML][HTML] Genetic architecture of maize yield traits dissected by QTL mapping and GWAS in maize
…, H Zhang, H Hu, Y Wang, H Zhang, D Liu, L Wu, Z Nie… - The Crop Journal, 2022 - Elsevier
… are genes prioritized in a genome-wide association study (… Maize (Zea mays L.) is a worldwide
staple crop. The use of … , and ε ijk is the residual error. Broad-sense heritability ( h B 2 ) …
staple crop. The use of … , and ε ijk is the residual error. Broad-sense heritability ( h B 2 ) …
Leveraging prior biological knowledge improves prediction of tocochromanols in maize grain
… most abundant tocochromanols in maize (Zea mays L.) grain is … trait) within and between
two panels of 1,462 and 242 maize … field experiments, residual covariance was assumed to be …
two panels of 1,462 and 242 maize … field experiments, residual covariance was assumed to be …
[HTML][HTML] Physiological adaptive traits are a potential allele reservoir for maize genetic progress under challenging conditions
C Welcker, NA Spencer, O Turc, I Granato… - Nature …, 2022 - nature.com
… of examining causal links between the changes in alleles, traits, and … and Bayesian networks,
and (iv) investigated if genomic … G year residual represents the proportion of the variance …
and (iv) investigated if genomic … G year residual represents the proportion of the variance …
Genome-wide association analysis of hyperspectral reflectance data to dissect growth-related traits genetic architecture in maize under inoculation with plant growth …
RM Yassue, G Galli, CPJ Chen, R Fritsche-Neto… - bioRxiv, 2022 - biorxiv.org
… We employed Bayesian whole-genome GWA methods to … between traits 1 and 2, respectively,
and the residuals were … Root size and nitrogen-uptake activity in two maize (zea mays) …
and the residuals were … Root size and nitrogen-uptake activity in two maize (zea mays) …