[HTML][HTML] Modelling the genetic architecture of flowering time control in barley through nested association mapping

A Maurer, V Draba, Y Jiang, F Schnaithmann… - BMC genomics, 2015 - Springer
Background Barley, globally the fourth most important cereal, provides food and beverages
for humans and feed for animal husbandry. Maximizing grain yield under varying climate …

Genome-wide association mapping for flowering and maturity in tropical soybean: implications for breeding strategies

RI Contreras-Soto, F Mora, F Lazzari… - Breeding …, 2017 - jstage.jst.go.jp
Abstract Knowledge of the genetic architecture of flowering and maturity is needed to
develop effective breeding strategies in tropical soybean. The aim of this study was to …

[HTML][HTML] Genomic prediction strategies for dry-down-related traits in maize

P Ni, MT Anche, Y Ruan, D Dang, N Morales… - Frontiers in Plant …, 2022 - frontiersin.org
For efficient mechanical harvesting, low grain moisture content at harvest time is essential.
Dry-down rate (DR), which refers to the reduction in grain moisture content after the plants …

[HTML][HTML] Multi-trait genomic prediction of yield-related traits in US soft wheat under variable water regimes

J Guo, J Khan, S Pradhan, D Shahi, N Khan, M Avci… - Genes, 2020 - mdpi.com
The performance of genomic prediction (GP) on genetically correlated traits can be
improved through an interdependence multi-trait model under a multi-environment context …

[HTML][HTML] Genome-wide association and prediction of Male and female floral hybrid potential traits in elite spring bread wheat genotypes

S El Hanafi, S Cherkaoui, Z Kehel, A Al-Abdallat… - Plants, 2021 - mdpi.com
Hybrid wheat breeding is one of the most promising technologies for further sustainable
yield increases. However, the cleistogamous nature of wheat displays a major bottleneck for …

[HTML][HTML] Optimizing genomic-enabled prediction in small-scale maize hybrid breeding programs: a roadmap review

R Fritsche-Neto, G Galli, KLR Borges… - Frontiers in Plant …, 2021 - frontiersin.org
The usefulness of genomic prediction (GP) for many animal and plant breeding programs
has been highlighted for many studies in the last 20 years. In maize breeding programs …

Multimodal deep learning methods enhance genomic prediction of wheat breeding

A Montesinos-López, C Rivera, F Pinto… - G3: Genes …, 2023 - academic.oup.com
While several statistical machine learning methods have been developed and studied for
assessing the genomic prediction (GP) accuracy of unobserved phenotypes in plant …

Genome-wide association study and transcriptome analysis reveal natural variation of key genes regulation flowering time in rapeseed

X Xiang, P Qiu, Z Mei, M Yao, W Liu, D He, S Cao… - Molecular …, 2024 - Springer
Flowering time is a crucial determinant of both the yield and oil quality of rapeseed as well
as a key indicator of plant maturity. We performed a genome-wide association study and …

Multi-omics assists genomic prediction of maize yield with machine learning approaches

C Wu, J Luo, Y Xiao - Molecular Breeding, 2024 - Springer
With the improvement of high-throughput technologies in recent years, large multi-
dimensional plant omics data have been produced, and big-data-driven yield prediction …

[HTML][HTML] Multi-trait multi-environment genomic prediction of agronomic traits in advanced breeding lines of winter wheat

HS Gill, J Halder, J Zhang, NK Brar, TS Rai… - Frontiers in Plant …, 2021 - frontiersin.org
Genomic prediction is a promising approach for accelerating the genetic gain of complex
traits in wheat breeding. However, increasing the prediction accuracy (PA) of genomic …