Utilizing genomic selection for wheat population development and improvement
Wheat (Triticum aestivum L.) breeding programs can take over a decade to release a new
variety. However, new methods of selection, such as genomic selection (GS), must be …
variety. However, new methods of selection, such as genomic selection (GS), must be …
Advanced analytics, phenomics and biotechnology approaches to enhance genetic gains in plant breeding
SL Dwivedi, I Goldman, S Ceccarelli, R Ortiz - Advances in agronomy, 2020 - Elsevier
Agriculture production is a major driver of destabilization of the earth's planetary boundaries
within which humanity can safely operate. Producing enough food that is safe and nutritious …
within which humanity can safely operate. Producing enough food that is safe and nutritious …
Genomic selection for end-use quality and processing traits in soft white winter wheat breeding program with machine and deep learning models
Simple Summary Wheat (Triticum aestivum L.) breeding programs mainly focus on
improving grain yield, biotic and abiotic stress tolerance, and end-use quality traits. End-use …
improving grain yield, biotic and abiotic stress tolerance, and end-use quality traits. End-use …
[HTML][HTML] Harness the power of genomic selection and the potential of germplasm in crop breeding for global food security in the era with rapid climate change
T He, C Li - The Crop Journal, 2020 - Elsevier
Crop genetic improvements catalysed population growth, which in turn has increased the
pressure for food security. We need to produce 70% more food to meet the demands of 9.5 …
pressure for food security. We need to produce 70% more food to meet the demands of 9.5 …
Multi-trait improvement by predicting genetic correlations in breeding crosses
The many quantitative traits of interest to plant breeders are often genetically correlated,
which can complicate progress from selection. Improving multiple traits may be enhanced by …
which can complicate progress from selection. Improving multiple traits may be enhanced by …
Genomic selection of soybean (Glycine max) for genetic improvement of yield and seed composition in a breeding context
Genomic selection has been utilized for genetic improvement in both plant and animal
breeding and is a favorable technique for quantitative trait development. Within this study …
breeding and is a favorable technique for quantitative trait development. Within this study …
Genomic selection for target traits in the Australian lentil breeding program
A Gebremedhin, Y Li, ASK Shunmugam… - Frontiers in Plant …, 2024 - frontiersin.org
Genomic selection (GS) uses associations between markers and phenotypes to predict the
breeding values of individuals. It can be applied early in the breeding cycle to reduce the …
breeding values of individuals. It can be applied early in the breeding cycle to reduce the …
Genomic prediction for grain yield and yield-related traits in chinese winter wheat
Genomic selection (GS) is a strategy to predict the genetic merits of individuals using
genome-wide markers. However, GS prediction accuracy is affected by many factors …
genome-wide markers. However, GS prediction accuracy is affected by many factors …
Construction of Consensus Genetic Map With Applications in Gene Mapping of Wheat (Triticum aestivum L.) Using 90K SNP Array
P Qu, J Wang, W Wen, F Gao, J Liu, X Xia… - Frontiers in Plant …, 2021 - frontiersin.org
Wheat is one of the most important cereal crops worldwide. A consensus map combines
genetic information from multiple populations, providing an effective alternative to improve …
genetic information from multiple populations, providing an effective alternative to improve …
Incorporation of parental phenotypic data into multi‐omic models improves prediction of yield‐related traits in hybrid rice
Y Xu, Y Zhao, X Wang, Y Ma, P Li… - Plant biotechnology …, 2021 - Wiley Online Library
Hybrid breeding has been shown to effectively increase rice productivity. However,
identifying desirable hybrids out of numerous potential combinations is a daunting …
identifying desirable hybrids out of numerous potential combinations is a daunting …