Improving Selection Efficiency of Crop Breeding With Genomic ...

Our results indicate that genomics-based sparse phenotyping can improve selection response in the middle stages of crop breeding programs.

BLUEs are assumed to be the best benchmark of GEGV because they are derived directly from per se performance, which is trusted by plant breeders ...

(PDF) Improving Selection Efficiency of Crop Breeding With ...

The breeders' main interest – response to selection – was directly simulated to evaluate the effectiveness of the sparse genomic phenotyping ...

Development and Evaluation of Improved Strategies for Genomic ...

A key tool for making agriculture systems more productive, sustainable and resilient is genetic improvement via breeding.Selection based on favorable ( ...

Genomic selection in plant breeding: Key factors shaping two ...

This breakthrough allowed plant breeders to select plant performance based on their genetic marker composition rather than solely on their ...

Genomic Selection: A Tool for Accelerating the Efficiency ... - Frontiers

Its role in improving quantitative traits controlled by several genes with small effects is limited. In this regard, GS that utilizes genomic-estimated breeding ...

Genomic selection in plant breeding: Key factors shaping two ...

From this improved germplasm pool, the selection and further release of desired cultivars become more targeted and effective. As GP of breeding values ...

Genomic selection for crop improvement in fruits and vegetables

Genetic gain in fruits and vegetables can be improved by utilizing genomic selection to improve selection intensity, accuracy, and integration ...

Study: genomic selection approach paves way for faster plant ...

The ultimate challenge for crop breeders is to increase genetic gain of a crop: literally, to increase the crop's yield on farmers' fields.

Integrated genomic selection for rapid improvement of crops

Speed breeding and high throughput genotyping and phenotyping can enhance GS efficiency. Abstract. An increase in the rate of crop improvement is essential for ...

targeted selection strategy by integrating organismal and molecular ...

Genomic prediction in crop breeding is hindered by modeling ... Genome-wide selection and genetic improvement during modern maize breeding.

Improving the use of plant genetic resources to sustain breeding ...

A first approach is to impose restrictions on the number of progeny selected from any family (13). A more efficient one is to consider ...

Optimizing Plant Breeding Programs for Genomic Selection - MDPI

Optimizations include reorganizing field designs, training populations, increasing the number of lines evaluated, and leveraging the large amount of genomic and ...

When more is better: how data sharing would accelerate genomic ...

Genomic selection is proving an effective new strategy for increasing breeding efficiency in a wide variety of cereal species – the staple ...

Genomic-inferred cross-selection methods for multi-trait ...

The major drawback to the implementation of genomic selection in a breeding program lies in long-term decrease in additive genetic variance, ...

The Plant Genome special issue: Advances in genomic selection ...

Empirical and simulation studies suggest that GS can improve the rate of genetic gain in plant breeding programs via influencing the various ...

Integrated Genomic Selection for Accelerating Breeding Programs of ...

Genomic selection enables quick crop improvement without the need for an in-depth analysis of individual loci. A phenotyped and genotyped training population ( ...

Enhancing genetic gain in the era of molecular breeding

The main contributions of crop wild relatives (CWRs) to crop improvement have been traits for greater nitrogen use efficiency, as well as genes and alleles ...

Efficiency of genomic selection with models including dominance ...

We developed a simulation study to test the efficiency of GS in the case of perennials crop breeding with the example Eucalyptus one of the most used forest ...

Advances in Genomic Selection for Enhanced Crop Improvement

Genomic selection (GS) has emerged as a transformative approach in plant breeding, revolutionizing the efficiency and precision of crop improvement. This ...