Applications of the soil, plant and rumen microbiomes in pastoral agriculture
The production of dairy, meat, and fiber by ruminant animals relies on the biological
processes occurring in soils, forage plants, and the animals' rumens. Each of these …
processes occurring in soils, forage plants, and the animals' rumens. Each of these …
Crop genomic selection with deep learning and environmental data: A survey
S Jubair, M Domaratzki - Frontiers in Artificial Intelligence, 2023 - frontiersin.org
Machine learning techniques for crop genomic selections, especially for single-environment
plants, are well-developed. These machine learning models, which use dense genome …
plants, are well-developed. These machine learning models, which use dense genome …
Applications of genotyping-by-sequencing (GBS) in maize genetics and breeding
N Wang, Y Yuan, H Wang, D Yu, Y Liu, A Zhang… - Scientific reports, 2020 - nature.com
Abstract Genotyping-by-Sequencing (GBS) is a low-cost, high-throughput genotyping
method that relies on restriction enzymes to reduce genome complexity. GBS is being widely …
method that relies on restriction enzymes to reduce genome complexity. GBS is being widely …
Sorghum Association Panel whole‐genome sequencing establishes cornerstone resource for dissecting genomic diversity
Association mapping panels represent foundational resources for understanding the genetic
basis of phenotypic diversity and serve to advance plant breeding by exploring genetic …
basis of phenotypic diversity and serve to advance plant breeding by exploring genetic …
Genomic selection in preliminary yield trials in a winter wheat breeding program
Genomic prediction (GP) is now routinely performed in crop plants to predict unobserved
phenotypes. The use of predicted phenotypes to make selections is an active area of …
phenotypes. The use of predicted phenotypes to make selections is an active area of …
Seed Transmission of Epichloë Endophytes in Lolium perenne Is Heavily Influenced by Host Genetics
M Gagic, MJ Faville, W Zhang, NT Forester… - Frontiers in plant …, 2018 - frontiersin.org
Vertical transmission of symbiotic Epichloë endophytes from host grasses into progeny seed
is the primary mechanism by which the next generation of plants is colonized. This process …
is the primary mechanism by which the next generation of plants is colonized. This process …
Multi-trait genomic prediction improves predictive ability for dry matter yield and water-soluble carbohydrates in perennial ryegrass
SK Arojju, M Cao, M Trolove, BA Barrett… - Frontiers in Plant …, 2020 - frontiersin.org
In perennial ryegrass (Lolium perenne L), annual and seasonal dry matter yield (DMY) and
nutritive quality of herbage are high-priority traits targeted for improvement through selective …
nutritive quality of herbage are high-priority traits targeted for improvement through selective …
Adaptation of landrace and variety germplasm and selection strategies for lucerne in the Mediterranean basin
P Annicchiarico, L Pecetti, A Abdelguerfi… - Field Crops …, 2011 - Elsevier
Lucerne (Medicago sativa L.) can enhance the economic and environmental sustainability of
crop-livestock systems in the western Mediterranean basin, but requires improved …
crop-livestock systems in the western Mediterranean basin, but requires improved …
Boosting Genetic Gain in Allogamous Crops via Speed Breeding and Genomic Selection
Breeding schemes that utilize modern breeding methods like genomic selection (GS) and
speed breeding (SB) have the potential to accelerate genetic gain for different crops. We …
speed breeding (SB) have the potential to accelerate genetic gain for different crops. We …
Parentage Analysis in Giant Grouper (Epinephelus lanceolatus) Using Microsatellite and SNP Markers from Genotyping-by-Sequencing Data
Z Weng, Y Yang, X Wang, L Wu, S Hua, H Zhang… - Genes, 2021 - mdpi.com
Pedigree information is necessary for the maintenance of diversity for wild and captive
populations. Accurate pedigree is determined by molecular marker-based parentage …
populations. Accurate pedigree is determined by molecular marker-based parentage …