The Impact of Alkaloid-Producing Epichloë Endophyte on Forage Ryegrass Breeding: A New Zealand Perspective
C Eady - Toxins, 2021 - mdpi.com
For 30 years, forage ryegrass breeding has known that the germplasm may contain a
maternally inherited symbiotic Epichloë endophyte. These endophytes produce a suite of …
maternally inherited symbiotic Epichloë endophyte. These endophytes produce a suite of …
Multi-trait multi-environment genomic prediction of agronomic traits in advanced breeding lines of winter wheat
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 …
traits in wheat breeding. However, increasing the prediction accuracy (PA) of genomic …
Benchmarking machine learning and parametric methods for genomic prediction of feed efficiency-related traits in Nellore cattle
LFM Mota, LM Arikawa, SWB Santos… - Scientific Reports, 2024 - nature.com
Genomic selection (GS) offers a promising opportunity for selecting more efficient animals to
use consumed energy for maintenance and growth functions, impacting profitability and …
use consumed energy for maintenance and growth functions, impacting profitability and …
Genomic predictions to leverage phenotypic data across genebanks
Genome-wide prediction is a powerful tool in breeding. Initial results suggest that genome-
wide approaches are also promising for enhancing the use of the genebank material …
wide approaches are also promising for enhancing the use of the genebank material …
Linking genetic markers and crop model parameters using neural networks to enhance genomic prediction of integrative traits
F Larue, L Rouan, D Pot, JF Rami, D Luquet… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction Predicting the performance (yield or other integrative traits) of cultivated plants
is complex because it involves not only estimating the genetic value of the candidates to …
is complex because it involves not only estimating the genetic value of the candidates to …
[HTML][HTML] Validating genomic predictions for economic traits in purebred US dairy heifers
Most genotypes in the National Cooperator Database now originate from cows, but most
previous studies validating genomic predictions have primarily focused on bulls. This study …
previous studies validating genomic predictions have primarily focused on bulls. This study …
Multi-trait genomic prediction using in-season physiological parameters increases prediction accuracy of complex traits in US wheat
Background Recently genomic selection (GS) has emerged as an important tool for plant
breeders to select superior genotypes. Multi-trait (MT) prediction model provides an …
breeders to select superior genotypes. Multi-trait (MT) prediction model provides an …
Crop HTP Technologies: Applications and Prospects
S He, X Li, M Chen, X Xu, F Tang, T Gong, M Xu… - Agriculture, 2024 - mdpi.com
In order to rapidly breed high-quality varieties, an increasing number of plant researchers
have identified the functions of a large number of genes, but there is a serious lack of …
have identified the functions of a large number of genes, but there is a serious lack of …
A comparison of three machine learning methods for multivariate genomic prediction using the sparse kernels method (SKM) library
OA Montesinos-López, A Montesinos-López… - Genes, 2022 - mdpi.com
Genomic selection (GS) changed the way plant breeders select genotypes. GS takes
advantage of phenotypic and genotypic information to training a statistical machine learning …
advantage of phenotypic and genotypic information to training a statistical machine learning …
Multi‐trait genomic selection improves the prediction accuracy of end‐use quality traits in hard winter wheat
Improvement of end‐use quality remains one of the most important goals in hard winter
wheat (HWW) breeding. Nevertheless, the evaluation of end‐use quality traits is confined to …
wheat (HWW) breeding. Nevertheless, the evaluation of end‐use quality traits is confined to …