Accelerating crop genetic gains with genomic selection
Key message Genomic prediction based on additive genetic effects can accelerate genetic
gain. There are opportunities for further improvement by including non-additive effects that …
gain. There are opportunities for further improvement by including non-additive effects that …
Scaling up high-throughput phenotyping for abiotic stress selection in the field
Key message High-throughput phenotyping (HTP) is in its infancy for deployment in large-
scale breeding programmes. With the ability to measure correlated traits associated with …
scale breeding programmes. With the ability to measure correlated traits associated with …
Genomic prediction of maize yield across European environmental conditions
The development of germplasm adapted to changing climate is required to ensure food
security,. Genomic prediction is a powerful tool to evaluate many genotypes but performs …
security,. Genomic prediction is a powerful tool to evaluate many genotypes but performs …
[HTML][HTML] Modelling strategies for assessing and increasing the effectiveness of new phenotyping techniques in plant breeding
New types of phenotyping tools generate large amounts of data on many aspects of plant
physiology and morphology with high spatial and temporal resolution. These new …
physiology and morphology with high spatial and temporal resolution. These new …
Enviromics in breeding: applications and perspectives on envirotypic-assisted selection
Key message We propose the application of enviromics to breeding practice, by which the
similarity among sites assessed on an “omics” scale of environmental attributes drives the …
similarity among sites assessed on an “omics” scale of environmental attributes drives the …
Introduction to a special issue on genotype by environment interaction
Expression of a phenotype is a function of the genotype, the environment, and the
differential sensitivity of certain genotypes to different environments, also known as …
differential sensitivity of certain genotypes to different environments, also known as …
Utility of climatic information via combining ability models to improve genomic prediction for yield within the genomes to fields maize project
Genomic prediction provides an efficient alternative to conventional phenotypic selection for
developing improved cultivars with desirable characteristics. New and improved methods to …
developing improved cultivars with desirable characteristics. New and improved methods to …
Prediction of maize phenotypic traits with genomic and environmental predictors using gradient boosting frameworks
CC Westhues, GS Mahone, S da Silva… - Frontiers in plant …, 2021 - frontiersin.org
The development of crop varieties with stable performance in future environmental
conditions represents a critical challenge in the context of climate change. Environmental …
conditions represents a critical challenge in the context of climate change. Environmental …
Genomic selection in sugarcane: Current status and future prospects
Sugarcane is a C4 and agro-industry-based crop with a high potential for biomass
production. It serves as raw material for the production of sugar, ethanol, and electricity …
production. It serves as raw material for the production of sugar, ethanol, and electricity …
Integrating Molecular Markers and Environmental Covariates To Interpret Genotype by Environment Interaction in Rice (Oryza sativa L.) Grown in Subtropical Areas
E Monteverde, L Gutierrez, P Blanco… - G3: Genes …, 2019 - academic.oup.com
Understanding the genetic and environmental basis of genotype× environment interaction
(G× E) is of fundamental importance in plant breeding. If we consider G× E in the context of …
(G× E) is of fundamental importance in plant breeding. If we consider G× E in the context of …