[HTML][HTML] Leveraging data from the Genomes-to-Fields Initiative to investigate genotype-by-environment interactions in maize in North America
Genotype-by-environment (G× E) interactions can significantly affect crop performance and
stability. Investigating G× E requires extensive data sets with diverse cultivars tested over …
stability. Investigating G× E requires extensive data sets with diverse cultivars tested over …
The importance of dominance and genotype-by-environment interactions on grain yield variation in a large-scale public cooperative maize experiment
High-dimensional and high-throughput genomic, field performance, and environmental data
are becoming increasingly available to crop breeding programs, and their integration can …
are becoming increasingly available to crop breeding programs, and their integration can …
[HTML][HTML] Can we harness “enviromics” to accelerate crop improvement by integrating breeding and agronomy?
M Cooper, CD Messina - Frontiers in Plant Science, 2021 - frontiersin.org
The diverse consequences of genotype-by-environment (GxE) interactions determine trait
phenotypes across levels of biological organization for crops, challenging our ambition to …
phenotypes across levels of biological organization for crops, challenging our ambition to …
Use of crop growth models with whole‐genome prediction: application to a maize multienvironment trial
High throughput genotyping, phenotyping, and envirotyping applied within plant breeding
multienvironment trials (METs) provide the data foundations for selection and tackling …
multienvironment trials (METs) provide the data foundations for selection and tackling …
[HTML][HTML] 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 …
Increasing genomic‐enabled prediction accuracy by modeling genotype× environment interactions in Kansas wheat
Wheat (Triticum aestivum L.) breeding programs test experimental lines in multiple locations
over multiple years to get an accurate assessment of grain yield and yield stability …
over multiple years to get an accurate assessment of grain yield and yield stability …
[PDF][PDF] Environment-specific genomic prediction ability in maize using environmental covariates depends on environmental similarity to training data
AR Rogers, JB Holland - G3, 2022 - academic.oup.com
Technology advances have made possible the collection of a wealth of genomic,
environmental, and phenotypic data for use in plant breeding. Incorporation of …
environmental, and phenotypic data for use in plant breeding. Incorporation of …
Predicting Genotype× Environment× Management (G× E× M) interactions for the design of crop improvement strategies: integrating breeder, agronomist, and farmer …
Summary Genotype‐by‐environment‐by‐management (G× E× M) interactions for crop
productivity represent both challenges and opportunities for long‐term crop improvement …
productivity represent both challenges and opportunities for long‐term crop improvement …
Half a century of studying genotype× environment interactions in plant breeding experiments
AA Elias, KR Robbins, RW Doerge… - Crop Science, 2016 - Wiley Online Library
Variation in crop performance is directly affected by the environment in which the plant
grows. Analyses and estimation of genotype× environment interactions (G× E) have the …
grows. Analyses and estimation of genotype× environment interactions (G× E) have the …
Relative utility of agronomic, phenological, and morphological traits for assessing genotype‐by‐environment interaction in maize inbreds
Plant breeders face the challenge of genotype× environment interaction (G× E) in
comprehensively breeding for expanded geographic regions. An improved understanding of …
comprehensively breeding for expanded geographic regions. An improved understanding of …