Phenotyping for drought tolerance of crops in the genomics era
R Tuberosa - Frontiers in physiology, 2012 - frontiersin.org
Improving crops yield under water-limited conditions is the most daunting challenge faced
by breeders. To this end, accurate, relevant phenotyping plays an increasingly pivotal role …
by breeders. To this end, accurate, relevant phenotyping plays an increasingly pivotal role …
Genotype× environment interaction QTL mapping in plants: lessons from Arabidopsis
Plant growth and development are influenced by the genetic composition of the plant (G),
the environment (E), and the interaction between them (G× E). To produce suitable …
the environment (E), and the interaction between them (G× E). To produce suitable …
[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 …
What should students in plant breeding know about the statistical aspects of genotype× environment interactions?
A good statistical analysis of genotype× environment interactions (G× E) is a key
requirement for progress in any breeding program. Data for G× E analyses traditionally …
requirement for progress in any breeding program. Data for G× E analyses traditionally …
Integrating environmental covariates and crop modeling into the genomic selection framework to predict genotype by environment interactions
Key message Development of models to predict genotype by environment interactions, in
unobserved environments, using environmental covariates, a crop model and genomic …
unobserved environments, using environmental covariates, a crop model and genomic …
Biplot analysis of genotype× environment interaction: Proceed with caution
Biplot analysis has been used for studying genotype× environment interaction (GE) or any
two‐way table. Its descriptive and visualization capabilities along with the availability of user …
two‐way table. Its descriptive and visualization capabilities along with the availability of user …
Gene-by-environment interactions in plants: Molecular mechanisms, environmental drivers, and adaptive plasticity
Plants demonstrate a broad range of responses to environmental shifts. One of the most
remarkable responses is plasticity, which is the ability of a single plant genotype to produce …
remarkable responses is plasticity, which is the ability of a single plant genotype to produce …
Increased prediction accuracy in wheat breeding trials using a marker× environment interaction genomic selection model
M Lopez-Cruz, J Crossa, D Bonnett… - G3: Genes …, 2015 - academic.oup.com
Genomic selection (GS) models use genome-wide genetic information to predict genetic
values of candidates of selection. Originally, these models were developed without …
values of candidates of selection. Originally, these models were developed without …
Environment characterization as an aid to wheat improvement: interpreting genotype–environment interactions by modelling water-deficit patterns in North-Eastern …
Genotype–environment interactions (GEI) limit genetic gain for complex traits such as
tolerance to drought. Characterization of the crop environment is an important step in …
tolerance to drought. Characterization of the crop environment is an important step in …
Models for navigating biological complexity in breeding improved crop plants
Progress in breeding higher-yielding crop plants would be greatly accelerated if the
phenotypic consequences of making changes to the genetic makeup of an organism could …
phenotypic consequences of making changes to the genetic makeup of an organism could …