Claim · model-written summary
G4 showed robust yield response, high stability and broad environmental responsiveness.
- Taxon
- barley
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Hordeum vulgaret0 - Material
- genotypee0
- Outcome
- robust yield response, high stability, and broad environmental responsivenesse0
Not reportedGeneCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleTreatmentComparatorSettingDirectionValueQualifier
Organisms pictured · Representative pictures of the matched species, not figures from the paper.
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Verbatim
e0“This genotype exhibited a robust yield response, high stability, and broad environmental responsiveness”
t0“Integrating AMMI, Bayesian-AMMI, BLUP, and GGE biplot models to improve the identification of high-yielding and stable barley genotypes”
Title
Alireza Pour-Aboughadareh; Hassan Zali; Ahmad Gholipour; et al. BMC Plant Biology 2026. doi:10.1186/s12870-026-09142-0
Other claims from this paper (9)
- Observation G5 had one of the highest multi-trait stability index scores (1.689).
- Observation G4 had one of the highest multi-trait stability index scores (1.914).
- Observation G20 had one of the highest multi-trait stability index scores (2.380).
- Observation G14 had one of the highest multi-trait stability index scores (2.508).
- Association Genotype, environment and their interaction influenced all measured barley traits.
- Association Genotype × environment interaction contributed substantially to grain yield variation.
- Association Thousand-kernel weight and grain filling period were positively associated with grain yield.
- Observation G4 consistently outperformed other candidates across stability parameters.
- Recommendation The authors recommend G4 for validation and potential varietal release.