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article · BMC Plant Biology

Genotype × environment interaction and yield stability of food barley (Hordeum vulgare L.) varieties using AMMI and GGE biplot models

2026Open accessAmbo University

In plain language

Food barley faces production hurdles due to environmental variability and limited adaptable varieties. To address this, a multi-environment trial evaluated twenty released food barley genotypes across seventeen diverse environments over two cropping years in Ethiopia. Using statistical and stability models, the trial assessed yield performance, environmental suitability, and adaptability. Genotype G2 recorded the highest average grain yield, though with lower stability, making it best suited to favourable, high-potential environments or as breeding material to boost yield potential. Conversely, genotypes G8, G9, G14, and G15 demonstrated high and stable yields across diverse environments, with G8 and G14 displaying the strongest overall combination of yield and stability. Furthermore, the test environments were grouped into three mega-environments, with Holeta identified as an ideal representative site for future testing. These findings support wider cultivation across Ethiopian highland agro-ecologies.

Key takeaways

  • Genotypes G8, G9, G14, and G15 demonstrated the most favourable combinations of grain yield and yield stability across seventeen testing environments.
  • Genotype G2 produced the highest mean grain yield overall at 3.28 tonnes per hectare but exhibited lower stability, making it best suited to favourable, high-potential environments.
  • The seventeen evaluated environments were clustered into three distinct mega-environments.
  • Holeta was identified as an ideal, representative testing site to enhance the efficiency of national barley evaluation and breeding programmes.

Why it matters

Barley is a vital food crop, but variable climates often trigger crop losses when varieties struggle in unfamiliar conditions. Identifying varieties that maintain reliable harvests across different settings helps protect food security for farming communities. Pinpointing which genotypes offer dependable yields, alongside finding ideal testing locations, enables agricultural initiatives to distribute resilient seeds suited to specific regional climates.

Commercialisation angle

This research represents applied, tested field evaluation of already released food barley varieties. Seed producers, agricultural extension programmes, and breeding organisations can use these findings to scale stable varieties such as G8 and G14 for broad adoption in Ethiopian highland regions. Additionally, the high-yielding genotype G2 provides commercial breeders with immediate parental material to develop new cultivars targeted at high-potential farming environments.

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Abstract

Abstract Background Barley is a crucial crop worldwide, but it faces significant production challenges due to limited adaptable varieties, poor management practices, and environmental factors. Food barley varieties often struggle in unfamiliar environments, leading to crop loss. To address this issue, a study was conducted to evaluating the adaptability, performance, and yield stability of released high-performing food barley varieties over two years across 17 diverse environments during the 2023–2024 cropping years. Methods A multi-environment trial (MET) involving 20 released food barley genotypes was conducted during the 2023–2024 main cropping years across 17 environments using a randomized complete block design with three replications. Grain yield data were analyzed using combined analysis of variance (ANOVA), Additive Main Effects and Multiplicative Interaction (AMMI), AMMI Stability Value (ASV), Yield Stability Index (YSI), and Genotype plus Genotype × Environment (GGE) biplot analyses to assess genotype performance, stability, adaptability, and test environment suitability. Results Combined ANOVA and AMMI revealed highly significant (P < 0.0001) effects for all sources of variation. In the ANOVA, environment, year, genotype, environment × year, genotype × environment interaction (GEI), genotype × year, and genotype × environment × year accounted for 33.06%, 10.62%, 8.00%, 13.44%, 10.72%, 2.84%, and 6.40% of the total variation, respectively. Pooled AMMI showed 61.47%, 7.09%, and 16.58% of the total variation attributable to environment, genotype, and GEI, respectively. Environmental mean grain yield ranged from 1.44 t ha⁻¹ at Ambo to 3.17 t ha⁻¹ at Debre Markos. Genotype G2 produced the highest mean grain yield (3.28 t ha⁻¹), while G11 had the lowest (1.91 t ha⁻¹). GEI biplot grouped the seventeen test environments into three mega-environments. AMMI identified genotypes G8, G9, G14, and G15 as exhibiting favourable yield and stability performance across the evaluated environments. The GGE biplot further revealed three distinct mega-environments and identified Holeta (E11) as both highly discriminative and representative, making it a suitable core testing environment. Based on the Yield Stability Index (YSI), genotypes G8 and G14 exhibited the most favourable combination of grain yield and stability, followed by G9 and G15, whereas G2 combined the highest grain yield with comparatively lower stability. Overall, G8, G9, G14, and G15 demonstrated favourable yield performance and stability and are promising candidates for further validation and recommendation in Ethiopian barley-growing environments. Conclusions Genotypes G8, G9, G14, and G15 exhibited favourable combinations of grain yield and stability across the evaluated environments and are promising candidates for further validation and wider cultivation in Ethiopia, particularly across the cool sub-humid and humid Ethiopian highland barley-growing agro-ecologies represented by the test environments. These genotypes are also promising parental materials for developing broadly adapted, high-yielding, and stable food barley cultivars. Although G2 produced the highest mean grain yield, it is comparatively less stable than the most stable genotypes and is therefore particularly suited to favourable production environments where maximizing yield is the primary objective. However, its superior yield potential makes G2 a potential parent for improving grain-yield potential, particularly when combined with stable and broadly adapted genotypes. Thus, G2 may be exploited for specific adaptation to high-potential favourable environments, whereas G8, G9, G14, and G15 may be prioritized for broad adaptation across similar Ethiopian highland agro-ecologies. The identification of Holeta as an ideal testing environment will also help improve the efficiency of future national barley breeding and evaluation programs.

Research topics

  • Genetics and Plant Breeding
  • Wheat and Barley Genetics and Pathology
  • Agricultural Productivity and Crop Improvement

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DOI: 10.1186/s12870-026-09830-x

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