Paper · 2026 · Discover Sustainability

Genotype by environment interaction effect on yield and forage quality of native panic grasses: AMMI, GGE biplot and correlation analysis

Tessema Tesfaye Atumo; Tarekegn Yoseph Samago; Tuma Ayele Yada; et al.

9
claims
13
verbatim quotes
1
citations
2
research areas
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Open access · cc-by-nc-nd

Abstract

Feed scarcity during the dry season is common in Ethiopia. The potential of existing indigenous grasses can be harnessed and optimized for inclusion in livestock diets. The objective of this study was to evaluate the performance, stability, and genotype × environment interaction (GEI) for dry matter yield (DMY) and crude protein yield (CPY) and key parameters correlations of four panic grass: Chano (Panicum maximum Jack (PMJ), Panicum virgatum (PV), Gardula (Dichanthelium latifolium (DL), and Degungiziya (Panicum maximum) as standard check (DG(SC))) genotypes across seven diverse environments. The experiment was conducted at Argubatenao (AT), Chanomile (CM), Humbo (HM), and Lemu (LM) in the South and Central Ethiopia region during 2022 and 2023 (seven environments: AT2022, AT2023, CM2022, CM2023, HM2022, HM2023, and LM2023). Experimental field was laid out in a randomized complete block design with three replicates. Data was analyzed using Additive Main Effect and Multiplicative Interaction (AMMI) and Genotype and Genotype × Environment (GGE) biplot analyses with Pearson’s correlation analysis. DMY and CPY including additional forage quality traits of native panicum grasses, and their responses in different environments, were analyzed. The mean DMY performance of the genotypes ranged from 7.75 to 13.99 t/ha, while environmental variation was ranged from 1.37 to 15.42 t/ha. Genotype PMJ outperformed all other genotypes across all testing environments, showing a yield advantage of 21.5% over the mean DMY and 44.6% over check variety (DG). AMMI and GGE biplots provided high yielding genotype (PMJ) with wider adaptations in mega environments of AT2022, AT2023, CM2022, CM2023, and HM2022. The correlation analysis also revealed a strong positive relationship of DMY and CPY with tiller number, plant height, and leaf width, while DMY showed a negative association with IVOMD. DL demonstrated moderate stability across all environments for CP%, IVOMD, and ME. Hence, cultivation of PMJ and DL recommended across suitable environments and variety release in discriminative environments. Further research should include a larger pool of genotypes and more detailed environments to refine selection accuracy and animal testing and molecular or genomic tools could be integrated to strengthen breeding efforts.

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Claims 9

Observationobservedoriginal resultmeasured

Claim · model-written summary

Mean dry matter yield across genotypes ranged from 7.75 to 13.99 t/ha.

Taxon
genotypese0
Outcome
mean DMY performancee0
Value
7.75 to 13.99 t/hae0

Verbatim

e0

“The mean DMY performance of the genotypes ranged from 7.75 to 13.99 t/ha, while environmental variation was ranged from 1.37 to 15.42 t/ha.”

✓ located verbatim in the source · abstract, characters 1256–1395 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Environmental dry matter yield variation ranged from 1.37 to 15.42 t/ha.

Taxon
genotypese0
Outcome
environmental variatione0
Value
1.37 to 15.42 t/hae0

Verbatim

e0

“The mean DMY performance of the genotypes ranged from 7.75 to 13.99 t/ha, while environmental variation was ranged from 1.37 to 15.42 t/ha.”

✓ located verbatim in the source · abstract, characters 1256–1395 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

PMJ exceeded mean DMY by 21.5%.

Taxon
genotypese0
Material
PMJe0
Outcome
yield advantagee0
Direction
outperformede0
Value
21.5%e0
Comparator
mean DMYe0

Verbatim

e0

“Genotype PMJ outperformed all other genotypes across all testing environments, showing a yield advantage of 21.5% over the mean DMY and 44.6% over check variety (DG).”

✓ located verbatim in the source · abstract, characters 1396–1562 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

PMJ exceeded check variety DG by 44.6% in yield.

Taxon
genotypese0
Material
PMJe0
Outcome
yield advantagee0
Direction
outperformede0
Value
44.6%e0
Comparator
check variety (DG)e0

Verbatim

e0

“Genotype PMJ outperformed all other genotypes across all testing environments, showing a yield advantage of 21.5% over the mean DMY and 44.6% over check variety (DG).”

✓ located verbatim in the source · abstract, characters 1396–1562 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

AMMI and GGE analyses identified PMJ as high yielding and widely adapted in five mega environments.

Taxon
genotypee0
Material
PMJe0
Outcome
high yielding genotype (PMJ) with wider adaptationse0
Comparator
mega environments of AT2022, AT2023, CM2022, CM2023, and HM2022e0

Verbatim

e0

“AMMI and GGE biplots provided high yielding genotype (PMJ) with wider adaptations in mega environments of AT2022, AT2023, CM2022, CM2023, and HM2022.”

✓ located verbatim in the source · abstract, characters 1563–1712 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Dry matter yield and crude protein yield were positively related to tiller number, plant height and leaf width.

Taxon
panic grassesPanicumt0
Organ / stage
tiller number, plant height, and leaf widthe0
Outcome
DMY and CPYe0
Direction
positivee0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum
Panicum · Taxon · picture from its Wikimedia Commons categoryBonnie Semmling · CC BY 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The correlation analysis also revealed a strong positive relationship of DMY and CPY with tiller number, plant height, and leaf width, while DMY showed a negative association with IVOMD.”

✓ located verbatim in the source · abstract, characters 1713–1899 · show in text ↑
t0

“Genotype by environment interaction effect on yield and forage quality of native panic grasses: AMMI, GGE biplot and correlation analysis”

✓ located verbatim in the source · title, characters 0–137 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Dry matter yield was negatively associated with IVOMD.

Taxon
panic grassesPanicumt0
Outcome
DMYe0
Direction
negativee0
Comparator
IVOMDe0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum
Panicum · Taxon · picture from its Wikimedia Commons categoryBonnie Semmling · CC BY 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The correlation analysis also revealed a strong positive relationship of DMY and CPY with tiller number, plant height, and leaf width, while DMY showed a negative association with IVOMD.”

✓ located verbatim in the source · abstract, characters 1713–1899 · show in text ↑
t0

“Genotype by environment interaction effect on yield and forage quality of native panic grasses: AMMI, GGE biplot and correlation analysis”

✓ located verbatim in the source · title, characters 0–137 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

DL had moderate stability across environments for CP%, IVOMD and ME.

Taxon
panic grasst0
Material
DLe0
Outcome
moderate stability across all environments for CP%, IVOMD, and MEe0

Verbatim

e0

“DL demonstrated moderate stability across all environments for CP%, IVOMD, and ME.”

✓ located verbatim in the source · abstract, characters 1900–1982 · show in text ↑
t0

“Genotype by environment interaction effect on yield and forage quality of native panic grasses: AMMI, GGE biplot and correlation analysis”

✓ located verbatim in the source · title, characters 0–137 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors recommend cultivation of PMJ and DL across suitable environments and release in discriminative environments.

Taxon
panic grassesPanicumt0
Outcome
cultivation of PMJ and DL recommended across suitable environments and variety release in discriminative environmentse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum
Panicum · Taxon · picture from its Wikimedia Commons categoryBonnie Semmling · CC BY 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Hence, cultivation of PMJ and DL recommended across suitable environments and variety release in discriminative environments.”

✓ located verbatim in the source · abstract, characters 1983–2108 · show in text ↑
t0

“panic grasses”

✓ located verbatim in the source · title, characters 81–94 · show in text ↑