ArticleScientific reports2025
Delineating genotype × environment interaction for horticultural traits in tomato using GGE and AMMI biplot analysis.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Identification of heat-tolerant tomato genotypes through integrated phenotypic, biochemical, molecular, and GGE biplot analyses.Scientific reports · 2026Article
- Breeding climate-resilient wheat for Nepalese agricultural system under diverse abiotic stresses using an integrated AMMI, GGE and stress tolerance indices.Scientific reports · 2026Article
- Evaluation of multi-environment adaptability of flour quality traits in spring wheat varieties and screening of high-quality genotypes using AMMI and GGE models.Frontiers in plant science · 2026Article
- Forage yield stability of tall fescue genotypes across eight location-year combinations in the United States and Canada.Frontiers in plant science · 2026Article
- Stability analysis of cocoa clones for yield in the humid tropics of India.Frontiers in plant science · 2026Article
- Stability and adaptability assessment of red onion genotypes using AMMI, GGE, BLUP, and multivariate indices.Frontiers in plant science · 2025Article
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Authors and funding
5 authors.
Funding
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Abstract
The aim of this study was to identify stable tomato hybrids for cultivation in India. The genotype-by-environment (G × E) interaction analysis was performed using GGE and AMMI biplots. Fifteen hybrids including two checks were grown in nine environments during winter, summer, and rainy seasons from 2021 to 2024 at Varanasi. G × E interaction was investigated for days to first harvesting, average fruit weight, pericarp thickness, total soluble solids (TSS), yield, and resistance to tomato leaf curl virus disease (ToLCD). The GGE biplot analysis identified stable and superior hybrids as well as ideal environments, based on mean vs. stability, which-won-where, discriminativeness vs. representativeness, genotype by trait (GT), genotype by yield × trait (GYT), and multi-trait genotype-ideotype distance index (MGIDI). As a result, we identified stable hybrids such as VRTH-16-4 (G2) and VRTH-16-3 (G1) for yield; VRTH-16-70 (G5) and VRTH-19-18 (G11) for days to first harvesting; VRTH-16-5 (G3) and VRTH-16-8 (G4) for fruit weight; VRTH-16-8 (G4) and VRTH-16-5 (G3) for pericarp thickness; VRTH-16-75 (G6) and VRTH-18-26 (G8) for TSS; and VRTH-16-5 (G3) and VRTH-16-70 (G5) for ToLCD resistance. Overall, this study highlights that tomato hybrids VRTH-16-4, VRTH-16-90, and VRTH-18-46 have potential for cultivation during heat and cool weather conditions.
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