ArticleSaudi journal of biological sciences2021
Identification of drought tolerant Chickpea genotypes through multi trait stability index.
Article in Saudi journal of biological sciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Genotype × environment interaction insights for yield and yield components in castor via AMMI and GGE biplot models.Scientific reports · 2026Article
- Unveiling drought-tolerant mungbean genotypes through integrated multi-trait selection.Scientific reports · 2026Article
- Article
- Multi-model-based validation of multi-environment trial results in horse gram (Macrotyloma uniflorum Lam. Verdc.).Scientific reports · 2025Article
- Rooting for resilience: central metaxylem area as a breeding target for yield gain and resilience in wheat (Triticum aestivum L.).BMC plant biology · 2025Article
- Unveiling Drought Tolerant Cotton Genotypes: Insights from Morpho-Physiological and Biochemical Markers at Flowering.Plants (Basel, Switzerland) · 2025Article
- Evaluation of drought-tolerant chickpea genotypes (Frontiers in plant science · 2025Article
- Unraveling the genetic potential of Indian rice germplasm for reproductive stage drought tolerance.Frontiers in plant science · 2025Article
- Diversity of Major Yield Traits and Nutritional Components Among Greenhouse Grown Chickpea (Plants (Basel, Switzerland) · 2024Article
- Article
- Unraveling the genetics of heat tolerance in chickpea landraces (Frontiers in plant science · 2024Article
- Exploring Genetics by Environment Interactions in Some Rice Genotypes across Varied Environmental Conditions.Plants (Basel, Switzerland) · 2023Article
- Identification of High-Yielding Genotypes of Barley in the Warm Regions of Iran.Plants (Basel, Switzerland) · 2023Article
- Genotype × environment interaction and stability analysis for seed yield and yield components in sesame (Heliyon · 2023Article
- Multi-environment evaluation of rice genotypes: impact of weather and culm biochemical parameters against sheath blight infection.Frontiers in plant science · 2023Article
- Capturing agro-morphological variability for tolerance to terminal heat and combined heat-drought stress in landraces and elite cultivar collection of wheat.Frontiers in plant science · 2023Article
- Molecular Breeding and Drought Tolerance in Chickpea.Life (Basel, Switzerland) · 2022Review
- Multi-trait selection for mean performance and stability of maize hybrids in mega-environments delineated using envirotyping techniques.Frontiers in plant science · 2022Article
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5 authors.
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Abstract
Drought is a major and constantly increasing abiotic stress factor, thus limiting chickpea production. Like other crops, Kabuli Chickpea genotypes are screened for drought stress through Multi-environment trials (METs). Although, METs analysis is generally executed taking into account only one trait, which provides less significant reliability for the recommendation of genotypes as compared to multi trait-based analysis. Multi trait-based analysis could be used to recommend genotypes across diverse environments. Hence, current research was conducted for selection of superior genotypes through multi-trait stability index (MTSI) by using mixed and fixed effect models under six diverse environments. The genotypic stability was computed for all traits individually using the weighted average of absolute scores from the singular value decomposition of the matrix of best linear unbiased predictions for the genotype vs environment interaction (GEI) effects produced by a linear mixed-effect model index. A superiority index, WAASBY was measured to reflect the MPS (Mean performance and stability). The selection differential for the WAASBY index was 11.2%, 18.49% and 23.30% for grain yield (GY), primary branches per plant (PBP) and Stomatal Conductance (STOMA) respectively. Positive selection differential (0.80% ≤ selection differential ≤ 13.00%) were examined for traits averaged desired to be increased and negative (-0.57% ≤ selection differential ≤ -0.23%) for those traits desired to be reduced. The MTSI may be valuable to the plant breeders for the selection of genotypes based on many characters as being strong and simple selection process. Analysis of MTSI for multiple environments revealed that, the genotypes G20, G86, G31, G28, G116, G12, G105, G45, G50, G10, G30, G117, G81, G48, G85, G17, G32, G4, and G37 were the most stable and high yielding out of 120 chickpea genotypes, probably due to high MPS of selected traits under various environments. It is concluded that identified traits can be utilized as genitors in hybridization programs for the development of drought tolerant Kabuli Chickpea breeding material.
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