ArticleFrontiers in plant science2023
Multi-trait selection in multi-environments for performance and stability in cassava genotypes.
Article in Frontiers in plant science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Multi-trait model-based assessment of selection efficiency and stability in soybean germplasm.Journal of applied genetics · 2026Article
- Dataset on proximate composition, starch content, agronomic performance, and GGE biplot analysis of newly developed maize hybrids across three cropping systems in Indonesia.Data in brief · 2026Article
- Yield stability and GxE interaction of green-seeded fenugreek across diverse environments using multivariate models.Frontiers in plant science · 2026Article
- Dataset of multi-trait analysis of maize hybrid under shading and drought stress based on GGE biplot, MTSI and MDIGI.Data in brief · 2025Article
- Multivariate stability analysis to select elite rice (Oryza sativa L.) genotypes for grain yield, zinc and Iron.Scientific reports · 2025Article
- Soybean selection in Kenya enhanced by multi-trait and genotype-by-environment interaction modeling.Scientific reports · 2025Article
- Stability Analysis and Multi-Trait Selection of Flowering Phenology Parameters in Olive Cultivars Under Multi-Environment Trials.Plants (Basel, Switzerland) · 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
- Article
- High-Throughput Phenotyping for Agronomic Traits in Cassava Using Aerial Imaging.Plants (Basel, Switzerland) · 2024Article
- Heat stress tolerance in wheat seedling: Clustering genotypes and identifying key traits using multivariate analysis.Heliyon · 2024Article
- Genotype-by-environment interaction and stability analysis of grain yield of bread wheat (Heliyon · 2024Article
- Phenotypic Variability in Resistance to Anthracnose, White, Brown, and Blight Leaf Spot in Cassava Germplasm.Plants (Basel, Switzerland) · 2024Article
- Optimizing drought tolerance in cassava through genomic selection.Frontiers in plant science · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Genotype-environment interaction (GEI) presents challenges when aiming to select optimal cassava genotypes, often due to biased genetic estimates. Various strategies have been proposed to address the need for simultaneous improvements in multiple traits, while accounting for performance and yield stability. Among these methods are mean performance and stability (MPS) and the multi-trait mean performance and stability index (MTMPS), both utilizing linear mixed models. This study's objective was to assess genetic variation and GEI effects on fresh root yield (FRY), along with three primary and three secondary traits. A comprehensive evaluation of 22 genotypes was conducted using a randomized complete block design with three replicates across 47 distinct environments (year x location) in Brazil. The broad-sense heritability (
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