Plant Breeding · 2008 · 52 citations · 28 references
AgricultureCrop SciencesPlant SciencesCrop ImprovementGermplasm EvaluationPlant GeneticsAdaptation TestingAgronomic Trait EvaluationCrop PhenotypingCrop-environment InteractionsGenotype-by-environment InteractionAdaptation To Local ConditionsBarley BreedingCrop Variety TrialsEnvironment Interaction AnalysisGenotype-by-environment Yield InteractionsGenotype-environment Interaction AnalysisGenotypic AdaptationLocal Landraces
Abstract To study barley adaptation and improvement in the Mediterranean basin, a collection of 188 entries comprising landraces and old genotypes and current modern varieties from the Mediterranean basin and elsewhere was tested on moisture‐contrasted environments in seven Mediterranean countries, during 2004 and 2005 harvest seasons. The experimental design consisted of an unreplicated trial for all entries, augmented by four repeated checks to which a partial replicate containing a quarter of the entries was added. Best Linear Unbiased Predictions (BLUPs) representing adjusted genotypic means were generated for individual trials using a mixed model. BLUPs were used for genotype by environment interaction analysis using main effect plus genotype by environment interaction (GGE) biplots of yield ranked data and for comparisons of landraces, old and modern genotypes using analysis of variance. Mean yields ranged from near crop failure to 6 t/ha. Local landraces were better adapted to environments yielding below 2 t/ha, thus breeding has mostly benefited environments yielding above 2 t/ha where modern genotypes out yielded landraces and old cultivars by 15%. Current barley selection is leading to specifically adapted genotypes.
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Inference of Population Structure Using Multilocus Genotype Data
Jonathan K. Pritchard, Matthew Stephens, Peter Donnelly · Genetics · 2000 · 34.3K citations · Full text
Introduction to Quantitative Genetics.
A. W. F. Edwards, D. S. Falconer · Biometrics · 1982 · 21.8K citations
Life Sciences, Biology, Genetics +12
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Weikai Yan, L. A. Hunt, Qinglai Sheng et al. · Crop Science · 2000 · 1.9K citations