South African Journal of Plant and Soil · 2019 · 20 citations · 38 references
Precision AgricultureEngineeringGeneticsAgricultural EconomicsCrop ImprovementCrop PhysiologyYield PredictionYield ComponentsSustainable AgricultureBiostatisticsPublic HealthQuantitative GeneticsComplex TraitsCrop YieldStatistical GeneticsAgricultural BiotechnologyGenetic VariationPopulation GeneticsPlant BreedingDroughtCrop ScienceEconomic TraitsSeed StoragePath Coefficient Analyses
Correlation and path coefficient analyses of economic traits is important in identifying traits that can be used to simplify selection of complex traits such as grain yield. The aim of this study was to determine the degree of association between yield and yield components of drought-tolerant wheat populations using correlation and path analyses. Twelve selected parents and 66 of their F3 families were evaluated under drought-stressed and non-stressed conditions in two sites using a 6 × 13 alpha-lattice design with two replications. Partitioning of correlation coefficients into direct and indirect effects revealed strong positive direct effects of kernels per spike and fresh biomass on grain yield under the drought-stressed condition. Among the assessed traits, fresh biomass had high significant simple correlation coefficients of 0.75 and 0.90, and strong direct effects of 0.76 and 0.98 with grain yield under drought-stressed and non-stressed conditions, respectively. The high-yielding genotypes, LM02 × LM05, LM02 × LM23 and LM13 × LM45, showed high mean values for kernels per spike, thousand-kernel weight and fresh biomass. The overall association analyses indicated that the latter three traits had significant influence on grain yield performance and are useful for selection of drought-tolerant breeding populations of wheat.
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Phenotyping for drought tolerance of crops in the genomics era
Roberto Tuberosa · Frontiers in Physiology · 2012 · 542 citations · Full text