Article
Remotely Sensed Phenotypic Traits for Heritability Estimates and Grain Yield Prediction of Barley Using Multispectral Imaging from UAVs.
Sensors (Basel, Switzerland) - 23 May 2023
Ganeva Dessislava, Roumenina Eugenia, Dimitrov Petar, Gikov Alexander, Jelev Georgi, Dyulgenova Boryana, Valcheva Darina, Bozhanova Violeta
Abstract excerpt
This study tested the potential of parametric and nonparametric regression modeling utilizing multispectral data from two different unoccupied aerial vehicles (UAVs) as a tool for the prediction of and indirect selection of grain yield (GY) in barley breeding experiments. The coefficient of determination (R2) of the nonparametric models for GY prediction ranged between 0.33 and 0.61 depending on the UAV and...
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