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Improve Soybean Variety Selection Accuracy Using UAV-Based High-Throughput Phenotyping Technology

The efficiency of crop breeding programs is evaluated by the genetic gain of a primary trait of interest, e.g., yield, achieved in 1 year through artificial selection of advanced breeding materials. Conventional breeding programs select superior genotypes using the primary trait (yield) based on com...

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Principais autores: Jing Zhou, Eduardo Beche, Caio Canella Vieira, Dennis Yungbluth, Jianfeng Zhou, Andrew Scaboo, Pengyin Chen
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2022-01-01
Serier:Frontiers in Plant Science
Fag:
high-throughput phenotyping
soybean breeding
machine learning
variety selection
Unmanned Aerial Vehicle (UAV)
Online adgang:https://www.frontiersin.org/articles/10.3389/fpls.2021.768742/full
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