Genotype-Driven Phenotype Prediction in Onion Breeding: Machine Learning Models for Enhanced Bulb Weight Selection

Genotype-Driven Phenotype Prediction in Onion Breeding: Machine Learning Models for Enhanced Bulb Weight Selection

Onions (<i>Allium cepa</i> L.) are a globally significant horticultural crop, ranking second only to tomatoes in terms of cultivation and consumption. However, due to the crop’s complex genome structure, lengthy growth cycle, self-incompatibility, and susceptibility to disease, onion bre...

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Bibliographic Details
Main Authors: Junhwa Choi, Sunghyun Cho, Subin Choi, Myunghee Jung, Yu-jin Lim, Eunchae Lee, Jaewon Lim, Han Yong Park, Younhee Shin
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Agriculture
Subjects:
<i>Allium cepa</i>
bulb weight
digital breeding
horticultural crops
machine learning
onion
Online Access:https://www.mdpi.com/2077-0472/14/12/2239
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