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Article

Three-dimensional phenotyping: Technological advances and applications in genomics-assisted crop breeding.

Plant communications - 9 Mar 2026

Yang Ningyuan, He Yong, Gouda Mostafa, Huang Zhenyu, Cao Runzhou, Shi Yongqiang, Chen Yuefeng, Tang Yu, Yang Yong, Hu Zhangjian, Peng Cheng, Feng Xuping

Abstract excerpt

With rapid advancements in breeding technologies, phenomics, and artificial intelligence, crop breeding is progressively entering an era of greater precision and efficiency. In this context, three-dimensional (3D) phenotyping techniques-leveraging multidimensional spatial resolution capabilities-have overcome the limitations of two-dimensional (2D) phenotyping in breeding analyses, enabling precise...

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Identifiers

PMID: 41618555
DOI: 10.1016/j.xplc.2026.101747
PMCID: PMC12983262

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026.

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