Article
Beyond Data: Artificial intelligence, knowledge graphs, and the next revolution in wheat breeding.
Plant communications - 11 May 2026
Xie Xiaoming, Zhao Peng, Zhang Yuqi, Wang Wenxi, Wang Zihao, Yu Zhaoxing, Chen Zhe, Zhang Baoyue, Xin Mingming, Ni Zhongfu, Sun Qixin, Guo Weilong
Abstract excerpt
As a cornerstone of global food security, wheat (Triticum aestivum) faces unprecedented pressure from a growing population and a changing climate. However, traditional breeding approaches are increasingly insufficient to address the genetic complexity required to achieve substantial gains in yield and resilience. This review highlights key advances in the generation of large-scale, standardized datasets through...
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