Prediction of corn variety yield with attribute-missing data via graph neural network

Feng Yang,Dongfeng Zhang, Yuqing Zhang,Yong Zhang,Yanyun Han,Qiusi Zhang,Qi Zhang,Chenghui Zhang,Zhongqiang Liu,Kaiyi Wang

Computers and Electronics in Agriculture（2023）

引用 2|浏览18

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摘要

•The graph neural network provides a novel solution for corn yield prediction.•Generative adversarial strategy can generate trait attributes closer to real value.•Establishing the temporal and spatial correlation can improve prediction accuracy.

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关键词

Corn variety yield prediction,Graph neural network,Data imputation,Adversarial learning

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