Detection of Rice Spikelet Flowering for Hybrid Rice Seed Production Using Hyperspectral Technique and Machine Learning

Detection of Rice Spikelet Flowering for Hybrid Rice Seed Production Using Hyperspectral Technique and Machine Learning

Effective detection of rice spikelet flowering is crucial to the determination of optimal pollination timing for hybrid rice seed production. Currently, the detection of rice spikelet flowering status relies on manual observation of farmers, which has low efficiency and large errors. This study atte...

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Bibliographic Details
Main Authors: Yali Zhang, Luchao Bai, Yuan Qi, Huasheng Huang, Xiaoyang Lu, Junqi Xiao, Yubin Lan, Muhua Lin, Jizhong Deng
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Agriculture
Subjects:
hyperspectral
machine learning
CNN
rice spikelets
RF
SVM
Online Access:https://www.mdpi.com/2077-0472/12/6/755

Internet

https://www.mdpi.com/2077-0472/12/6/755

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