Hyperspectral Imaging and Machine Learning for Diagnosing Rice Bacterial Blight Symptoms Caused by <i>Xanthomonas oryzae</i> pv. <i>oryzae</i>, <i>Pantoea ananatis</i> and <i>Enterobacter asburiae</i>

Hyperspectral Imaging and Machine Learning for Diagnosing Rice Bacterial Blight Symptoms Caused by <i>Xanthomonas oryzae</i> pv. <i>oryzae</i>, <i>Pantoea ananatis</i> and <i>Enterobacter asburiae</i>

In rice, infections caused by <i>Pantoea ananatis</i> or <i>Enterobacter asburiae</i> closely resemble the bacterial blight induced by <i>Xanthomonas oryzae</i> pv. <i>oryzae</i>, yet they differ in drug resistance and management strategies. This study...

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Bibliographic Details
Main Authors: Meng Zhang, Shuqi Tang, Chenjie Lin, Zichao Lin, Liping Zhang, Wei Dong, Nan Zhong
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Plants
Subjects:
<i>Pantoea ananatis</i>
<i>Enterobacter asburiae</i>
<i>Xanthomonas oryzae</i> pv. <i>oryzae</i>
rice bacterial blight
hyperspectral imaging
convolutional neural networks
Online Access:https://www.mdpi.com/2223-7747/14/5/733
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