Cnn-aided optical fiber distributed acoustic sensing for early detection of red palm weevil: a field experiment

HIGHLIGHTS

SUMMARY

Since the RPW larvae feed internally in tree trunks, they are difficult to detect in palm groves before the tree shows visible signs of distress in a well-advanced infestation stage, when the tree is difficult to save by treatment. In, the authors then presented the use of neural_network-based machine_learning (ML) algorithms as powerful tools for classifying healthy and infested trees, using the data recorded by an optical fiber DAS. The authors substantially extend the aforementioned work to use a convolutional neural_network (CNN)-aided optical fiber DAS to recognize healthy and truly RPW . . .

 



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