2024
DOI: 10.3390/app14114402
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Study on Classification of Fishing Vessel Operation Types Based on Dilated CNN-IndRNN

Jiachen Yu,
Shunlong Fu,
Xiongguan Bao

Abstract: At present, fishery resources are becoming increasingly depleted, and a reliable assessment of fishing activity is a key step in protecting marine resources. Correctly identifying the type of fishing operation can help identify illegal fishing vessels, strengthen fishing regulations, and prevent overfishing. Aiming to address these problems, this study first collects and preprocesses fishing vessel AIS data. Improvements are proposed on the basis of the convolutional neural network (CNN), long short-term memor… Show more

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