Short-term prediction of fishing effort distributions by discovering fishing chronology among trawlers based on VMS dataset

Zhongning Zhao,Feng Hong,Haiguang Huang,Chao Liu,Yuan Feng,Zhongwen Guo

Expert Systems with Applications（2021）

引用 9|浏览32

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摘要

•This study proposes a new knowledge of fishing chronology among trawlers.•The fishing chronology are used in CNN to predict week-level fishing efforts.•The proposed system achieves a low prediction error of 6.95% on week-level.

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关键词

Vessel monitoring system,Trajectory data analysis,Fishing effort distribution,Convolutional neural network

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