Ship Traffic Flow Prediction in Wind Farms Water Area Based on Spatiotemporal Dependence

To analyze the changing characteristics of ship traffic flow in wind farms water area, and to improve the accuracy of ship traffic flow prediction, a Gated Recurrent Unit (GRU) of a Recurrent Neural Network (RNN) was established to analyze multiple traffic flow sections in complex waters based on th...

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Bibliographic Details
Main Authors: Tian Xu, Qingnian Zhang
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/10/2/295