Prediction of the Marine Dynamic Environment for Arctic Ice-Based Buoys Using Historical Profile Data

Prediction of the Marine Dynamic Environment for Arctic Ice-Based Buoys Using Historical Profile Data

In this paper, the time-series model is used to predict whether an ocean buoy is about to be inside a vortex. Marine buoys are an important tool for collecting ocean data and studying ocean dynamics, climate change, and ecosystem health. A vortex is an important ocean dynamic process. If we can pred...

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Bibliographic Details
Main Authors: Jingzi Zhu, Yu Luo, Tao Li, Yanhai Gan, Junyu Dong
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Journal of Marine Science and Engineering
Subjects:
ocean buoy
profile
vortex prediction
time-series model
TSMixer
Online Access:https://www.mdpi.com/2077-1312/13/6/1003
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