Time-Series Hourly Sea Surface Temperature Prediction Using Deep Neural Network Models

Time-Series Hourly Sea Surface Temperature Prediction Using Deep Neural Network Models

Sea surface temperature (SST) is crucial in ocean research and marine activities. It makes predicting SST of paramount importance. While SST is highly affected by different oceanic, atmospheric, and climatic parameters, few papers have investigated time-series SST prediction based on multiple featur...

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Bibliographic Details
Main Authors: Farbod Farhangi, Abolghasem Sadeghi-Niaraki, Jalal Safari Bazargani, Seyed Vahid Razavi-Termeh, Dildar Hussain, Soo-Mi Choi
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Journal of Marine Science and Engineering
Subjects:
sea surface temperature
time-series prediction
CNN
LSTM
CNN–LSTM
Online Access:https://www.mdpi.com/2077-1312/11/6/1136

Internet

https://www.mdpi.com/2077-1312/11/6/1136

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