Deep-Learning-Based Feature Extraction Approach for Significant Wave Height Prediction in SAR Mode Altimeter Data

Deep-Learning-Based Feature Extraction Approach for Significant Wave Height Prediction in SAR Mode Altimeter Data

Predicting sea wave parameters such as significant wave height (SWH) has recently been identified as a critical requirement for maritime security and economy. Earth observation satellite missions have resulted in a massive rise in marine data volume and dimensionality. Deep learning technologies hav...

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Bibliographic Details
Main Authors: Ghada Atteia, Michael J. Collins, Abeer D. Algarni, Nagwan Abdel Samee
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Remote Sensing
Subjects:
significant wave height
deep learning
autoencoder
principal component analysis
SAR
altimeter
Online Access:https://www.mdpi.com/2072-4292/14/21/5569

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https://www.mdpi.com/2072-4292/14/21/5569

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