Use of Machine-Learning Techniques to Estimate Long-Term Wave Power at a Target Site Where Short-Term Data Are Available

Use of Machine-Learning Techniques to Estimate Long-Term Wave Power at a Target Site Where Short-Term Data Are Available

Wave energy is a promising renewable resource supporting the decarbonization of energy systems. However, its significant temporal variability necessitates long-term datasets for accurate resource assessment. A common approach to obtaining such data is through climate reanalysis datasets. Nevertheles...

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Bibliographic Details
Main Authors: María José Pérez-Molina, José A. Carta
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Journal of Marine Science and Engineering
Subjects:
Measure–Correlate–Predict
wave energy
machine learning
reanalysis data
wave period
significant wave height
Online Access:https://www.mdpi.com/2077-1312/13/6/1194
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