Wind speed and direction estimation from wave spectra using deep learning
<p>High-frequency parts of ocean wave spectra are strongly coupled to the local wind. Measurements of ocean wave spectra can be used to estimate sea surface winds. In this study, two deep neural networks (DNNs) were used to estimate the wind speed and direction from the first five Fourier coef...
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2022-01-01
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| Series: | Atmospheric Measurement Techniques |
| Online Access: | https://amt.copernicus.org/articles/15/1/2022/amt-15-1-2022.pdf |