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AMT - Wind speed and direction estimation from wave spectra using

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top) Spectrogram of the sea surface displacement. Horizontal axis is

Satellite Remote Sensing of Surface Winds, Waves, and Currents: Where are we Now?

Wind inflow observation from load harmonics via neural networks: A simulation and field study - ScienceDirect

Interferometry - Wikipedia

Wind inflow observation from load harmonics via neural networks: A simulation and field study - ScienceDirect

Probability density function (p.d.f.) of 10-min mean wind speeds

AMT - Distributed observations of wind direction using microstructures attached to actively heated fiber-optic cables

A Deep Learning–Based Approach for Empirical Modeling of Single-Point Wave Spectra in Open Oceans in: Journal of Physical Oceanography Volume 53 Issue 9 (2023)

Comparison of wind speed (a) and wind direction (b) measured by

AMT - Wind speed and direction estimation from wave spectra using deep learning

A Deep Learning–Based Approach for Empirical Modeling of Single-Point Wave Spectra in Open Oceans in: Journal of Physical Oceanography Volume 53 Issue 9 (2023)