Articles with "application lstm" as a keyword



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Application of the LSTM Models for Baltic Sea Wave Spectra Estimation

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Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2022.3220882

Abstract: This article proposes to apply long-short-term memory (LSTM) deep learning models to transform Sentinel-1 A/B interferometric wide (IW) swath image data into the wave density spectrum. Although spectral wave estimation methods for synthetic aperture radar… read more here.

Keywords: application lstm; wave spectra; baltic sea; tex math ... See more keywords