Applied Deep Learning

Improving data-driven estimation of significant wave height through preliminary training on synthetic X-band radar sea clutter imagery
X-band marine radar captures the signal reflected from the sea surface. Theoretical studies indicate that the initial unfiltered signal …
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Improved sea surface salinity data for the Arctic Ocean derived from SMAP satellite data using machine learning approaches
Salinity is among the key climate characteristics of the World Ocean. During the last 15 years, sea surface salinity (SSS) is measured …
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