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Deep learning turns weather satellite thermal imagery into hourly ocean current maps
6 Articles
6 Articles
Deep learning turns weather satellite thermal imagery into hourly ocean current maps
Scientists have developed a new method to measure ocean surface currents over large areas in greater detail than ever before. Called GOFLOW (Geostationary Ocean Flow), the approach applies deep learning to thermal images from weather satellites already in orbit, requiring no new hardware to achieve what the researchers describe as a major advancement in ocean observation.
Newswise
Scientific InquirerNew AI Approach Reveals Ocean Currents in Unprecedented Detail
Scientists have developed a new method to measure ocean surface currents over large areas in greater detail than ever before. The approach applies deep learning to thermal images from weather satellites already in orbit.
How We Created a Service for Searching for Satellite Imagery Synchronized with Water Levels at Gauging Stations. Greetings. My name is Alexander Innokentyev, and Pavel Golovlev and I have been working on a web tool for hydrologists for over a year—the "Level-Sputnik" project. The idea grew out of a practical problem. When studying channel processes, floodplain conditions, or the effects of floods, you constantly run into one obstacle: there's a …
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