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Machine Learning
Assessment of Atmospheric Dynamics Based on Neural-Network Downscaling of Near-Surface Wind Speed Fields over the Barents and Kara Seas
This study examines the use of a deep learning approach for spatial downscaling (increasing spatial resolution) of near-surface wind …
Stanislava Vostrikova
,
Mikhail Krinitskiy
,
Сергей Гулев
,
Марина Александрова
Cite
DOI
Paper link at journal`s website
ВOCCТАНОВЛЕНИЕ ПРИПОВЕРХНОСТНОЙ ВЛАЖНОСТИ АТМОСФЕРЫ НАД ОКЕАНОМ ПО ДАННЫМ СОПУТСТВУЮЩИХ МЕТЕОРОЛОГИЧЕСКИХ ИЗМЕРЕНИЙ С ПРИМЕНЕНИЕМ МЕТОДОВ МАШИННОГО ОБУЧЕНИЯ
Air humidity in the near-surface atmospheric layer over the ocean is a key parameter influencing the transfer of moisture and heat …
Stanislava Vostrikova
,
Mikhail Krinitskiy
,
Сергей Гулев
,
Марина Александрова
Cite
DOI
Paper link at journal`s website
Cite
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