Application of Deep Learning to Estimate Atmospheric Gravity Wave Parameters in Reanalysis Data Sets

Authors :: Steve Easterbrook
Kaoru Sato
Daisuke Matsuoka
Sho Kawazoe
Shingo Watanabe
Wei Yu
Source :: Geophysical Research Letters. 47
Publication Year :: 2020
Publisher :: American Geophysical Union (AGU), 2020.
Abstract: Gravity waves play an essential role in driving and maintaining global circulation. To understand their contribution in the atmosphere, the accurate reproduction of their distribution is important....

Subjects :: 010504 meteorology & atmospheric sciences
Meteorology
Gravitational wave
Atmospheric circulation
business.industry
Deep learning
010502 geochemistry & geophysics
01 natural sciences
Atmosphere
Geophysics
General Earth and Planetary Sciences
Gravity wave
Artificial intelligence
business
Physics::Atmospheric and Oceanic Physics
Geology
0105 earth and related environmental sciences

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