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Using Deep Learning to Nowcast the Spatial Coverage of Convection from Himawari-8 Satellite Data
Publisher: American Meteorological Society
Leveraging Modern Artificial Intelligence for Remote Sensing and NWP: Benefits and Challenges
Publisher: American Meteorological Society
Abstract: Artificial intelligence (AI) techniques have had significant recent successes in multiple fields. These fields and the fields of satellite remote sensing and NWP share the same fundamental underlying needs, including signal ...
A Climatological Study of Thermally Driven Wind Systems of the U.S. Intermountain West
Publisher: American Meteorological Society
Abstract: This paper investigates the diurnal evolution of thermally driven plain-mountain winds, up- and down-valley winds, up- and downslope winds, and land-lake breezes for summer fair weather conditions in four regions of the ...
Realizing the Benefits of AI across the Numerical Weather Prediction Value Chain
Publisher: American Meteorological Society
Estimating Full Longwave and Shortwave Radiative Transfer with Neural Networks of Varying Complexity
Publisher: American Meteorological Society
Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences
Publisher: American Meteorological Society
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