The University of Washington Ice–Liquid Discriminator (UWILD) improves single-particle phase classifications of hydrometeors within Southern Ocean clouds using machine learning

<p>Mixed-phase Southern Ocean clouds are challenging to simulate, and their representation in climate models is an important control on climate sensitivity. In particular, the amount of supercooled water and frozen mass that they contain in the present climate is a predictor of their planetar...

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Bibliographic Details
Main Authors: R. Atlas, J. Mohrmann, J. Finlon, J. Lu, I. Hsiao, R. Wood, M. Diao
Format: Article
Language:English
Published: Copernicus Publications 2021-11-01
Series:Atmospheric Measurement Techniques
Online Access:https://amt.copernicus.org/articles/14/7079/2021/amt-14-7079-2021.pdf