Combined Impacts of Temperature, Sea Ice Coverage, and Mixing Ratios of Sea Spray and Dust on Cloud Phase Over the Arctic and Southern Oceans

Combined Impacts of Temperature, Sea Ice Coverage, and Mixing Ratios of Sea Spray and Dust on Cloud Phase Over the Arctic and Southern Oceans

Abstract We analyze the importance of cloud top temperature, dust aerosol, sea salt aerosol, and sea ice cover for the thermodynamic phase of low‐level, mid‐level, and mid to low‐level clouds observed by CloudSat/CALIPSO over the Arctic and the Southern Ocean using an explainable machine learning te...

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Bibliographic Details
Main Authors: Barbara Dietel, Hendrik Andersen, Jan Cermak, Philip Stier, Corinna Hoose
Format: Article
Language:English
Published: Wiley 2024-10-01
Series:Geophysical Research Letters
Subjects:
mixed‐phase clouds
cloud phase
explainable machine learning
DARDAR
polar clouds
Online Access:https://doi.org/10.1029/2024GL110325
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https://doi.org/10.1029/2024GL110325

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