Model Evaluation and Intercomparison of Marine Warm Low Cloud Fractions With Neural Network Ensembles

Model Evaluation and Intercomparison of Marine Warm Low Cloud Fractions With Neural Network Ensembles

Abstract Low cloud fractions (LCFs) and meteorological factors (MFs) over an oceanic region containing multiple cloud regimes are examined for three data sets: one Energy Exascale Earth System Model (E3SM) simulation with the default 72‐layer vertical grid (E3SM72), another one with 8‐times vertical...

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Bibliographic Details
Main Authors: Yao‐Sheng Chen, Takanobu Yamaguchi, Peter A. Bogenschutz, Graham Feingold
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2021-11-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
cloud controlling factors
E3SM
high resolution modeling
machine learning
shallow clouds
Online Access:https://doi.org/10.1029/2021MS002625

Internet

https://doi.org/10.1029/2021MS002625

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