Publication Date

9-12-2025

Document Type

Article

Publication Title

Geophysical Research Letters

Volume

52

Issue

18

DOI

10.1029/2025GL115946

Abstract

Mixed-phase clouds contribute to substantial uncertainties in global climate models due to their complex microphysical properties. Former model evaluations almost exclusively rely on satellite observations to assess cloud phase distributions globally. This study investigated mixed-phase cloud properties using near global-scale in situ observation data sets from 14 flight campaigns in combination with collocated output from a global climate model. The Southern Hemisphere (SH) shows significantly higher occurrence frequencies and higher mass fractions of supercooled liquid water than Northern Hemisphere (NH) based on observations at 0.2 and 100 km horizontal scales. Such hemispheric asymmetry is not captured by the model. The model also consistently overestimates liquid water content (LWC) in all cloud phases but shows ice water content (IWC) biases that vary with phase. Key processes contributing to model biases in phase partition can be identified through the combination of evaluation of phase frequency, liquid mass fraction, LWC and IWC.

Funding Number

DE-SC0023155

Funding Sponsor

U.S. Department of Energy

Keywords

cloud phase partition, E3SMv1/EAMv1, global climate model, hemispheric comparisons, in situ aircraft observations, mixed-phase clouds

Creative Commons License

Creative Commons License
This work is licensed under a Creative Commons Attribution-Noncommercial 4.0 License

Department

Research Foundation; Meteorology and Climate Science

Share

COinS