skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Mixed-phase cloud physics and Southern Ocean cloud feedback in climate models

Journal Article · · Journal of Geophysical Research: Atmospheres
DOI:https://doi.org/10.1002/2015JD023603· OSTI ID:1410025
 [1]; ORCiD logo [1];  [2];  [3];  [4]
  1. Univ. of Washington, Seattle, WA (United States)
  2. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
  3. Univ. of Washington, Seattle, WA (United States); Univ. of Reading, Reading (United Kingdom)
  4. Univ. of Leeds, Leeds (United Kingdom)

Abstract Increasing optical depth poleward of 45° is a robust response to warming in global climate models. Much of this cloud optical depth increase has been hypothesized to be due to transitions from ice‐dominated to liquid‐dominated mixed‐phase cloud. In this study, the importance of liquid‐ice partitioning for the optical depth feedback is quantified for 19 Coupled Model Intercomparison Project Phase 5 models. All models show a monotonic partitioning of ice and liquid as a function of temperature, but the temperature at which ice and liquid are equally mixed (the glaciation temperature) varies by as much as 40 K across models. Models that have a higher glaciation temperature are found to have a smaller climatological liquid water path (LWP) and condensed water path and experience a larger increase in LWP as the climate warms. The ice‐liquid partitioning curve of each model may be used to calculate the response of LWP to warming. It is found that the repartitioning between ice and liquid in a warming climate contributes at least 20% to 80% of the increase in LWP as the climate warms, depending on model. Intermodel differences in the climatological partitioning between ice and liquid are estimated to contribute at least 20% to the intermodel spread in the high‐latitude LWP response in the mixed‐phase region poleward of 45°S. It is hypothesized that a more thorough evaluation and constraint of global climate model mixed‐phase cloud parameterizations and validation of the total condensate and ice‐liquid apportionment against observations will yield a substantial reduction in model uncertainty in the high‐latitude cloud response to warming.

Research Organization:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC52-07NA27344; DE‐SC0012580
OSTI ID:
1410025
Alternate ID(s):
OSTI ID: 1402221
Report Number(s):
LLNL-JRNL-741060
Journal Information:
Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 18; ISSN 2169-897X
Publisher:
American Geophysical UnionCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 112 works
Citation information provided by
Web of Science

References (47)

CALIPSO/CALIOP Cloud Phase Discrimination Algorithm journal November 2009
Thermodynamic constraint on the cloud liquid water feedback in climate models journal January 1987
The importance of feldspar for ice nucleation by mineral dust in mixed-phase clouds journal June 2013
Contributions of Different Cloud Types to Feedbacks and Rapid Adjustments in CMIP5 journal July 2013
Observed Southern Ocean Cloud Properties and Shortwave Reflection. Part II: Phase Changes and Low Cloud Feedback journal December 2014
Climate Change: An Appraisal of Atmospheric Feedback Mechanisms Employing Zonal Climatology journal October 1976
In situ observations of supercooled liquid clouds over the Southern Ocean during the HIAPER Pole‐to‐Pole Observation campaigns journal October 2013
The response of the Southern Hemispheric eddy-driven jet to future changes in shortwave radiation in CMIP5: CEPPI ET AL. journal May 2014
Resilience of persistent Arctic mixed-phase clouds journal December 2011
Ice nucleation by particles immersed in supercooled cloud droplets journal January 2012
Computing and Partitioning Cloud Feedbacks Using Cloud Property Histograms. Part II: Attribution to Changes in Cloud Amount, Altitude, and Optical Depth journal June 2012
C02 and climate: a missing feedback? journal September 1989
Contrasting the impact of aerosols at northern and southern midlatitudes on heterogeneous ice formation: AEROSOL EFFECT ON ICE FORMATION journal September 2011
Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave journal July 1997
Occurrence, liquid water content, and fraction of supercooled water clouds from combined CALIOP/IIR/MODIS measurements journal January 2010
Impact of a cloud thermodynamic phase parameterization based on CALIPSO observations on climate simulation: IMPACT OF A CLOUD PHASE PARAMETERIZATION journal May 2012
Influence of cloud phase composition on climate feedbacks journal April 2014
Origins of differences in climate sensitivity, forcing and feedback in climate models journal April 2012
Importance of the mixed-phase cloud distribution in the control climate for assessing the response of clouds to carbon dioxide increase: a multi-model study journal April 2006
Intercomparison of the cloud water phase among global climate models: CLOUD WATER PHASE IN GCMs journal March 2014
Moisture and dynamical interactions maintaining decoupled Arctic mixed-phase stratocumulus in the presence of a humidity inversion journal January 2011
Mechanisms of marine low cloud sensitivity to idealized climate perturbations: A single-LES exploration extending the CGILS cases: LES OF BOUNDARY-LAYER CLOUD FEEDBACK journal May 2013
Marine Boundary Layer Cloud Feedbacks in a Constant Relative Humidity Atmosphere journal August 2012
An Explanation for the Existence of Supercooled Water at the Top of Cold Clouds journal April 1991
The Seasonal Cycle of Low Stratiform Clouds journal August 1993
Observed Southern Ocean Cloud Properties and Shortwave Reflection. Part I: Calculation of SW Flux from Observed Cloud Properties journal December 2014
On the Relationship between Stratiform Low Cloud Cover and Lower-Tropospheric Stability journal December 2006
Cloud Feedback Processes in a General Circulation Model journal April 1988
Extratropical Influence on ITCZ Shifts in Slab Ocean Simulations of Global Warming journal January 2012
On the interpretation of inter-model spread in CMIP5 climate sensitivity estimates journal March 2013
Improved Representation of Marine Stratocumulus Cloud Shortwave Radiative Properties in the CMIP5 Climate Models journal August 2014
A study on the low-altitude clouds over the Southern Ocean using the DARDAR-MASK: LOW-ALTITUDE CLOUDS OVER THE SOUTHERN OCEAN journal September 2012
Marine low cloud sensitivity to an idealized climate change: The CGILS LES intercomparison: CGILS LES Intercomparison journal May 2013
Intercomparison of model simulations of mixed-phase clouds observed during the ARM Mixed-Phase Arctic Cloud Experiment. I: single-layer cloud
  • Klein, Stephen A.; McCoy, Renata B.; Morrison, Hugh
  • Quarterly Journal of the Royal Meteorological Society, Vol. 135, Issue 641 https://doi.org/10.1002/qj.416
journal April 2009
Multimodel evaluation of cloud phase transition using satellite and reanalysis data journal August 2015
Computing and Partitioning Cloud Feedbacks Using Cloud Property Histograms. Part I: Cloud Radiative Kernels journal June 2012
Observational Constraints on the Cloud Thermodynamic Phase in Midlatitude Storms journal October 2006
CMIP3 Subtropical Stratocumulus Cloud Feedback Interpreted through a Mixed-Layer Model journal March 2013
A parametrization of the ice water content observed in frontal and convective clouds journal October 1996
On the spread of changes in marine low cloud cover in climate model simulations of the 21st century journal September 2013
Spaceborne lidar observations of the ice-nucleating potential of dust, polluted dust, and smoke aerosols in mixed-phase clouds journal June 2014
How Well Do We Understand and Evaluate Climate Change Feedback Processes? journal August 2006
COSP: Satellite simulation software for model assessment journal August 2011
In-situ aircraft observations of ice concentrations within clouds over the Antarctic Peninsula and Larsen Ice Shelf journal January 2012
Thermodynamic phase profiles of optically thin midlatitude clouds and their relation to temperature journal January 2010
Quantification of Monthly Mean Regional-Scale Albedo of Marine Stratiform Clouds in Satellite Observations and GCMs journal October 2011
Low cloud reduction in a greenhouse-warmed climate: Results from Lagrangian LES of a subtropical marine cloudiness transition: LAGRANGIAN BOUNDARY-LAYER CLOUD FEEDBACK journal February 2014

Cited By (17)

Cloud glaciation temperature estimation from passive remote sensing data with evolutionary computing: CLOUD GLACIATION TEMPERATURE ESTIMATION journal November 2016
Cloud feedback mechanisms and their representation in global climate models: Cloud feedback mechanisms and their representation in GCMs journal May 2017
Reducing Uncertainties in Climate Projections with Emergent Constraints: Concepts, Examples and Prospects journal December 2019
Which way will the circulation shift in a changing climate? Possible nonlinearity of extratropical cloud feedbacks journal August 2016
The influence of extratropical cloud phase and amount feedbacks on climate sensitivity journal July 2017
Satellite‐Based Detection of Daytime Supercooled Liquid‐Topped Mixed‐Phase Clouds Over the Southern Ocean Using the Advanced Himawari Imager journal March 2019
Strong control of Southern Ocean cloud reflectivity by ice-nucleating particles journal February 2018
Improved simulation of Antarctic sea ice due to the radiative effects of falling snow journal August 2017
Effects of atmospheric dynamics and aerosols on the fraction of supercooled water clouds journal January 2017
Contribution of feldspar and marine organic aerosols to global ice nucleating particle concentrations journal January 2017
The importance of mixed-phase and ice clouds for climate sensitivity in the global aerosol–climate model ECHAM6-HAM2 journal January 2018
Cloud feedbacks in extratropical cyclones: insight from long-term satellite data and high-resolution global simulations journal January 2019
Microphysics of summer clouds in central West Antarctica simulated by the Polar Weather Research and Forecasting Model (WRF) and the Antarctic Mesoscale Prediction System (AMPS) journal January 2019
Global spectroscopic survey of cloud thermodynamic phase at high spatial resolution, 2005–2015 journal January 2018
Significant improvement of cloud representation in the global climate model MRI-ESM2 journal January 2019
Cloud glaciation temperature estimation from passive remote sensing data with evolutionary computing text January 2016
Global Spectroscopic Survey of Cloud Thermodynamic Phase at High Spatial Resolution, 2005-2015 posted_content November 2017

Similar Records

Cloud feedbacks in extratropical cyclones: insight from long-term satellite data and high-resolution global simulations
Journal Article · Wed Jan 30 00:00:00 EST 2019 · Atmospheric Chemistry and Physics (Online) · OSTI ID:1410025

On the relationships among cloud cover, mixed‐phase partitioning, and planetary albedo in GCMs
Journal Article · Fri May 06 00:00:00 EDT 2016 · Journal of Advances in Modeling Earth Systems · OSTI ID:1410025

Cloud feedback mechanisms and their representation in global climate models
Journal Article · Thu May 11 00:00:00 EDT 2017 · Wiley Interdisciplinary Reviews. Climate Change · OSTI ID:1410025