Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

An underestimated negative cloud feedback from cloud lifetime changes

Journal Article · · Nature Climate Change
 [1];  [2];  [3];  [4];  [5];  [6];  [2];  [2];  [2]
  1. Univ. of Leipzig (Germany); Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  2. Univ. of Leipzig (Germany)
  3. Univ. of Colorado, Boulder, CO (United States)
  4. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
  5. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  6. Univ. of Leipzig (Germany); Climate Services Center Germany, Hamburg (Germany)

As the atmosphere warms, part of the cloud population shifts from ice and mixed phase (“cold”) to liquid (“warm”) clouds. Because warm clouds are more reflective and longerlived, this phase change reduces the solar flux absorbed by Earth and constitutes a negative radiative feedback. This cooling feedback is weaker in CMIP6 than in CMIP5, contributing to greater greenhouse warming. While this change is often attributed to improvements in simulated cloud phase, another model bias persists: warm clouds precipitate too readily, potentially leading to underestimated negative lifetime feedbacks. In this work, we modify a climate model to better simulate warm rain probability and find it exhibits a cloud lifetime feedback nearly three times larger than the default model. This suggests model errors in cloud-precipitation processes may bias cloud feedbacks as much as CMIP5–CMIP6 climate sensitivity differences. Reliable climate model projections therefore require improved cloud process realism guided by process-oriented observations and observational constraints.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Science Foundation (NSF); National Aeronautics and Space Administration (NASA); European Research Council (ERC)
Grant/Contract Number:
AC05-76RL01830; AC52-07NA27344
OSTI ID:
1808069
Report Number(s):
PNNL-SA--149922
Journal Information:
Nature Climate Change, Journal Name: Nature Climate Change Journal Issue: 6 Vol. 11; ISSN 1758-678X
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United States
Language:
English

References (94)

Low-cloud optical depth feedback in climate models: Optical Depth Feedback journal May 2014
Intercomparison of the cloud water phase among global climate models: CLOUD WATER PHASE IN GCMs journal March 2014
Ship track observations of a reduced shortwave aerosol indirect effect in mixed-phase clouds: Ice-Cloud Indirect Effect in Ship-tracks journal October 2014
Multimodel evaluation of cloud phase transition using satellite and reanalysis data journal August 2015
Frequency of occurrence of rain from liquid-, mixed-, and ice-phase clouds derived from A-Train satellite retrievals: RAIN FROM LIQUID- AND ICE-PHASE CLOUDS journal August 2015
Importance of snow to global precipitation: IMPORTANCE OF SNOW TO PRECIPITATION journal November 2015
Evaluating and improving cloud phase in the Community Atmosphere Model version 5 using spaceborne lidar observations: CAM Cloud Phase Evaluation with CALIPSO journal April 2016
Cloud liquid water path and radiative feedbacks over the Southern Ocean: MIDLATITUDE FEEDBACKS journal October 2016
Constraining the low-cloud optical depth feedback at middle and high latitudes using satellite observations: CONSTRAINING LOW-CLOUD OPTICAL DEPTH FEEDBACK journal August 2016
A Multimodel Study on Warm Precipitation Biases in Global Models Compared to Satellite Observations: Multimodel Study on Warm Precipitation journal November 2017
Scale-Aware and Definition-Aware Evaluation of Modeled Near-Surface Precipitation Frequency Using CloudSat Observations journal April 2018
In situ observations of supercooled liquid clouds over the Southern Ocean during the HIAPER Pole‐to‐Pole Observation campaigns journal October 2013
Atmospheric component of the MPI-M Earth System Model: ECHAM6: ECHAM6 journal April 2013
Microphysical implications of cloud-precipitation covariance derived from satellite remote sensing: CLOUD-PRECIPITATION COVARIANCE journal June 2013
Evaluation of the cloud thermodynamic phase in a climate model using CALIPSO-GOCCP: CALIPSO-GOCCP CLOUD THERMODYNAMIC PHASE journal July 2013
Spatial variability of liquid cloud and rain: observations and microphysical effects: Cloud and Rain Variability journal April 2013
Design and performance of a new cloud microphysics scheme developed for the ECHAM general circulation model journal June 1996
A comparison of climate feedbacks in general circulation models journal March 2003
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
Will the tropical land biosphere dominate the climate–carbon cycle feedback during the twenty-first century? journal April 2007
On the interpretation of inter-model spread in CMIP5 climate sensitivity estimates journal March 2013
Assessment of different metrics for physical climate feedbacks journal April 2013
The influence of extratropical cloud phase and amount feedbacks on climate sensitivity journal July 2017
Investigating physical constraints on climate feedbacks using a perturbed parameter ensemble journal July 2020
Equifinality, data assimilation, and uncertainty estimation in mechanistic modelling of complex environmental systems using the GLUE methodology journal August 2001
On the “tuning” of autoconversion parameterizations in climate models journal June 2000
Sensitivity of chemical tracers to meteorological parameters in the MOZART-3 chemical transport model journal January 2007
Dreary state of precipitation in global models: MODEL AND OBSERVED PRECIPITATION journal December 2010
Incorporating the subgrid-scale variability of clouds in the autoconversion parameterization using a PDF-scheme: AUTOCONVERSION OF CLOUD LIQUID WATER journal April 2012
Observations of Ice Nucleating Particles Over Southern Ocean Waters journal November 2018
The Role of Thermodynamic Phase Shifts in Cloud Optical Depth Variations With Temperature journal April 2019
Mechanisms Behind the Extratropical Stratiform Low‐Cloud Optical Depth Response to Temperature in ARM Site Observations journal February 2019
High Climate Sensitivity in the Community Earth System Model Version 2 (CESM2) journal July 2019
Causes of Higher Climate Sensitivity in CMIP6 Models journal January 2020
Strong Dependence of Atmospheric Feedbacks on Mixed‐Phase Microphysics and Aerosol‐Cloud Interactions in HadGEM3 journal June 2019
A study of general circulation model climate feedbacks determined from perturbed sea surface temperature experiments journal August 1997
Thermodynamic constraint on the cloud liquid water feedback in climate models journal January 1987
A methodology for understanding and intercomparing atmospheric climate feedback processes in general circulation models journal January 1988
C02 and climate: a missing feedback? journal September 1989
Untangling aerosol effects on clouds and precipitation in a buffered system journal October 2009
Observational constraints on low cloud feedback reduce uncertainty of climate sensitivity journal May 2021
On the relationship between aerosol model uncertainty and radiative forcing uncertainty journal February 2016
Strong control of Southern Ocean cloud reflectivity by ice-nucleating particles journal February 2018
The hemispheric contrast in cloud microphysical properties constrains aerosol forcing journal July 2020
Robust Locally Weighted Regression and Smoothing Scatterplots journal December 1979
The $10 trillion value of better information about the transient climate response journal November 2015
Natural aerosols explain seasonal and spatial patterns of Southern Ocean cloud albedo journal July 2015
Reducing the aerosol forcing uncertainty using observational constraints on warm rain processes journal May 2020
The Theory of Open Systems in Physics and Biology journal January 1950
Aerosols, Cloud Microphysics, and Fractional Cloudiness journal September 1989
Observational constraints on mixed-phase clouds imply higher climate sensitivity journal April 2016
Global Patterns of Cloud Optical Thickness Variation with Temperature journal December 1992
Carbon Dioxide and Climate. The Impact of Cloud Parameterization journal March 1993
Cloudiness as a Global Climatic Feedback Mechanism: The Effects on the Radiation Balance and Surface Temperature of Variations in Cloudiness journal November 1972
Cloud Feedback Processes in a General Circulation Model journal April 1988
AMIP: The Atmospheric Model Intercomparison Project journal December 1992
An Overview of the Results of the Atmospheric Model Intercomparison Project (AMIP I) journal January 1999
A Comprehensive Mass Flux Scheme for Cumulus Parameterization in Large-Scale Models journal August 1989
A New Cloud Physics Parameterization in a Large-Eddy Simulation Model of Marine Stratocumulus journal January 2000
An Assessment of the Primary Sources of Spread of Global Warming Estimates from Coupled Atmosphere–Ocean Models journal October 2008
A New Sea Surface Temperature and Sea Ice Boundary Dataset for the Community Atmosphere Model journal October 2008
Sensitivity of the Aerosol Indirect Effect to Subgrid Variability in the Cloud Parameterization of the GFDL Atmosphere General Circulation Model AM3 journal July 2011
COSP: Satellite simulation software for model assessment journal August 2011
A Multipurpose Radar Simulation Package: QuickBeam journal November 2007
An Overview of CMIP5 and the Experiment Design journal April 2012
CloudSat and CALIPSO within the A-Train: Ten Years of Actively Observing the Earth System journal March 2018
Clouds over the Southern Ocean as Observed from the R/V Investigator during CAPRICORN. Part I: Cloud Occurrence and Phase Partitioning journal August 2018
Clouds over the Southern Ocean as Observed from the R/V Investigator during CAPRICORN. Part II: The Properties of Nonprecipitating Stratocumulus journal August 2018
Evaluation of the Warm Rain Formation Process in Global Models with Satellite Observations journal October 2015
Evaluation of Clouds and Precipitation in the ECHAM5 General Circulation Model Using CALIPSO and CloudSat Satellite Data journal July 2012
The Surface Downwelling Solar Radiation Surplus over the Southern Ocean in the Met Office Model: The Role of Midlatitude Cyclone Clouds journal November 2012
Origins of the Solar Radiation Biases over the Southern Ocean in CFMIP2 Models journal January 2014
Mechanisms of the Negative Shortwave Cloud Feedback in Middle to High Latitudes journal January 2016
Large Contribution of Supercooled Liquid Clouds to the Solar Radiation Budget of the Southern Ocean journal June 2016
A Regime-Oriented Approach to Observationally Constraining Extratropical Shortwave Cloud Feedbacks journal December 2020
The global aerosol-climate model ECHAM-HAM, version 2: sensitivity to improvements in process representations journal January 2012
Microphysical process rates and global aerosol–cloud interactions journal January 2013
Impact of the representation of marine stratocumulus clouds on the anthropogenic aerosol effect journal January 2014
The importance of mixed-phase and ice clouds for climate sensitivity in the global aerosol–climate model ECHAM6-HAM2 journal January 2018
Aerosol and physical atmosphere model parameters are both important sources of uncertainty in aerosol ERF journal January 2018
Subgrid variations of the cloud water and droplet number concentration over the tropical ocean: satellite observations and implications for warm rain simulations in climate models journal January 2019
Separating radiative forcing by aerosol–cloud interactions and rapid cloud adjustments in the ECHAM–HAMMOZ aerosol–climate model using the method of partial radiative perturbations journal January 2019
Snow-induced buffering in aerosol–cloud interactions journal January 2020
The aerosol-climate model ECHAM5-HAM journal January 2005
Cloud microphysics and aerosol indirect effects in the global climate model ECHAM5-HAM journal January 2007
Global simulations of aerosol processing in clouds journal January 2008
Sensitivity studies of different aerosol indirect effects in mixed-phase clouds journal January 2009
The Cloud Feedback Model Intercomparison Project (CFMIP) contribution to CMIP6 journal January 2017
The importance of considering sub-grid cloud variability when using satellite observations to evaluate the cloud and precipitation simulations in climate models journal January 2018
Incorporation of inline warm rain diagnostics into the COSP2 satellite simulator for process-oriented model evaluation journal January 2019
A unified parameterization of clouds and turbulence using CLUBB and subcolumns in the Community Atmosphere Model journal January 2015
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization journal January 2016
COSP and PRP output used in NCLIM-20030641A dataset January 2021
What is the Value of Scientific Knowledge? An Application to Global Warming Using the PRICE Model journal January 1997


Similar Records

Snow Reconciles Observed and Simulated Phase Partitioning and Increases Cloud Feedback
Journal Article · Thu Sep 23 00:00:00 EDT 2021 · Geophysical Research Letters · OSTI ID:1828775

Related Subjects