DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Insights from a refined decomposition of cloud feedbacks

Abstract

Abstract Decomposing cloud feedback into components due to changes in several gross cloud properties provides valuable insights into its physical causes. Here we present a refined decomposition that separately considers changes in free tropospheric and low cloud properties, better connecting feedbacks to individual governing processes and avoiding ambiguities present in a commonly used decomposition. It reveals that three net cloud feedback components are robustly nonzero: positive feedbacks from increasing free tropospheric cloud altitude and decreasing low cloud cover and a negative feedback from increasing low cloud optical depth. Low cloud amount feedback is the dominant contributor to spread in net cloud feedback but its anticorrelation with other components damps overall spread. The ensemble mean free tropospheric cloud altitude feedback is roughly 60% as large as the standard cloud altitude feedback because it avoids aliasing in low cloud reductions. Implications for the “null hypothesis” climate sensitivity from well‐understood and robustly simulated feedbacks are discussed.

Authors:
 [1];  [1];  [1]
  1. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Publication Date:
Research Org.:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1357354
Alternate Identifier(s):
OSTI ID: 1402393
Report Number(s):
LLNL-JRNL-693677
Journal ID: ISSN 0094-8276
Grant/Contract Number:  
AC52-07NA27344
Resource Type:
Accepted Manuscript
Journal Name:
Geophysical Research Letters
Additional Journal Information:
Journal Volume: 43; Journal Issue: 17; Journal ID: ISSN 0094-8276
Publisher:
American Geophysical Union
Country of Publication:
United States
Language:
English
Subject:
58 GEOSCIENCES; 54 ENVIRONMENTAL SCIENCES; cloud feedback; radiative kernel; CMIP

Citation Formats

Zelinka, Mark D., Zhou, Chen, and Klein, Stephen A. Insights from a refined decomposition of cloud feedbacks. United States: N. p., 2016. Web. doi:10.1002/2016GL069917.
Zelinka, Mark D., Zhou, Chen, & Klein, Stephen A. Insights from a refined decomposition of cloud feedbacks. United States. https://doi.org/10.1002/2016GL069917
Zelinka, Mark D., Zhou, Chen, and Klein, Stephen A. Mon . "Insights from a refined decomposition of cloud feedbacks". United States. https://doi.org/10.1002/2016GL069917. https://www.osti.gov/servlets/purl/1357354.
@article{osti_1357354,
title = {Insights from a refined decomposition of cloud feedbacks},
author = {Zelinka, Mark D. and Zhou, Chen and Klein, Stephen A.},
abstractNote = {Abstract Decomposing cloud feedback into components due to changes in several gross cloud properties provides valuable insights into its physical causes. Here we present a refined decomposition that separately considers changes in free tropospheric and low cloud properties, better connecting feedbacks to individual governing processes and avoiding ambiguities present in a commonly used decomposition. It reveals that three net cloud feedback components are robustly nonzero: positive feedbacks from increasing free tropospheric cloud altitude and decreasing low cloud cover and a negative feedback from increasing low cloud optical depth. Low cloud amount feedback is the dominant contributor to spread in net cloud feedback but its anticorrelation with other components damps overall spread. The ensemble mean free tropospheric cloud altitude feedback is roughly 60% as large as the standard cloud altitude feedback because it avoids aliasing in low cloud reductions. Implications for the “null hypothesis” climate sensitivity from well‐understood and robustly simulated feedbacks are discussed.},
doi = {10.1002/2016GL069917},
journal = {Geophysical Research Letters},
number = 17,
volume = 43,
place = {United States},
year = {Mon Sep 05 00:00:00 EDT 2016},
month = {Mon Sep 05 00:00:00 EDT 2016}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 111 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Thermodynamic constraint on the cloud liquid water feedback in climate models
journal, January 1987


Observational and Model Evidence for Positive Low-Level Cloud Feedback
journal, July 2009


Forcing and feedback in the MPI-ESM-LR coupled model under abruptly quadrupled CO 2 : FORCING AND FEEDBACK IN THE MPI-ESM-LR
journal, October 2013

  • Block, K.; Mauritsen, T.
  • Journal of Advances in Modeling Earth Systems, Vol. 5, Issue 4
  • DOI: 10.1002/jame.20041

Positive tropical marine low‐cloud cover feedback inferred from cloud‐controlling factors
journal, September 2015

  • Qu, Xin; Hall, Alex; Klein, Stephen A.
  • Geophysical Research Letters, Vol. 42, Issue 18
  • DOI: 10.1002/2015GL065627

Computing and Partitioning Cloud Feedbacks Using Cloud Property Histograms. Part II: Attribution to Changes in Cloud Amount, Altitude, and Optical Depth
journal, June 2012

  • Zelinka, Mark D.; Klein, Stephen A.; Hartmann, Dennis L.
  • Journal of Climate, Vol. 25, Issue 11
  • DOI: 10.1175/JCLI-D-11-00249.1

Transient Climate Change in the Hadley Centre Models: The Role of Physical Processes
journal, June 2001


Description and performance of the UIUC 24-layer stratosphere/troposphere general circulation model
journal, July 2000

  • Yang, Fanglin; Schlesinger, Michael E.; Rozanov, Eugene
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D14
  • DOI: 10.1029/2000JD900049

A review of cloud top height and optical depth histograms from MISR, ISCCP, and MODIS
journal, January 2010

  • Marchand, Roger; Ackerman, Thomas; Smyth, Mike
  • Journal of Geophysical Research, Vol. 115, Issue D16
  • DOI: 10.1029/2009JD013422

The LMDZ4 general circulation model: climate performance and sensitivity to parametrized physics with emphasis on tropical convection
journal, August 2006


Testing the Fixed Anvil Temperature Hypothesis in a Cloud-Resolving Model
journal, May 2007

  • Kuang, Zhiming; Hartmann, Dennis L.
  • Journal of Climate, Vol. 20, Issue 10
  • DOI: 10.1175/JCLI4124.1

Radiative forcing by volcanic aerosols from 1850 to 1994
journal, July 1999

  • Andronova, Natalia G.; Rozanov, Eugene V.; Yang, Fanglin
  • Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D14
  • DOI: 10.1029/1999JD900165

An important constraint on tropical cloud - climate feedback: TROPICAL CLOUD-CLIMATE FEEDBACK
journal, October 2002

  • Hartmann, Dennis L.; Larson, Kristin
  • Geophysical Research Letters, Vol. 29, Issue 20
  • DOI: 10.1029/2002GL015835

The observed sensitivity of high clouds to mean surface temperature anomalies in the tropics: TEMPERATURE SENSITIVITY OF HIGH CLOUDS
journal, December 2011

  • Zelinka, Mark D.; Hartmann, Dennis L.
  • Journal of Geophysical Research: Atmospheres, Vol. 116, Issue D23
  • DOI: 10.1029/2011JD016459

Why is longwave cloud feedback positive?
journal, January 2010

  • Zelinka, Mark D.; Hartmann, Dennis L.
  • Journal of Geophysical Research, Vol. 115, Issue D16
  • DOI: 10.1029/2010JD013817

Carbon emission limits required to satisfy future representative concentration pathways of greenhouse gases: ALLOWABLE FUTURE CARBON EMISSIONS
journal, March 2011

  • Arora, V. K.; Scinocca, J. F.; Boer, G. J.
  • Geophysical Research Letters, Vol. 38, Issue 5
  • DOI: 10.1029/2010GL046270

Comparison of marine stratocumulus cloud top heights in the southeastern Pacific retrieved from satellites with coincident ship-based observations
journal, January 2008

  • Garay, Michael J.; de Szoeke, Simon P.; Moroney, Catherine M.
  • Journal of Geophysical Research, Vol. 113, Issue D18
  • DOI: 10.1029/2008JD009975

Improved Climate Simulation by MIROC5: Mean States, Variability, and Climate Sensitivity
journal, December 2010

  • Watanabe, Masahiro; Suzuki, Tatsuo; O’ishi, Ryouta
  • Journal of Climate, Vol. 23, Issue 23
  • DOI: 10.1175/2010JCLI3679.1

Development and evaluation of an Earth-system model – HadGEM2
journal, January 2011

  • Collins, W. J.; Bellouin, N.; Doutriaux-Boucher, M.
  • Geoscientific Model Development Discussions, Vol. 4, Issue 2
  • DOI: 10.5194/gmdd-4-997-2011

Climate feedbacks in a general circulation model incorporating prognostic clouds
journal, November 2001


The impact of new physical parametrizations in the Hadley Centre climate model: HadAM3
journal, February 2000

  • Pope, V. D.; Gallani, M. L.; Rowntree, P. R.
  • Climate Dynamics, Vol. 16, Issue 2-3
  • DOI: 10.1007/s003820050009

MIROC-ESM 2010: model description and basic results of CMIP5-20c3m experiments
journal, January 2011

  • Watanabe, S.; Hajima, T.; Sudo, K.
  • Geoscientific Model Development, Vol. 4, Issue 4
  • DOI: 10.5194/gmd-4-845-2011

Constraining the low-cloud optical depth feedback at middle and high latitudes using satellite observations: CONSTRAINING LOW-CLOUD OPTICAL DEPTH FEEDBACK
journal, August 2016

  • Terai, C. R.; Klein, S. A.; Zelinka, M. D.
  • Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 16
  • DOI: 10.1002/2016JD025233

The relationship between interannual and long-term cloud feedbacks: INTERANNUAL AND LONG-TERM CLOUD FEEDBACKS
journal, December 2015

  • Zhou, Chen; Zelinka, Mark D.; Dessler, Andrew E.
  • Geophysical Research Letters, Vol. 42, Issue 23
  • DOI: 10.1002/2015gl066698

The Community Climate System Model Version 4
journal, October 2011

  • Gent, Peter R.; Danabasoglu, Gokhan; Donner, Leo J.
  • Journal of Climate, Vol. 24, Issue 19
  • DOI: 10.1175/2011JCLI4083.1

Combining ERBE and ISCCP data to assess clouds in the Hadley Centre, ECMWF and LMD atmospheric climate models
journal, September 2001


A new method for diagnosing radiative forcing and climate sensitivity
journal, January 2004


The response of the climate system to the indirect effects of anthropogenic sulfate aerosol
journal, August 2001

  • Williams, K. D.; Jones, A.; Roberts, D. L.
  • Climate Dynamics, Vol. 17, Issue 11
  • DOI: 10.1007/s003820100150

An Assessment of the Primary Sources of Spread of Global Warming Estimates from Coupled Atmosphere–Ocean Models
journal, October 2008


The New Hadley Centre Climate Model (HadGEM1): Evaluation of Coupled Simulations
journal, April 2006

  • Johns, T. C.; Durman, C. F.; Banks, H. T.
  • Journal of Climate, Vol. 19, Issue 7
  • DOI: 10.1175/jcli3712.1

Cloud optical thickness feedbacks in the CO 2 climate problem
journal, January 1984

  • Somerville, Richard C. J.; Remer, Lorraine A.
  • Journal of Geophysical Research, Vol. 89, Issue D6
  • DOI: 10.1029/JD089iD06p09668

Observational constraints on mixed-phase clouds imply higher climate sensitivity
journal, April 2016


Thermodynamic control of anvil cloud amount
journal, July 2016

  • Bony, Sandrine; Stevens, Bjorn; Coppin, David
  • Proceedings of the National Academy of Sciences, Vol. 113, Issue 32
  • DOI: 10.1073/pnas.1601472113

Cloud and Radiative Characteristics of Tropical Deep Convective Systems in Extended Cloud Objects from CERES Observations
journal, November 2009

  • Eitzen, Zachary A.; Xu, Kuan-Man; Wong, Takmeng
  • Journal of Climate, Vol. 22, Issue 22
  • DOI: 10.1175/2009JCLI3038.1

Atmospheric component of the MPI-M Earth System Model: ECHAM6: ECHAM6
journal, April 2013

  • Stevens, Bjorn; Giorgetta, Marco; Esch, Monika
  • Journal of Advances in Modeling Earth Systems, Vol. 5, Issue 2
  • DOI: 10.1002/jame.20015

Critical Evaluation of the ISCCP Simulator Using Ground-Based Remote Sensing Data
journal, March 2011

  • Mace, Gerald G.; Houser, Stephanie; Benson, Sally
  • Journal of Climate, Vol. 24, Issue 6
  • DOI: 10.1175/2010JCLI3517.1

Why Is Climate Sensitivity So Unpredictable?
journal, October 2007


Spread in model climate sensitivity traced to atmospheric convective mixing
journal, January 2014

  • Sherwood, Steven C.; Bony, Sandrine; Dufresne, Jean-Louis
  • Nature, Vol. 505, Issue 7481
  • DOI: 10.1038/nature12829

Insights into low-latitude cloud feedbacks from high-resolution models
journal, November 2015

  • Bretherton, Christopher S.
  • Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 373, Issue 2054
  • DOI: 10.1098/rsta.2014.0415

Towards Understanding Cloud Response in Atmospheric GCMs: The Use of Tendency Diagnostics
journal, January 2008

  • Ogura, T.; Emori, S.; Webb, M. J.
  • Journal of the Meteorological Society of Japan, Vol. 86, Issue 1
  • DOI: 10.2151/jmsj.86.69

The role of shallow convection in the water and energy cycles of the atmosphere
journal, October 2005

  • von Salzen, Knut; McFarlane, Norman A.; Lazare, Michael
  • Climate Dynamics, Vol. 25, Issue 7-8
  • DOI: 10.1007/s00382-005-0051-2

Works referencing / citing this record:

Using Space Lidar Observations to Decompose Longwave Cloud Radiative Effect Variations Over the Last Decade: Space lidar decomposes LWCRE variations
journal, December 2017

  • Vaillant de Guélis, Thibault; Chepfer, Hélène; Noel, Vincent
  • Geophysical Research Letters, Vol. 44, Issue 23
  • DOI: 10.1002/2017gl074628

Cloud feedback mechanisms and their representation in global climate models: Cloud feedback mechanisms and their representation in GCMs
journal, May 2017

  • Ceppi, Paulo; Brient, Florent; Zelinka, Mark D.
  • Wiley Interdisciplinary Reviews: Climate Change, Vol. 8, Issue 4
  • DOI: 10.1002/wcc.465

Observational Constraints on Cloud Feedbacks: The Role of Active Satellite Sensors
book, January 2017


Low-Cloud Feedbacks from Cloud-Controlling Factors: A Review
book, May 2016

  • Klein, Stephen A.; Hall, Alex; Norris, Joel R.
  • Shallow Clouds, Water Vapor, Circulation, and Climate Sensitivity
  • DOI: 10.1007/978-3-319-77273-8_7

Observational Constraints on Cloud Feedbacks: The Role of Active Satellite Sensors
journal, November 2017


Processes Responsible for Cloud Feedback
journal, October 2016


Ongoing Breakthroughs in Convective Parameterization
journal, April 2019

  • Rio, Catherine; Del Genio, Anthony D.; Hourdin, Frédéric
  • Current Climate Change Reports, Vol. 5, Issue 2
  • DOI: 10.1007/s40641-019-00127-w

Mechanisms Behind the Extratropical Stratiform Low‐Cloud Optical Depth Response to Temperature in ARM Site Observations
journal, February 2019

  • Terai, C. R.; Zhang, Y.; Klein, S. A.
  • Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 4
  • DOI: 10.1029/2018jd029359

Insensitivity of the Cloud Response to Surface Warming Under Radical Changes to Boundary Layer Turbulence and Cloud Microphysics: Results From the Ultraparameterized CAM
journal, December 2018

  • Parishani, Hossein; Pritchard, Michael S.; Bretherton, Christopher S.
  • Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 12
  • DOI: 10.1029/2018ms001409

Understanding Negative Subtropical Shallow Cumulus Cloud Feedbacks in a Near‐Global Aquaplanet Model Using Limited Area Cloud‐Resolving Simulations
journal, June 2019

  • Narenpitak, Pornampai; Bretherton, Christopher S.
  • Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 6
  • DOI: 10.1029/2018ms001572

Climatology Explains Intermodel Spread in Tropical Upper Tropospheric Cloud and Relative Humidity Response to Greenhouse Warming
journal, November 2019

  • Po‐Chedley, Stephen; Zelinka, Mark D.; Jeevanjee, Nadir
  • Geophysical Research Letters, Vol. 46, Issue 22
  • DOI: 10.1029/2019gl084786

New Cloud System Metrics to Assess Bulk Ice Cloud Schemes in a GCM
journal, October 2019

  • Stubenrauch, Claudia J.; Bonazzola, Marine; Protopapadaki, Sofia E.
  • Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 10
  • DOI: 10.1029/2019ms001642

Responses of Clouds and Large‐Scale Circulation to Global Warming Evaluated From Multidecadal Simulations Using a Global Nonhydrostatic Model
journal, September 2019

  • Noda, Akira T.; Kodama, Chihiro; Yamada, Yohei
  • Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 9
  • DOI: 10.1029/2019ms001658

Clearing clouds of uncertainty
journal, September 2017

  • Zelinka, Mark D.; Randall, David A.; Webb, Mark J.
  • Nature Climate Change, Vol. 7, Issue 10
  • DOI: 10.1038/nclimate3402

Beyond equilibrium climate sensitivity
journal, September 2017

  • Knutti, Reto; Rugenstein, Maria A. A.; Hegerl, Gabriele C.
  • Nature Geoscience, Vol. 10, Issue 10
  • DOI: 10.1038/ngeo3017

Space lidar observations constrain longwave cloud feedback
journal, November 2018

  • Vaillant de Guélis, Thibault; Chepfer, Hélène; Guzman, Rodrigo
  • Scientific Reports, Vol. 8, Issue 1
  • DOI: 10.1038/s41598-018-34943-1

Toward reduction of the uncertainties in climate sensitivity due to cloud processes using a global non-hydrostatic atmospheric model
journal, October 2018

  • Satoh, Masaki; Noda, Akira T.; Seiki, Tatsuya
  • Progress in Earth and Planetary Science, Vol. 5, Issue 1
  • DOI: 10.1186/s40645-018-0226-1

How important are future marine and shipping aerosol emissions in a warming Arctic summer and autumn?
journal, January 2018

  • Gilgen, Anina; Huang, Wan Ting Katty; Ickes, Luisa
  • Atmospheric Chemistry and Physics, Vol. 18, Issue 14
  • DOI: 10.5194/acp-18-10521-2018

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

  • McCoy, Daniel T.; Field, Paul R.; Elsaesser, Gregory S.
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 2
  • DOI: 10.5194/acp-19-1147-2019

ESD Reviews: Climate feedbacks in the Earth system and prospects for their evaluation
journal, January 2019

  • Heinze, Christoph; Eyring, Veronika; Friedlingstein, Pierre
  • Earth System Dynamics, Vol. 10, Issue 3
  • DOI: 10.5194/esd-10-379-2019

The Cumulus And Stratocumulus CloudSat-CALIPSO Dataset (CASCCAD)
journal, January 2019

  • Cesana, Grégory; Del Genio, Anthony D.; Chepfer, Hélène
  • Earth System Science Data, Vol. 11, Issue 4
  • DOI: 10.5194/essd-11-1745-2019

The global aerosol–climate model ECHAM6.3–HAM2.3 – Part 2: Cloud evaluation, aerosol radiative forcing, and climate sensitivity
journal, January 2019

  • Neubauer, David; Ferrachat, Sylvaine; Siegenthaler-Le Drian, Colombe
  • Geoscientific Model Development, Vol. 12, Issue 8
  • DOI: 10.5194/gmd-12-3609-2019

Low-Cloud Feedbacks from Cloud-Controlling Factors: A Review
journal, October 2017


The Cumulus And Stratocumulus CloudSat-CALIPSO Dataset (CASCCAD)
posted_content, May 2019

  • Cesana, Grégory; Del Genio, Anthony D.; Chepfer, Hélène
  • Earth System Science Data (ESSD)
  • DOI: 10.5194/essd-2019-73

ESD Reviews: Climate feedbacks in the Earth system and prospects for their evaluation
text, January 2019


The global aerosol-climate model ECHAM6.3-HAM2.3-Part 2: Cloud evaluation, aerosol radiative forcing, and climate sensitivity
text, January 2019


Beyond equilibrium climate sensitivity
text, January 2017


How important are future marine and shipping aerosol emissions in a warming Arctic summer and autumn?
text, January 2018