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

Title: Summertime low clouds mediate the impact of the large-scale circulation on Arctic sea ice

Abstract

The rapid Arctic sea ice retreat in the early 21st century is believed to be driven by several dynamic and thermodynamic feedbacks, such as ice-albedo feedback and water vapor feedback. However, the role of clouds in these feedbacks remains unclear since the causality between clouds and these processes is complex. Here, we use NASA CERES satellite products and NCAR CESM model simulations to suggest that summertime low clouds have played an important role in driving sea ice melt by amplifying the adiabatic warming induced by a stronger anticyclonic circulation aloft. The upper-level high pressure regulates low clouds through stronger downward motion and increasing lower troposphere relative humidity. The increased low clouds favor more sea ice melt via emitting stronger longwave radiation. Then decreased surface albedo triggers a positive ice-albedo feedback, which further enhances sea ice melt. Considering the importance of summertime low clouds, accurate simulation of this process is a prerequisite for climate models to produce reliable future projections of Arctic sea ice.

Authors:
 [1]; ORCiD logo [2]; ORCiD logo [1];  [1];  [2]
  1. Univ. of Arizona, Tucson, AZ (United States)
  2. Univ. of California, Santa Barbara, CA (United States)
Publication Date:
Research Org.:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Atmospheric Radiation Measurement (ARM) Data Center
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Aeronautics and Space Administration (NASA); National Science Foundation (NSF); National Oceanic and Atmospheric Administration (NOAA)
OSTI Identifier:
1958426
Grant/Contract Number:  
AC05-76RL01830; 80NSSC18K1339; OPP-1744598; NA19OAR4310281; NA18OAR4310424; 80NSSC19K0172
Resource Type:
Accepted Manuscript
Journal Name:
Communications Earth & Environment
Additional Journal Information:
Journal Volume: 2; Journal Issue: 1; Journal ID: ISSN 2662-4435
Publisher:
Springer Nature
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; atmospheric dynamics; climate and Earth system modelling; cryospheric science

Citation Formats

Huang, Yiyi, Ding, Qinghua, Dong, Xiquan, Xi, Baike, and Baxter, Ian. Summertime low clouds mediate the impact of the large-scale circulation on Arctic sea ice. United States: N. p., 2021. Web. doi:10.1038/s43247-021-00114-w.
Huang, Yiyi, Ding, Qinghua, Dong, Xiquan, Xi, Baike, & Baxter, Ian. Summertime low clouds mediate the impact of the large-scale circulation on Arctic sea ice. United States. https://doi.org/10.1038/s43247-021-00114-w
Huang, Yiyi, Ding, Qinghua, Dong, Xiquan, Xi, Baike, and Baxter, Ian. Fri . "Summertime low clouds mediate the impact of the large-scale circulation on Arctic sea ice". United States. https://doi.org/10.1038/s43247-021-00114-w. https://www.osti.gov/servlets/purl/1958426.
@article{osti_1958426,
title = {Summertime low clouds mediate the impact of the large-scale circulation on Arctic sea ice},
author = {Huang, Yiyi and Ding, Qinghua and Dong, Xiquan and Xi, Baike and Baxter, Ian},
abstractNote = {The rapid Arctic sea ice retreat in the early 21st century is believed to be driven by several dynamic and thermodynamic feedbacks, such as ice-albedo feedback and water vapor feedback. However, the role of clouds in these feedbacks remains unclear since the causality between clouds and these processes is complex. Here, we use NASA CERES satellite products and NCAR CESM model simulations to suggest that summertime low clouds have played an important role in driving sea ice melt by amplifying the adiabatic warming induced by a stronger anticyclonic circulation aloft. The upper-level high pressure regulates low clouds through stronger downward motion and increasing lower troposphere relative humidity. The increased low clouds favor more sea ice melt via emitting stronger longwave radiation. Then decreased surface albedo triggers a positive ice-albedo feedback, which further enhances sea ice melt. Considering the importance of summertime low clouds, accurate simulation of this process is a prerequisite for climate models to produce reliable future projections of Arctic sea ice.},
doi = {10.1038/s43247-021-00114-w},
journal = {Communications Earth & Environment},
number = 1,
volume = 2,
place = {United States},
year = {Fri Feb 19 00:00:00 EST 2021},
month = {Fri Feb 19 00:00:00 EST 2021}
}

Works referenced in this record:

The Trajectory Towards a Seasonally Ice-Free Arctic Ocean
journal, September 2018


Decline in Arctic sea ice thickness from submarine and ICESat records: 1958-2008: ARCTIC SEA ICE THICKNESS
journal, August 2009

  • Kwok, R.; Rothrock, D. A.
  • Geophysical Research Letters, Vol. 36, Issue 15
  • DOI: 10.1029/2009GL039035

Springtime atmospheric energy transport and the control of Arctic summer sea-ice extent
journal, April 2013

  • Kapsch, Marie-Luise; Graversen, Rune Grand; Tjernström, Michael
  • Nature Climate Change, Vol. 3, Issue 8
  • DOI: 10.1038/nclimate1884

Cloud influence on and response to seasonal Arctic sea ice loss
journal, January 2009

  • Kay, Jennifer E.; Gettelman, Andrew
  • Journal of Geophysical Research, Vol. 114, Issue D18
  • DOI: 10.1029/2009JD011773

Recent Advances in Arctic Cloud and Climate Research
journal, October 2016

  • Kay, Jennifer E.; L’Ecuyer, Tristan; Chepfer, Helene
  • Current Climate Change Reports, Vol. 2, Issue 4
  • DOI: 10.1007/s40641-016-0051-9

Critical mechanisms for the formation of extreme arctic sea-ice extent in the summers of 2007 and 1996
journal, August 2013


Mean and turbulence structure of the summertime Arctic cloudy boundary layer
journal, April 1988

  • Curry, J. A.; Ebert, E. E.; Herman, G. F.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 114, Issue 481
  • DOI: 10.1002/qj.49711448109

A 10 year climatology of Arctic cloud fraction and radiative forcing at Barrow, Alaska
journal, January 2010

  • Dong, Xiquan; Xi, Baike; Crosby, Kathryn
  • Journal of Geophysical Research, Vol. 115, Issue D17
  • DOI: 10.1029/2009JD013489

Influence of high-latitude atmospheric circulation changes on summertime Arctic sea ice
journal, March 2017

  • Ding, Qinghua; Schweiger, Axel; L’Heureux, Michelle
  • Nature Climate Change, Vol. 7, Issue 4
  • DOI: 10.1038/nclimate3241

Observational constraints on Arctic Ocean clouds and radiative fluxes during the early 21st century: ARCTIC OCEAN CLOUD AND RADIATION CLIMATOLOGY
journal, July 2013

  • Kay, Jennifer E.; L'Ecuyer, Tristan
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 13
  • DOI: 10.1002/jgrd.50489

How Tropical Pacific Surface Cooling Contributed to Accelerated Sea Ice Melt from 2007 to 2012 as Ice Is Thinned by Anthropogenic Forcing
journal, November 2019


Internal Variability in Projections of Twenty-First-Century Arctic Sea Ice Loss: Role of the Large-Scale Atmospheric Circulation
journal, January 2014


Atmospheric Circulation and Its Effect on Arctic Sea Ice in CCSM3 Simulations at Medium and High Resolution*
journal, June 2006

  • DeWeaver, Eric; Bitz, Cecilia M.
  • Journal of Climate, Vol. 19, Issue 11
  • DOI: 10.1175/JCLI3753.1

Clouds and the Earth's Radiant Energy System (CERES): An Earth Observing System Experiment
journal, May 1996


Effect of Arctic clouds on the ice‐albedo feedback in midsummer
journal, January 2020

  • Choi, Yong‐Sang; Hwang, Jiwon; Ok, Jung
  • International Journal of Climatology, Vol. 40, Issue 10
  • DOI: 10.1002/joc.6469

An annual cycle of Arctic surface cloud forcing at SHEBA
journal, January 2002


Effects of multiple reflection and albedo on the net radiation in the pack ice zones of Antarctica
journal, March 2004

  • Wendler, G.; Moore, B.; Hartmann, B.
  • Journal of Geophysical Research: Atmospheres, Vol. 109, Issue D6
  • DOI: 10.1029/2003JD003927

Characterizing Arctic mixed‐phase cloud structure and its relationship with humidity and temperature inversion using ARM NSA observations
journal, August 2015

  • Qiu, Shaoyue; Dong, Xiquan; Xi, Baike
  • Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 15
  • DOI: 10.1002/2014JD023022

Moisture and dynamical interactions maintaining decoupled Arctic mixed-phase stratocumulus in the presence of a humidity inversion
journal, January 2011

  • Solomon, A.; Shupe, M. D.; Persson, P. O. G.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 19
  • DOI: 10.5194/acp-11-10127-2011

The Sensitivity of Springtime Arctic Mixed-Phase Stratocumulus Clouds to Surface-Layer and Cloud-Top Inversion-Layer Moisture Sources
journal, February 2014

  • Solomon, Amy; Shupe, Matthew D.; Persson, Ola
  • Journal of the Atmospheric Sciences, Vol. 71, Issue 2
  • DOI: 10.1175/JAS-D-13-0179.1

Formation and Persistence of Summertime Arctic Stratus Clouds
journal, August 1976


The Seasonal Cycle of Low Stratiform Clouds
journal, August 1993


Physical Characteristics of Arctic Stratus Clouds
journal, April 1984


The Arctic Summer Cloud Ocean Study (ASCOS): overview and experimental design
journal, January 2014

  • Tjernström, M.; Leck, C.; Birch, C. E.
  • Atmospheric Chemistry and Physics, Vol. 14, Issue 6
  • DOI: 10.5194/acp-14-2823-2014

Isolating the Liquid Cloud Response to Recent Arctic Sea Ice Variability Using Spaceborne Lidar Observations
journal, January 2018

  • Morrison, A. L.; Kay, J. E.; Chepfer, H.
  • Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 1
  • DOI: 10.1002/2017JD027248

Simulations of 20th and 21st century Arctic cloud amount in the global climate models assessed in the IPCC AR4
journal, October 2008


Covariance between Arctic sea ice and clouds within atmospheric state regimes at the satellite footprint level: ARCTIC SEA ICE AND CLOUD COVARIANCE
journal, December 2015

  • Taylor, Patrick C.; Kato, Seiji; Xu, Kuan-Man
  • Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 24
  • DOI: 10.1002/2015JD023520

The Community Earth System Model (CESM) Large Ensemble Project: A Community Resource for Studying Climate Change in the Presence of Internal Climate Variability
journal, August 2015

  • Kay, J. E.; Deser, C.; Phillips, A.
  • Bulletin of the American Meteorological Society, Vol. 96, Issue 8
  • DOI: 10.1175/BAMS-D-13-00255.1

Observed Arctic sea-ice loss directly follows anthropogenic CO 2 emission
journal, November 2016


Fingerprints of internal drivers of Arctic sea ice loss in observations and model simulations
journal, November 2018


Sea Ice Trends in Climate Models Only Accurate in Runs with Biased Global Warming
journal, August 2017


Historical (1850–2000) gridded anthropogenic and biomass burning emissions of reactive gases and aerosols: methodology and application
journal, January 2010

  • Lamarque, J. -F.; Bond, T. C.; Eyring, V.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 15
  • DOI: 10.5194/acp-10-7017-2010

Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
journal, January 2012

  • Liu, X.; Easter, R. C.; Ghan, S. J.
  • Geoscientific Model Development, Vol. 5, Issue 3
  • DOI: 10.5194/gmd-5-709-2012

A transitioning Arctic surface energy budget: the impacts of solar zenith angle, surface albedo and cloud radiative forcing
journal, November 2010

  • Sedlar, Joseph; Tjernström, Michael; Mauritsen, Thorsten
  • Climate Dynamics, Vol. 37, Issue 7-8
  • DOI: 10.1007/s00382-010-0937-5

Multiple reflection effects on irradiance in the presence of Arctic stratus clouds
journal, March 1981

  • Wendler, Gerd; Eaton, Frank D.; Ohtake, Takeshi
  • Journal of Geophysical Research: Oceans, Vol. 86, Issue C3
  • DOI: 10.1029/JC086iC03p02049

The ERA-Interim reanalysis: configuration and performance of the data assimilation system
journal, April 2011

  • Dee, D. P.; Uppala, S. M.; Simmons, A. J.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 656
  • DOI: 10.1002/qj.828

Evaluation of Seven Different Atmospheric Reanalysis Products in the Arctic
journal, April 2014


Quantifying the Uncertainties of Reanalyzed Arctic Cloud and Radiation Properties Using Satellite Surface Observations
journal, September 2017


Cloud Detection in Nonpolar Regions for CERES Using TRMM VIRS and Terra and Aqua MODIS Data
journal, November 2008

  • Minnis, Patrick; Trepte, Qing Z.; Sun-Mack, Szedung
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 46, Issue 11
  • DOI: 10.1109/TGRS.2008.2001351

Surface Irradiances Consistent with CERES-Derived Top-of-Atmosphere Shortwave and Longwave Irradiances
journal, May 2013


Surface Irradiances of Edition 4.0 Clouds and the Earth’s Radiant Energy System (CERES) Energy Balanced and Filled (EBAF) Data Product
journal, June 2018


Evaluation of the Arctic surface radiation budget in CMIP5 models: ARCTIC SURFACE RADIATIVE BIASES
journal, July 2016

  • Boeke, Robyn C.; Taylor, Patrick C.
  • Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 14
  • DOI: 10.1002/2016JD025099

Arctic Observation and Reanalysis Integrated System: A New Data Product for Validation and Climate Study
journal, June 2016

  • Christensen, Matthew W.; Behrangi, Ali; L’ecuyer, Tristan S.
  • Bulletin of the American Meteorological Society, Vol. 97, Issue 6
  • DOI: 10.1175/BAMS-D-14-00273.1

The Community Earth System Model: A Framework for Collaborative Research
journal, September 2013

  • Hurrell, James W.; Holland, M. M.; Gent, P. R.
  • Bulletin of the American Meteorological Society, Vol. 94, Issue 9
  • DOI: 10.1175/BAMS-D-12-00121.1

Observational Evidence Linking Arctic Supercooled Liquid Cloud Biases in CESM to Snowfall Processes
journal, June 2017

  • McIlhattan, Elin A.; L’Ecuyer, Tristan S.; Miller, Nathaniel B.
  • Journal of Climate, Vol. 30, Issue 12
  • DOI: 10.1175/JCLI-D-16-0666.1

An Intercomparison of Methods for Finding Coupled Patterns in Climate Data
journal, June 1992


Singular Value Decomposition of Wintertime Sea Surface Temperature and 500-mb Height Anomalies
journal, June 1992


The Effective Number of Spatial Degrees of Freedom of a Time-Varying Field
journal, July 1999