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Title: Global Climate Impacts of Fixing the Southern Ocean Shortwave Radiation Bias in the Community Earth System Model (CESM)

Journal Article · · Journal of Climate
 [1];  [2];  [1];  [3];  [3];  [4];  [2]
  1. Univ. of Colorado, Boulder, CO (United States)
  2. Univ. of Washington, Seattle, WA (United States)
  3. National Center for Atmospheric Research, Boulder, CO (United States)
  4. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)

Here, a large, long-standing, and pervasive climate model bias is excessive absorbed shortwave radiation (ASR) over the midlatitude oceans, especially the Southern Ocean. This study investigates both the underlying mechanisms for and climate impacts of this bias within the Community Earth System Model, version 1, with the Community Atmosphere Model, version 5 [CESM1(CAM5)]. Excessive Southern Ocean ASR in CESM1(CAM5) results in part because low-level clouds contain insufficient amounts of supercooled liquid. In a present-day atmosphere-only run, an observationally motivated modification to the shallow convection detrainment increases supercooled cloud liquid, brightens low-level clouds, and substantially reduces the Southern Ocean ASR bias. Tuning to maintain global energy balance enables reduction of a compensating tropical ASR bias. In the resulting preindustrial fully coupled run with a brighter Southern Ocean and dimmer tropics, the Southern Ocean cools and the tropics warm. As a result of the enhanced meridional temperature gradient, poleward heat transport increases in both hemispheres (especially the Southern Hemisphere), and the Southern Hemisphere atmospheric jet strengthens. Because northward cross-equatorial heat transport reductions occur primarily in the ocean (80%), not the atmosphere (20%), a proposed atmospheric teleconnection linking Southern Ocean ASR bias reduction and cooling with northward shifts in tropical precipitation has little impact. In summary, observationally motivated supercooled liquid water increases in shallow convective clouds enable large reductions in long-standing climate model shortwave radiation biases. Of relevance to both model bias reduction and climate dynamics, quantifying the influence of Southern Ocean cooling on tropical precipitation requires a model with dynamic ocean heat transport.

Research Organization:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC52-07NA27344
OSTI ID:
1438736
Report Number(s):
LLNL-JRNL-736961
Journal Information:
Journal of Climate, Vol. 29, Issue 12; ISSN 0894-8755
Publisher:
American Meteorological SocietyCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 223 works
Citation information provided by
Web of Science

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Cloud glaciation temperature estimation from passive remote sensing data with evolutionary computing: CLOUD GLACIATION TEMPERATURE ESTIMATION journal November 2016
Connecting tropical climate change with Southern Ocean heat uptake: Tropical Climate Change and SO Heat Uptake journal September 2017
Feedback of Atmosphere‐Ocean Coupling on Shifts of the Intertropical Convergence Zone journal November 2017
Regional Regime-Based Evaluation of Present-Day General Circulation Model Cloud Simulations Using Self-Organizing Maps journal April 2018
Southern Ocean albedo, inter-hemispheric energy transports and the double ITCZ: global impacts of biases in a coupled model journal June 2016
Extra-tropical origin of equatorial Pacific cold bias in climate models with links to cloud albedo journal November 2016
Regional and seasonal variations of the double-ITCZ bias in CMIP5 models journal September 2017
The contrasting climate response to tropical and extratropical energy perturbations journal January 2018
The ‘sticky’ ITCZ: ocean-moderated ITCZ shifts journal January 2019
The seesaw response of the intertropical and South Pacific convergence zones to hemispherically asymmetric thermal forcing journal December 2019
Processes Responsible for Cloud Feedback journal October 2016
Anthropogenic Aerosol Influences on Mixed-Phase Clouds journal February 2017
Ongoing Breakthroughs in Convective Parameterization journal April 2019
Response of the Intertropical Convergence Zone to Antarctic Ice Sheet Melt journal August 2018
Tropical Precipitation and Cross-Equatorial Heat Transport in Response to Localized Heating: Basin and Hemisphere Dependence journal November 2018
Radiative Effects of Secondary Ice Enhancement in Coastal Antarctic Clouds journal February 2019
Contrasting Tropical Climate Response Pattern to Localized Thermal Forcing Over Different Ocean Basins journal November 2018
The Interaction Between Boundary Layer and Convection Schemes in a WRF Simulation of Post Cold Frontal Clouds Over the ARM East North Atlantic Site journal April 2019
Satellite‐Based Detection of Daytime Supercooled Liquid‐Topped Mixed‐Phase Clouds Over the Southern Ocean Using the Advanced Himawari Imager journal March 2019
Alleviated Double ITCZ Problem in the NCAR CESM1: A New Cloud Scheme and the Working Mechanisms journal September 2018
The Latitudinal Variability of Oceanic Rainfall Properties and Its Implication for Satellite Retrievals: 1. Drop Size Distribution Properties journal December 2019
Global energetics and local physics as drivers of past, present and future monsoons journal May 2018
Impact of deep ocean mixing on the climatic mean state in the Southern Ocean journal September 2018
Strong control of Southern Ocean cloud reflectivity by ice-nucleating particles journal February 2018
Influence of blocking on Northern European and Western Russian heatwaves in large climate model ensembles journal May 2018
High-Resolution Climate Simulations in the Tropics with Complex Terrain Employing the CESM/WRF Model journal December 2018
The partitioning of poleward energy transport response between the atmosphere and Ekman flux to prescribed surface forcing in a simplified GCM journal September 2018
Hydrodynamic-Based Numerical Assessment of Flood Risk of Tamuín City, Mexico, by Tampaón River: A Forecast Considering Climate Change journal September 2019
Overview and preliminary results of the Surface Ocean Aerosol Production (SOAP) campaign journal January 2017
In situ measurements of cloud microphysical and aerosol properties during the break-up of stratocumulus cloud layers in cold air outbreaks over the North Atlantic journal January 2018
Energy transport, polar amplification, and ITCZ shifts in the GeoMIP G1 ensemble journal January 2018
The importance of mixed-phase and ice clouds for climate sensitivity in the global aerosol–climate model ECHAM6-HAM2 journal January 2018
Role of climate model dynamics in estimated climate responses to anthropogenic aerosols journal January 2019
The effect of univariate bias adjustment on multivariate hazard estimates journal January 2019
Significant improvement of cloud representation in the global climate model MRI-ESM2 journal January 2019
Anthropogenic Aerosol Influences on Mixed-Phase Clouds text January 2017
Energy transport, polar amplification, and ITCZ shifts in the GeoMIP G1 ensemble journal January 2017
The path to CAM6: coupled simulations with CAM5.4 and CAM5.5 journal January 2018
In-Situ Measurements of Cloud Microphysical and Aerosol Properties during the Breakup of Stratocumulus Cloud Layers in Cold Air Outbreaks over the North Atlantic journal July 2018
The seesaw response of the Intertropical and South Pacific convergence zones to hemispherically asymmetric thermal forcing journal May 2020
Cloud glaciation temperature estimation from passive remote sensing data with evolutionary computing text January 2016
Fast and slow shifts of the zonal-mean intertropical convergence zone in response to an idealized anthropogenic aerosol text January 2017
Influence of blocking on Northern European and Western Russian heatwaves in large climate model ensembles text January 2018
The effect of univariate bias adjustment on multivariate hazard estimates text January 2019
The effect of univariate bias adjustment on multivariate hazard estimates text January 2019
Effects of snow grain shape on climate simulations: sensitivity tests with the Norwegian Earth System Model journal January 2017
The seesaw response of the Intertropical and South Pacific convergence zones to hemispherically asymmetric thermal forcing journal April 2021
Influence of blocking on Northern European and Western Russian heatwaves in large climate model ensembles text January 2018