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

Title: Air–Sea Turbulent Heat Fluxes in Climate Models and Observational Analyses: What Drives Their Variability?

Abstract

A traditional view is that the ocean outside of the tropics responds passively to atmosphere forcing, which implies that air–sea heat fluxes are mainly driven by atmosphere variability. This paper tests this viewpoint using state-of-the-art air–sea turbulent heat flux observational analyses and a climate model run at different resolutions. It is found herein that in midlatitude ocean frontal zones the variability of air–sea heat fluxes is not predominantly driven by the atmosphere variations but instead is forced by sea surface temperature (SST) variations arising from intrinsic oceanic variability. Meanwhile in most of the tropics and subtropics wind is the dominant driver of heat flux variability, and atmosphere humidity is mainly important in higher latitudes. The predominance of ocean forcing of heat fluxes found in frontal regions occurs on scales of around 700 km or less. Spatially smoothing the data to larger scales results in the traditional atmosphere-driving case, while filtering to retain only small scales of 5° or less leads to ocean forcing of heat fluxes over most of the globe. All observational analyses examined (1° OAFlux; 0.25° J-OFURO3; 0.25° SeaFlux) show this general behavior. A standard resolution (1°) climate model fails to reproduce the midlatitude, small-scale ocean forcing ofmore » heat flux: refining the ocean grid to resolve eddies (0.1°) gives a more realistic representation of ocean forcing but the variability of both SST and of heat flux is too high compared to observational analyses.« less

Authors:
 [1];  [1];  [2];  [1]
  1. National Center for Atmospheric Research, Boulder, Colorado
  2. North Carolina State University, Raleigh, North Carolina
Publication Date:
Research Org.:
University Corporation for Atmospheric Research, Boulder, CO (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR). Scientific Discovery through Advanced Computing (SciDAC); National Aeronautics and Space Administration (NASA); National Science Foundation (NSF)
OSTI Identifier:
1505893
Alternate Identifier(s):
OSTI ID: 1610893
Grant/Contract Number:  
SC0006743; NNX16AH60G; 80NSSC18K0769
Resource Type:
Published Article
Journal Name:
Journal of Climate
Additional Journal Information:
Journal Name: Journal of Climate Journal Volume: 32 Journal Issue: 8; Journal ID: ISSN 0894-8755
Publisher:
American Meteorological Society
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Meteorology & Atmospheric Sciences; Atmosphere-ocean interaction; Boundary currents; Eddies; Fluxes; Ocean models; Oceanic variability

Citation Formats

Small, R. Justin, Bryan, Frank O., Bishop, Stuart P., and Tomas, Robert A. Air–Sea Turbulent Heat Fluxes in Climate Models and Observational Analyses: What Drives Their Variability?. United States: N. p., 2019. Web. doi:10.1175/JCLI-D-18-0576.1.
Small, R. Justin, Bryan, Frank O., Bishop, Stuart P., & Tomas, Robert A. Air–Sea Turbulent Heat Fluxes in Climate Models and Observational Analyses: What Drives Their Variability?. United States. https://doi.org/10.1175/JCLI-D-18-0576.1
Small, R. Justin, Bryan, Frank O., Bishop, Stuart P., and Tomas, Robert A. Tue . "Air–Sea Turbulent Heat Fluxes in Climate Models and Observational Analyses: What Drives Their Variability?". United States. https://doi.org/10.1175/JCLI-D-18-0576.1.
@article{osti_1505893,
title = {Air–Sea Turbulent Heat Fluxes in Climate Models and Observational Analyses: What Drives Their Variability?},
author = {Small, R. Justin and Bryan, Frank O. and Bishop, Stuart P. and Tomas, Robert A.},
abstractNote = {A traditional view is that the ocean outside of the tropics responds passively to atmosphere forcing, which implies that air–sea heat fluxes are mainly driven by atmosphere variability. This paper tests this viewpoint using state-of-the-art air–sea turbulent heat flux observational analyses and a climate model run at different resolutions. It is found herein that in midlatitude ocean frontal zones the variability of air–sea heat fluxes is not predominantly driven by the atmosphere variations but instead is forced by sea surface temperature (SST) variations arising from intrinsic oceanic variability. Meanwhile in most of the tropics and subtropics wind is the dominant driver of heat flux variability, and atmosphere humidity is mainly important in higher latitudes. The predominance of ocean forcing of heat fluxes found in frontal regions occurs on scales of around 700 km or less. Spatially smoothing the data to larger scales results in the traditional atmosphere-driving case, while filtering to retain only small scales of 5° or less leads to ocean forcing of heat fluxes over most of the globe. All observational analyses examined (1° OAFlux; 0.25° J-OFURO3; 0.25° SeaFlux) show this general behavior. A standard resolution (1°) climate model fails to reproduce the midlatitude, small-scale ocean forcing of heat flux: refining the ocean grid to resolve eddies (0.1°) gives a more realistic representation of ocean forcing but the variability of both SST and of heat flux is too high compared to observational analyses.},
doi = {10.1175/JCLI-D-18-0576.1},
journal = {Journal of Climate},
number = 8,
volume = 32,
place = {United States},
year = {Tue Apr 09 00:00:00 EDT 2019},
month = {Tue Apr 09 00:00:00 EDT 2019}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1175/JCLI-D-18-0576.1

Citation Metrics:
Cited by: 57 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Coupled ocean-atmospheric waves on the equatorial front
journal, October 1998

  • Xie, Shang-Ping; Ishiwatari, Masaki; Hashizume, Hiroshi
  • Geophysical Research Letters, Vol. 25, Issue 20
  • DOI: 10.1029/1998GL900014

Influence of the Meridional Shifts of the Kuroshio and the Oyashio Extensions on the Atmospheric Circulation
journal, February 2011

  • Frankignoul, Claude; Sennéchael, Nathalie; Kwon, Young-Oh
  • Journal of Climate, Vol. 24, Issue 3
  • DOI: 10.1175/2010JCLI3731.1

The global climatology of an interannually varying air–sea flux data set
journal, August 2008


Objectively Analyzed Air–Sea Heat Fluxes for the Global Ice-Free Oceans (1981–2005)
journal, April 2007

  • Yu, Lisan; Weller, Robert A.
  • Bulletin of the American Meteorological Society, Vol. 88, Issue 4
  • DOI: 10.1175/BAMS-88-4-527

The Basic Effects of Atmosphere–Ocean Thermal Coupling on Midlatitude Variability*
journal, February 1998


The Atlantic Multidecadal Oscillation without a role for ocean circulation
journal, October 2015


Importance of ocean mesoscale variability for air-sea interactions in the Gulf of Mexico: Ocean Mesoscale Air-Sea Processes in GoM
journal, June 2017

  • Putrasahan, D. A.; Kamenkovich, I.; Le Hénaff, M.
  • Geophysical Research Letters, Vol. 44, Issue 12
  • DOI: 10.1002/2017GL072884

Stochastic climate models, Part II Application to sea-surface temperature anomalies and thermocline variability
journal, January 1977


Objective Determination of Feature Resolution in Two Sea Surface Temperature Analyses
journal, April 2013

  • Reynolds, Richard W.; Chelton, Dudley B.; Roberts-Jones, Jonah
  • Journal of Climate, Vol. 26, Issue 8
  • DOI: 10.1175/JCLI-D-12-00787.1

Global observations of nonlinear mesoscale eddies
journal, October 2011


Scale Dependence of Midlatitude Air–Sea Interaction
journal, October 2017

  • Bishop, Stuart P.; Small, R. Justin; Bryan, Frank O.
  • Journal of Climate, Vol. 30, Issue 20
  • DOI: 10.1175/JCLI-D-17-0159.1

Observations of the 40–50-Day Tropical Oscillation—A Review
journal, May 1994


The surface heat flux feedback. Part I: estimates from observations in the Atlantic and the North Pacific
journal, October 2002


An introduction to J-OFURO3, a third-generation Japanese ocean flux data set using remote-sensing observations
journal, August 2018

  • Tomita, Hiroyuki; Hihara, Tsutomu; Kako, Shin’ichiro
  • Journal of Oceanography, Vol. 75, Issue 2
  • DOI: 10.1007/s10872-018-0493-x

Daily High-Resolution-Blended Analyses for Sea Surface Temperature
journal, November 2007

  • Reynolds, Richard W.; Smith, Thomas M.; Liu, Chunying
  • Journal of Climate, Vol. 20, Issue 22
  • DOI: 10.1175/2007JCLI1824.1

Impacts on Ocean Heat from Transient Mesoscale Eddies in a Hierarchy of Climate Models
journal, February 2015

  • Griffies, Stephen M.; Winton, Michael; Anderson, Whit G.
  • Journal of Climate, Vol. 28, Issue 3
  • DOI: 10.1175/JCLI-D-14-00353.1

Group for High Resolution Sea Surface temperature (GHRSST) analysis fields inter-comparisons. Part 1: A GHRSST multi-product ensemble (GMPE)
journal, November 2012

  • Martin, Matthew; Dash, Prasanjit; Ignatov, Alexander
  • Deep Sea Research Part II: Topical Studies in Oceanography, Vol. 77-80
  • DOI: 10.1016/j.dsr2.2012.04.013

Investigating the Role of Ocean–Atmosphere Coupling in the North Pacific Ocean
journal, January 2014

  • Smirnov, Dimitry; Newman, Matthew; Alexander, Michael A.
  • Journal of Climate, Vol. 27, Issue 2
  • DOI: 10.1175/JCLI-D-13-00123.1

Estimation of the Surface Heat Flux Response to Sea Surface Temperature Anomalies over the Global Oceans
journal, November 2005

  • Park, Sungsu; Deser, Clara; Alexander, Michael A.
  • Journal of Climate, Vol. 18, Issue 21
  • DOI: 10.1175/JCLI3521.1

Integrating Cloud Processes in the Community Atmosphere Model, Version 5
journal, September 2014

  • Park, Sungsu; Bretherton, Christopher S.; Rasch, Philip J.
  • Journal of Climate, Vol. 27, Issue 18
  • DOI: 10.1175/JCLI-D-14-00087.1

Comment on "The Atlantic Multidecadal Oscillation without a role for ocean circulation"
journal, June 2016


Isopycnal Mixing in Ocean Circulation Models
journal, January 1990


Simulated Climate and Climate Change in the GFDL CM2.5 High-Resolution Coupled Climate Model
journal, April 2012


Signatures of Air–Sea Interactions in a Coupled Atmosphere–Ocean GCM
journal, October 2000


Mechanisms Governing Interannual Variability of Upper-Ocean Temperature in a Global Ocean Hindcast Simulation
journal, July 2007

  • Doney, Scott C.; Yeager, Steve; Danabasoglu, Gokhan
  • Journal of Physical Oceanography, Vol. 37, Issue 7
  • DOI: 10.1175/JPO3089.1

NCEP–DOE AMIP-II Reanalysis (R-2)
journal, November 2002

  • Kanamitsu, Masao; Ebisuzaki, Wesley; Woollen, Jack
  • Bulletin of the American Meteorological Society, Vol. 83, Issue 11
  • DOI: 10.1175/BAMS-83-11-1631

The Effect of Diurnal Sea Surface Temperature Warming on Climatological Air–Sea Fluxes
journal, April 2013


Surface Flux Variability over the North Pacific and North Atlantic Oceans
journal, November 1997


Comparisons of Daily Sea Surface Temperature Analyses for 2007–08
journal, July 2010


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

Local Air–Sea Relationship in Observations and Model Simulations
journal, October 2006

  • Wu, Renguang; Kirtman, Ben P.; Pegion, Kathy
  • Journal of Climate, Vol. 19, Issue 19
  • DOI: 10.1175/JCLI3904.1

Intrinsic Variability of Sea Level from Global Ocean Simulations: Spatiotemporal Scales
journal, May 2015

  • Sérazin, Guillaume; Penduff, Thierry; Grégorio, Sandy
  • Journal of Climate, Vol. 28, Issue 10
  • DOI: 10.1175/JCLI-D-14-00554.1

Estimating the Bowen ratio over the open and ice-covered ocean: Estimating The Bowen Ratio
journal, September 2013

  • Andreas, Edgar L.; Jordan, Rachel E.; Mahrt, Larry
  • Journal of Geophysical Research: Oceans, Vol. 118, Issue 9
  • DOI: 10.1002/jgrc.20295

Bulk parameterization of air-sea fluxes for Tropical Ocean-Global Atmosphere Coupled-Ocean Atmosphere Response Experiment
journal, February 1996

  • Fairall, C. W.; Bradley, E. F.; Rogers, D. P.
  • Journal of Geophysical Research: Oceans, Vol. 101, Issue C2
  • DOI: 10.1029/95JC03205

Investigating the Local Atmospheric Response to a Realistic Shift in the Oyashio Sea Surface Temperature Front
journal, February 2015

  • Smirnov, Dimitry; Newman, Matthew; Alexander, Michael A.
  • Journal of Climate, Vol. 28, Issue 3
  • DOI: 10.1175/JCLI-D-14-00285.1

Western boundary currents regulated by interaction between ocean eddies and the atmosphere
journal, July 2016


Air–sea interaction over ocean fronts and eddies
journal, August 2008


The ERA-40 re-analysis
journal, October 2005

  • Uppala, S. M.; KÅllberg, P. W.; Simmons, A. J.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 131, Issue 612
  • DOI: 10.1256/qj.04.176

Importance of Resolving Kuroshio Front and Eddy Influence in Simulating the North Pacific Storm Track
journal, March 2017


The Global Ocean Data Assimilation Experiment High-resolution Sea Surface Temperature Pilot Project
journal, August 2007

  • Donlon, C.; Robinson, I.; Casey, K. S.
  • Bulletin of the American Meteorological Society, Vol. 88, Issue 8
  • DOI: 10.1175/BAMS-88-8-1197

The Atmospheric Response to Weak Sea Surface Temperature Fronts*
journal, September 2015


An assessment of surface heat fluxes from J-OFURO2 at the KEO and JKEO sites
journal, January 2010

  • Tomita, Hiroyuki; Kubota, Masahisa; Cronin, Meghan F.
  • Journal of Geophysical Research, Vol. 115, Issue C3
  • DOI: 10.1029/2009JC005545

A new synoptic scale resolving global climate simulation using the Community Earth System Model
journal, December 2014

  • Small, R. Justin; Bacmeister, Julio; Bailey, David
  • Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 4
  • DOI: 10.1002/2014MS000363

The Climode Field Campaign: Observing the Cycle of Convection and Restratification over the Gulf Stream
journal, September 2009

  • The Climode Group:, ; Marshall, J.; Ferrari, R.
  • Bulletin of the American Meteorological Society, Vol. 90, Issue 9
  • DOI: 10.1175/2009BAMS2706.1

An active role of extratropical sea surface temperature anomalies in determining anomalous turbulent heat flux
journal, January 2003


Geographical Variability of the First Baroclinic Rossby Radius of Deformation
journal, March 1998


Mechanisms controlling the SST air-sea heat flux feedback and its dependence on spatial scale
journal, May 2016


Assessing high-resolution analysis of surface heat fluxes in the Gulf Stream region: Oaflux High-Resolution Heat Fluxes
journal, October 2013

  • Jin, Xiangze; Yu, Lisan
  • Journal of Geophysical Research: Oceans, Vol. 118, Issue 10
  • DOI: 10.1002/jgrc.20386

Observations of Coupling between Surface Wind Stress and Sea Surface Temperature in the Eastern Tropical Pacific
journal, April 2001


Bjerknes-like Compensation in the Wintertime North Pacific
journal, May 2015

  • Bishop, Stuart P.; Bryan, Frank O.; Small, R. Justin
  • Journal of Physical Oceanography, Vol. 45, Issue 5
  • DOI: 10.1175/JPO-D-14-0157.1

Impact of ocean resolution on coupled air-sea fluxes and large-scale climate: Coupled Air-sea Fluxes
journal, October 2016

  • Roberts, Malcolm J.; Hewitt, Helene T.; Hyder, Pat
  • Geophysical Research Letters, Vol. 43, Issue 19
  • DOI: 10.1002/2016GL070559

North Atlantic Ocean control on surface heat flux on multidecadal timescales
journal, July 2013

  • Gulev, Sergey K.; Latif, Mojib; Keenlyside, Noel
  • Nature, Vol. 499, Issue 7459
  • DOI: 10.1038/nature12268

On the Simulations of Global Oceanic Latent Heat Flux in the CMIP5 Multimodel Ensemble
journal, July 2018


Satellite Observations of Cool Ocean–Atmosphere Interaction
journal, February 2004

  • Xie, Shang-Ping
  • Bulletin of the American Meteorological Society, Vol. 85, Issue 2
  • DOI: 10.1175/BAMS-85-2-195

The NCEP/NCAR 40-Year Reanalysis Project
journal, March 1996


Variability of latent and sensible heat fluxes estimated using bulk formulae
journal, March 1992


Low-Pass Filtering, Heat Flux, and Atlantic Multidecadal Variability
journal, September 2017


Bulk Parameterization of Air–Sea Fluxes: Updates and Verification for the COARE Algorithm
journal, February 2003


A multi-scale high-resolution analysis of global sea surface temperature
journal, October 2017

  • Chin, Toshio Michael; Vazquez-Cuervo, Jorge; Armstrong, Edward M.
  • Remote Sensing of Environment, Vol. 200
  • DOI: 10.1016/j.rse.2017.07.029

Bulk Parameterization of Air-Sea Exchanges of Heat and Water Vapor Including the Molecular Constraints at the Interface
journal, September 1979


Impact of ocean model resolution on CCSM climate simulations
journal, September 2012


Predicting near-surface atmospheric variables from Special Sensor Microwave/Imager using neural networks with a first-guess approach
journal, January 2010

  • Roberts, J. Brent; Clayson, Carol Anne; Robertson, Franklin R.
  • Journal of Geophysical Research, Vol. 115, Issue D19
  • DOI: 10.1029/2009JD013099