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

Title: Tropical temperature trends in Atmospheric General Circulation Model simulations and the impact of uncertainties in observed SSTs

Abstract

Abstract The comparison of trends in various climate indices in observations and models is of fundamental importance for judging the credibility of climate projections. Tropical tropospheric temperature trends have attracted particular attention as this comparison may suggest a model deficiency. One can think of this problem as composed of two parts: one focused on tropical surface temperature trends and the associated issues related to forcing, feedbacks, and ocean heat uptake and a second part focusing on connections between surface and tropospheric temperatures and the vertical profile of trends in temperature. Here we focus on the atmospheric component of the problem. We show that two ensembles of Geophysical Fluid Dynamics Laboratory HiRAM model runs (similar results are shown for National Center for Atmospheric Research's CAM4 model) with different commonly used prescribed sea surface temperatures (SSTs), namely, the HadISST1 and “Hurrell” data sets, have a difference in upper tropical tropospheric temperature trends (∼0.1 K/decade at 300 hPa for the period 1984–2008) that is about a factor 3 larger than expected from moist adiabatic scaling of the tropical average SST trend difference. We show that this surprisingly large discrepancy in temperature trends is a consequence of SST trend differences being largest in regions ofmore » deep convection. Further, trends, and the degree of agreement with observations, not only depend on SST data set and the particular atmospheric temperature data set but also on the period chosen for comparison. Due to the large impact on atmospheric temperatures, these systematic uncertainties in SSTs need to be resolved before the fidelity of climate models' tropical temperature trend profiles can be assessed.« less

Authors:
 [1];  [2];  [3];  [4];  [5];  [6]
  1. Program in Atmospheric and Oceanic Sciences Princeton University Princeton New Jersey USA
  2. Program in Atmospheric and Oceanic Sciences Princeton University Princeton New Jersey USA, Department of Geosciences Princeton University Princeton New Jersey USA
  3. Program in Atmospheric and Oceanic Sciences Princeton University Princeton New Jersey USA, Geophysical Fluid Dynamics Laboratory Princeton New Jersey USA
  4. Department of Atmospheric Sciences University of Washington Seattle Washington USA
  5. Geophysical Fluid Dynamics Laboratory Princeton New Jersey USA
  6. University Corporation for Atmospheric Research Boulder Colorado USA
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1402289
Grant/Contract Number:  
SC0006841
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Journal of Geophysical Research: Atmospheres
Additional Journal Information:
Journal Name: Journal of Geophysical Research: Atmospheres Journal Volume: 119 Journal Issue: 23; Journal ID: ISSN 2169-897X
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English

Citation Formats

Flannaghan, T. J., Fueglistaler, S., Held, I. M., Po‐Chedley, S., Wyman, B., and Zhao, M. Tropical temperature trends in Atmospheric General Circulation Model simulations and the impact of uncertainties in observed SSTs. United States: N. p., 2014. Web. doi:10.1002/2014JD022365.
Flannaghan, T. J., Fueglistaler, S., Held, I. M., Po‐Chedley, S., Wyman, B., & Zhao, M. Tropical temperature trends in Atmospheric General Circulation Model simulations and the impact of uncertainties in observed SSTs. United States. https://doi.org/10.1002/2014JD022365
Flannaghan, T. J., Fueglistaler, S., Held, I. M., Po‐Chedley, S., Wyman, B., and Zhao, M. Thu . "Tropical temperature trends in Atmospheric General Circulation Model simulations and the impact of uncertainties in observed SSTs". United States. https://doi.org/10.1002/2014JD022365.
@article{osti_1402289,
title = {Tropical temperature trends in Atmospheric General Circulation Model simulations and the impact of uncertainties in observed SSTs},
author = {Flannaghan, T. J. and Fueglistaler, S. and Held, I. M. and Po‐Chedley, S. and Wyman, B. and Zhao, M.},
abstractNote = {Abstract The comparison of trends in various climate indices in observations and models is of fundamental importance for judging the credibility of climate projections. Tropical tropospheric temperature trends have attracted particular attention as this comparison may suggest a model deficiency. One can think of this problem as composed of two parts: one focused on tropical surface temperature trends and the associated issues related to forcing, feedbacks, and ocean heat uptake and a second part focusing on connections between surface and tropospheric temperatures and the vertical profile of trends in temperature. Here we focus on the atmospheric component of the problem. We show that two ensembles of Geophysical Fluid Dynamics Laboratory HiRAM model runs (similar results are shown for National Center for Atmospheric Research's CAM4 model) with different commonly used prescribed sea surface temperatures (SSTs), namely, the HadISST1 and “Hurrell” data sets, have a difference in upper tropical tropospheric temperature trends (∼0.1 K/decade at 300 hPa for the period 1984–2008) that is about a factor 3 larger than expected from moist adiabatic scaling of the tropical average SST trend difference. We show that this surprisingly large discrepancy in temperature trends is a consequence of SST trend differences being largest in regions of deep convection. Further, trends, and the degree of agreement with observations, not only depend on SST data set and the particular atmospheric temperature data set but also on the period chosen for comparison. Due to the large impact on atmospheric temperatures, these systematic uncertainties in SSTs need to be resolved before the fidelity of climate models' tropical temperature trend profiles can be assessed.},
doi = {10.1002/2014JD022365},
journal = {Journal of Geophysical Research: Atmospheres},
number = 23,
volume = 119,
place = {United States},
year = {Thu Dec 11 00:00:00 EST 2014},
month = {Thu Dec 11 00:00:00 EST 2014}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1002/2014JD022365

Citation Metrics:
Cited by: 47 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Upward Shift of the Atmospheric General Circulation under Global Warming: Theory and Simulations
journal, December 2012


Amplification of Surface Temperature Trends and Variability in the Tropical Atmosphere
journal, September 2005


Atmospheric Lapse Rate Regimes and Their Parameterization
journal, March 1979


Limitations of time-slice experiments for predicting regional climate change over South Asia
journal, February 2005


Reply to “Comments on ‘A Bias in the Midtropospheric Channel Warm Target Factor on the NOAA-9 Microwave Sounding Unit’”
journal, May 2013


A New Sea Surface Temperature and Sea Ice Boundary Dataset for the Community Atmosphere Model
journal, October 2008

  • Hurrell, James W.; Hack, James J.; Shea, Dennis
  • Journal of Climate, Vol. 21, Issue 19
  • DOI: 10.1175/2008JCLI2292.1

A Comprehensive Ocean-Atmosphere Data Set
journal, October 1987


What Do Observational Datasets Say about Modeled Tropospheric Temperature Trends since 1979?
journal, September 2010

  • Christy, John R.; Herman, Benjamin; Pielke, Roger
  • Remote Sensing, Vol. 2, Issue 9
  • DOI: 10.3390/rs2092148

Improved Magnus Form Approximation of Saturation Vapor Pressure
journal, April 1996


The ENSO Signal in Tropical Tropospheric Temperature
journal, September 2002


Estimates of the Regression Coefficient Based on Kendall's Tau
journal, December 1968


Tropospheric temperature change since 1979 from tropical radiosonde and satellite measurements
journal, January 2007

  • Christy, John R.; Norris, William B.; Spencer, Roy W.
  • Journal of Geophysical Research, Vol. 112, Issue D6
  • DOI: 10.1029/2005JD006881

The Response of Tropical Cyclone Statistics to an Increase in CO 2 with Fixed Sea Surface Temperatures
journal, October 2011


Simulations of Global Hurricane Climatology, Interannual Variability, and Response to Global Warming Using a 50-km Resolution GCM
journal, December 2009

  • Zhao, Ming; Held, Isaac M.; Lin, Shian-Jiann
  • Journal of Climate, Vol. 22, Issue 24
  • DOI: 10.1175/2009JCLI3049.1

New Equations for Computing Vapor Pressure and Enhancement Factor
journal, December 1981


Global Sea Surface Temperature Analyses: Multiple Problemsand Their Implications for Climate Analysis, Modeling, and Reanalysis
journal, December 1999


Reduced space optimal analysis for historical data sets: 136 years of Atlantic sea surface temperatures
journal, December 1997

  • Kaplan, Alexey; Kushnir, Yochanan; Cane, Mark A.
  • Journal of Geophysical Research: Oceans, Vol. 102, Issue C13
  • DOI: 10.1029/97JC01734

Some Counterintuitive Dependencies of Tropical Cyclone Frequency on Parameters in a GCM
journal, July 2012

  • Zhao, Ming; Held, Isaac M.; Lin, Shian-Jiann
  • Journal of the Atmospheric Sciences, Vol. 69, Issue 7
  • DOI: 10.1175/JAS-D-11-0238.1

On the warming in the tropical upper troposphere: Models versus observations: ON TROPICAL UPPER TROPOSPHERIC WARMING
journal, August 2011

  • Fu, Qiang; Manabe, Syukuro; Johanson, Celeste M.
  • Geophysical Research Letters, Vol. 38, Issue 15
  • DOI: 10.1029/2011GL048101

Construction of the RSS V3.2 Lower-Tropospheric Temperature Dataset from the MSU and AMSU Microwave Sounders
journal, August 2009

  • Mears, Carl A.; Wentz, Frank J.
  • Journal of Atmospheric and Oceanic Technology, Vol. 26, Issue 8
  • DOI: 10.1175/2009JTECHA1237.1

Error Estimates of Version 5.0 of MSU–AMSU Bulk Atmospheric Temperatures
journal, May 2003


A Bias in the Midtropospheric Channel Warm Target Factor on the NOAA-9 Microwave Sounding Unit
journal, May 2012


An Improved In Situ and Satellite SST Analysis for Climate
journal, July 2002


Contribution of stratospheric cooling to satellite-inferred tropospheric temperature trends
journal, May 2004

  • Fu, Qiang; Johanson, Celeste M.; Warren, Stephen G.
  • Nature, Vol. 429, Issue 6987
  • DOI: 10.1038/nature02524

Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century
journal, January 2003


GFDL's CM2 Global Coupled Climate Models. Part I: Formulation and Simulation Characteristics
journal, March 2006

  • Delworth, Thomas L.; Broccoli, Anthony J.; Rosati, Anthony
  • Journal of Climate, Vol. 19, Issue 5
  • DOI: 10.1175/JCLI3629.1

AMIP: The Atmospheric Model Intercomparison Project
journal, December 1992


Revisiting the controversial issue of tropical tropospheric temperature trends: TROPICAL TEMPERATURE TRENDS
journal, June 2013

  • Mitchell, D. M.; Thorne, P. W.; Stott, P. A.
  • Geophysical Research Letters, Vol. 40, Issue 11
  • DOI: 10.1002/grl.50465

Recent trends in sea level pressure in the Indian Ocean region
journal, January 2006

  • Copsey, Dan; Sutton, Rowan; Knight, Jeff R.
  • Geophysical Research Letters, Vol. 33, Issue 19
  • DOI: 10.1029/2006GL027175

Construction of the Remote Sensing Systems V3.2 Atmospheric Temperature Records from the MSU and AMSU Microwave Sounders
journal, June 2009

  • Mears, Carl A.; Wentz, Frank J.
  • Journal of Atmospheric and Oceanic Technology, Vol. 26, Issue 6
  • DOI: 10.1175/2008JTECHA1176.1

A Note on Unbiased Estimation of the Standard Deviation
journal, October 1969


Discrepancies in tropical upper tropospheric warming between atmospheric circulation models and satellites
journal, October 2012


Spurious trends in satellite MSU temperatures from merging different satellite records
journal, March 1997

  • Hurrell, James W.; Trenberth, Kevin E.
  • Nature, Vol. 386, Issue 6621
  • DOI: 10.1038/386164a0

Tropospheric temperature trends: history of an ongoing controversy: Tropospheric temperature trends
journal, November 2010

  • Thorne, Peter W.; Lanzante, John R.; Peterson, Thomas C.
  • Wiley Interdisciplinary Reviews: Climate Change, Vol. 2, Issue 1
  • DOI: 10.1002/wcc.80