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Title: Global-scale multidecadal variability missing in state-of-the-art climate models

Abstract

Reliability of future global warming projections depends on how well climate models reproduce the observed climate change over the twentieth century. In this regard, deviations of the model-simulated climate change from observations, such as a recent “pause” in global warming, have received considerable attention. Such decadal mismatches between model-simulated and observed climate trends are common throughout the twentieth century, and their causes are still poorly understood. Here we show that the discrepancies between the observed and simulated climate variability on decadal and longer timescale have a coherent structure suggestive of a pronounced Global Multidecadal Oscillation. Surface temperature anomalies associated with this variability originate in the North Atlantic and spread out to the Pacific and Southern oceans and Antarctica, with Arctic following suit in about 25–35 years. While climate models exhibit various levels of decadal climate variability and some regional similarities to observations, none of the model simulations considered match the observed signal in terms of its magnitude, spatial patterns and their sequential time development. These results highlight a substantial degree of uncertainty in our interpretation of the observed climate change using current generation of climate models.

Authors:
ORCiD logo [1];  [2];  [3]
  1. Univ. of Wisconsin, Milwaukee, WI (United States); Russian Academy of Sciences (RAS), Moscow (Russian Federation). P. P. Shirshov Inst. of Oceanology
  2. Univ. of Wisconsin, Milwaukee, WI (United States)
  3. Univ. of Wisconsin, Milwaukee, WI (United States); County College of Morris, Randolph, NJ (United States)
Publication Date:
Research Org.:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Science Foundation (NSF)
OSTI Identifier:
1567550
Resource Type:
Accepted Manuscript
Journal Name:
npj Climate and Atmospheric Science
Additional Journal Information:
Journal Volume: 1; Journal Issue: 1; Journal ID: ISSN 2397-3722
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES

Citation Formats

Kravtsov, S., Grimm, C., and Gu, S. Global-scale multidecadal variability missing in state-of-the-art climate models. United States: N. p., 2018. Web. doi:10.1038/s41612-018-0044-6.
Kravtsov, S., Grimm, C., & Gu, S. Global-scale multidecadal variability missing in state-of-the-art climate models. United States. https://doi.org/10.1038/s41612-018-0044-6
Kravtsov, S., Grimm, C., and Gu, S. Tue . "Global-scale multidecadal variability missing in state-of-the-art climate models". United States. https://doi.org/10.1038/s41612-018-0044-6. https://www.osti.gov/servlets/purl/1567550.
@article{osti_1567550,
title = {Global-scale multidecadal variability missing in state-of-the-art climate models},
author = {Kravtsov, S. and Grimm, C. and Gu, S.},
abstractNote = {Reliability of future global warming projections depends on how well climate models reproduce the observed climate change over the twentieth century. In this regard, deviations of the model-simulated climate change from observations, such as a recent “pause” in global warming, have received considerable attention. Such decadal mismatches between model-simulated and observed climate trends are common throughout the twentieth century, and their causes are still poorly understood. Here we show that the discrepancies between the observed and simulated climate variability on decadal and longer timescale have a coherent structure suggestive of a pronounced Global Multidecadal Oscillation. Surface temperature anomalies associated with this variability originate in the North Atlantic and spread out to the Pacific and Southern oceans and Antarctica, with Arctic following suit in about 25–35 years. While climate models exhibit various levels of decadal climate variability and some regional similarities to observations, none of the model simulations considered match the observed signal in terms of its magnitude, spatial patterns and their sequential time development. These results highlight a substantial degree of uncertainty in our interpretation of the observed climate change using current generation of climate models.},
doi = {10.1038/s41612-018-0044-6},
journal = {npj Climate and Atmospheric Science},
number = 1,
volume = 1,
place = {United States},
year = {Tue Nov 20 00:00:00 EST 2018},
month = {Tue Nov 20 00:00:00 EST 2018}
}

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Works referenced in this record:

Recent intensification of wind-driven circulation in the Pacific and the ongoing warming hiatus
journal, February 2014

  • England, Matthew H.; McGregor, Shayne; Spence, Paul
  • Nature Climate Change, Vol. 4, Issue 3
  • DOI: 10.1038/nclimate2106

Atlantic Multidecadal Oscillation and Northern Hemisphere’s climate variability
journal, April 2011

  • Wyatt, Marcia Glaze; Kravtsov, Sergey; Tsonis, Anastasios A.
  • Climate Dynamics, Vol. 38, Issue 5-6
  • DOI: 10.1007/s00382-011-1071-8

Role for Eurasian Arctic shelf sea ice in a secularly varying hemispheric climate signal during the 20th century
journal, September 2013


What Caused the Global Surface Warming Hiatus of 1998–2013?
journal, March 2017


A Review of Predictability Studies of Atlantic Sector Climate on Decadal Time Scales
journal, December 2006

  • Latif, M.; Collins, M.; Pohlmann, H.
  • Journal of Climate, Vol. 19, Issue 23
  • DOI: 10.1175/JCLI3945.1

Observed and simulated multidecadal variability in the Northern Hemisphere
journal, September 2000


Generation of hyper climate modes
journal, January 2008


The subtle origins of surface-warming hiatuses
journal, April 2017

  • Hedemann, Christopher; Mauritsen, Thorsten; Jungclaus, Johann
  • Nature Climate Change, Vol. 7, Issue 5
  • DOI: 10.1038/nclimate3274

What Are Climate Models Missing?
journal, May 2013


ERA-20C: An Atmospheric Reanalysis of the Twentieth Century
journal, June 2016


Decadal Climate Prediction: An Update from the Trenches
journal, February 2014

  • Meehl, Gerald A.; Goddard, Lisa; Boer, George
  • Bulletin of the American Meteorological Society, Vol. 95, Issue 2
  • DOI: 10.1175/BAMS-D-12-00241.1

An Overview of CMIP5 and the Experiment Design
journal, April 2012

  • Taylor, Karl E.; Stouffer, Ronald J.; Meehl, Gerald A.
  • Bulletin of the American Meteorological Society, Vol. 93, Issue 4
  • DOI: 10.1175/BAMS-D-11-00094.1

Observed and Simulated Fingerprints of Multidecadal Climate Variability and Their Contributions to Periods of Global SST Stagnation
journal, January 2017

  • Barcikowska, Monika J.; Knutson, Thomas R.; Zhang, Rong
  • Journal of Climate, Vol. 30, Issue 2
  • DOI: 10.1175/JCLI-D-16-0443.1

Aerosols implicated as a prime driver of twentieth-century North Atlantic climate variability
journal, April 2012

  • Booth, Ben B. B.; Dunstone, Nick J.; Halloran, Paul R.
  • Nature, Vol. 484, Issue 7393
  • DOI: 10.1038/nature10946

The Modification of Sea Surface Temperature Anomaly Linear Damping Time Scales by Stratocumulus Clouds
journal, June 2013


Contribution of the Interdecadal Pacific Oscillation to twentieth-century global surface temperature trends
journal, August 2016

  • Meehl, Gerald A.; Hu, Aixue; Santer, Benjamin D.
  • Nature Climate Change, Vol. 6, Issue 11
  • DOI: 10.1038/nclimate3107

Varying planetary heat sink led to global-warming slowdown and acceleration
journal, August 2014


Historical forcings as main drivers of the Atlantic multidecadal variability in the CESM large ensemble
journal, July 2017


The Pacific Decadal Oscillation, Revisited
journal, June 2016

  • Newman, Matthew; Alexander, Michael A.; Ault, Toby R.
  • Journal of Climate, Vol. 29, Issue 12
  • DOI: 10.1175/JCLI-D-15-0508.1

Assessing the Climate Impacts of the Observed Atlantic Multidecadal Variability Using the GFDL CM2.1 and NCAR CESM1 Global Coupled Models
journal, April 2017

  • Ruprich-Robert, Yohan; Msadek, Rym; Castruccio, Frederic
  • Journal of Climate, Vol. 30, Issue 8
  • DOI: 10.1175/JCLI-D-16-0127.1

A new dynamical mechanism for major climate shifts: MECHANISM FOR MAJOR CLIMATE SHIFTS
journal, July 2007

  • Tsonis, Anastasios A.; Swanson, Kyle; Kravtsov, Sergey
  • Geophysical Research Letters, Vol. 34, Issue 13
  • DOI: 10.1029/2007GL030288

Advanced spectral methods for climatic time series
journal, January 2002


A Significant Component of Unforced Multidecadal Variability in the Recent Acceleration of Global Warming
journal, February 2011

  • DelSole, Timothy; Tippett, Michael K.; Shukla, Jagadish
  • Journal of Climate, Vol. 24, Issue 3
  • DOI: 10.1175/2010JCLI3659.1

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

Skilful multi-year predictions of tropical trans-basin climate variability
journal, April 2015

  • Chikamoto, Yoshimitsu; Timmermann, Axel; Luo, Jing-Jia
  • Nature Communications, Vol. 6, Issue 1
  • DOI: 10.1038/ncomms7869

Prospects for a prolonged slowdown in global warming in the early 21st century
journal, November 2016

  • Knutson, Thomas R.; Zhang, Rong; Horowitz, Larry W.
  • Nature Communications, Vol. 7, Issue 1
  • DOI: 10.1038/ncomms13676

Recent Progress in Understanding and Predicting Atlantic Decadal Climate Variability
journal, April 2017


Atlantic forcing of Pacific decadal variability
journal, June 2015


Decadal modulation of global surface temperature by internal climate variability
journal, April 2015

  • Dai, Aiguo; Fyfe, John C.; Xie, Shang-Ping
  • Nature Climate Change, Vol. 5, Issue 6
  • DOI: 10.1038/nclimate2605

Long-term natural variability and 20th century climate change
journal, September 2009

  • Swanson, K. L.; Sugihara, G.; Tsonis, A. A.
  • Proceedings of the National Academy of Sciences, Vol. 106, Issue 38
  • DOI: 10.1073/pnas.0908699106

The necessity of cloud feedback for a basin-scale Atlantic Multidecadal Oscillation: CLOUD FEEDBACK CAUSES BASIN-SCALE AMO
journal, April 2016

  • Brown, Patrick T.; Lozier, M. Susan; Zhang, Rong
  • Geophysical Research Letters, Vol. 43, Issue 8
  • DOI: 10.1002/2016GL068303

Atlantic-induced pan-tropical climate change over the past three decades
journal, November 2015

  • Li, Xichen; Xie, Shang-Ping; Gille, Sarah T.
  • Nature Climate Change, Vol. 6, Issue 3
  • DOI: 10.1038/nclimate2840

Teleconnection Between Atlantic Multidecadal Variability and European Temperature: Diversity and Evaluation of the Coupled Model Intercomparison Project Phase 5 Models
journal, November 2017

  • Qasmi, Saïd; Cassou, Christophe; Boé, Julien
  • Geophysical Research Letters, Vol. 44, Issue 21
  • DOI: 10.1002/2017GL074886

The impact of multidecadal Atlantic meridional overturning circulation variations on the Southern Ocean
journal, May 2016


The epistemological status of general circulation models
journal, May 2017


The Multidecadal Atlantic SST—Sahel Rainfall Teleconnection in CMIP5 Simulations
journal, January 2014


Decadal Climate Variability and Predictability: Challenges and Opportunities
journal, March 2018

  • Cassou, Christophe; Kushnir, Yochanan; Hawkins, Ed
  • Bulletin of the American Meteorological Society, Vol. 99, Issue 3
  • DOI: 10.1175/BAMS-D-16-0286.1

Recent Antarctic sea ice trends in the context of Southern Ocean surface climate variations since 1950: FAN ET AL.
journal, April 2014

  • Fan, Tingting; Deser, Clara; Schneider, David P.
  • Geophysical Research Letters, Vol. 41, Issue 7
  • DOI: 10.1002/2014GL059239

Southern Ocean Sector Centennial Climate Variability and Recent Decadal Trends
journal, October 2013


The Twentieth Century Reanalysis Project
journal, January 2011

  • Compo, G. P.; Whitaker, J. S.; Sardeshmukh, P. D.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 654
  • DOI: 10.1002/qj.776

Multi-model ensemble analysis of Pacific and Atlantic SST variability in unperturbed climate simulations
journal, October 2015


Two contrasting views of multidecadal climate variability in the twentieth century: Two views of climate variability
journal, October 2014

  • Kravtsov, Sergey; Wyatt, Marcia G.; Curry, Judith A.
  • Geophysical Research Letters, Vol. 41, Issue 19
  • DOI: 10.1002/2014GL061416

Observations, inferences, and mechanisms of the Atlantic Meridional Overturning Circulation: A review
journal, January 2016

  • Buckley, Martha W.; Marshall, John
  • Reviews of Geophysics, Vol. 54, Issue 1
  • DOI: 10.1002/2015RG000493

An overview of decadal-scale sea surface temperature variability in the observational record
journal, July 2017


Surface warming hiatus caused by increased heat uptake across multiple ocean basins
journal, November 2014

  • Drijfhout, S. S.; Blaker, A. T.; Josey, S. A.
  • Geophysical Research Letters, Vol. 41, Issue 22
  • DOI: 10.1002/2014GL061456

A signature of persistent natural thermohaline circulation cycles in observed climate
journal, January 2005


Western tropical Pacific multidecadal variability forced by the Atlantic multidecadal oscillation
journal, July 2017

  • Sun, Cheng; Kucharski, Fred; Li, Jianping
  • Nature Communications, Vol. 8, Issue 1
  • DOI: 10.1038/ncomms15998

Trends, interdecadal and interannual oscillations in global sea-surface temperatures
journal, June 1998


Positive low cloud and dust feedbacks amplify tropical North Atlantic Multidecadal Oscillation
journal, February 2016

  • Yuan, Tianle; Oreopoulos, Lazaros; Zelinka, Mark
  • Geophysical Research Letters, Vol. 43, Issue 3
  • DOI: 10.1002/2016GL067679

The tropical Pacific as a key pacemaker of the variable rates of global warming
journal, July 2016

  • Kosaka, Yu; Xie, Shang-Ping
  • Nature Geoscience, Vol. 9, Issue 9
  • DOI: 10.1038/ngeo2770

May common model biases reduce CMIP5’s ability to simulate the recent Pacific La Niña-like cooling?
journal, April 2017


A stochastic model of IndoPacific sea surface temperature anomalies
journal, November 1996


Atlantic and Pacific multidecadal oscillations and Northern Hemisphere temperatures
journal, February 2015

  • Steinman, Byron A.; Mann, Michael E.; Miller, Sonya K.
  • Science, Vol. 347, Issue 6225
  • DOI: 10.1126/science.1257856

Random Forcing and Forecasting Using Principal Oscillation Pattern Analysis
journal, October 1989


Multilevel Regression Modeling of Nonlinear Processes: Derivation and Applications to Climatic Variability
journal, November 2005

  • Kravtsov, S.; Kondrashov, D.; Ghil, M.
  • Journal of Climate, Vol. 18, Issue 21
  • DOI: 10.1175/jcli3544.1

The Twentieth Century Reanalysis Project
text, January 2011

  • Compo, Gilbert P.; Whitaker, Jeffrey S.; Sardeshmudh, Prashant D.
  • Royal Meteorological Society
  • DOI: 10.7892/boris.9227

Decadal Climate Prediction: An Update from the Trenches
text, January 2014

  • Meehl, Gerald A.; Goddard, Lisa M.; Boer, George
  • Columbia University
  • DOI: 10.7916/d86973g5

Advanced spectral methods for climatic time series
text, January 2002

  • Allen, M. R.; Ghil, Michael; Dettinger, M. D.
  • Columbia University
  • DOI: 10.7916/d84b3b1f

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Spring Aleutian Low Weakening and Surface Cooling Trend in Northwest North America During Recent Decades
journal, November 2019

  • Sun, Cheng; Kucharski, Fred; Li, Jianping
  • Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 22
  • DOI: 10.1029/2019jd031405