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Title: Relative contributions of mean-state shifts and ENSO-driven variability to precipitation changes in a warming climate

Abstract

The El Niño–Southern Oscillation (ENSO) is an important driver of regional hydroclimate variability through far-reaching teleconnections. This study uses simulations performed with coupled general circulation models (CGCMs) to investigate how regional precipitation in the twenty-first century may be affected by changes in both ENSO-driven precipitation variability and slowly evolving mean rainfall. First, a dominant, time-invariant pattern of canonical ENSO variability (cENSO) is identified in observed SST data. Next, the fidelity with which 33 state-of-the-art CGCMs represent the spatial structure and temporal variability of this pattern (as well as its associated precipitation responses) is evaluated in simulations of twentieth-century climate change. Possible changes in both the temporal variability of this pattern and its associated precipitation teleconnections are investigated in twenty-first-century climate projections. Models with better representation of the observed structure of the cENSO pattern produce winter rainfall teleconnection patterns that are in better accord with twentieth-century observations and more stationary during the twenty-first century. Finally, the model-predicted twenty-first-century rainfall response to cENSO is decomposed into the sum of three terms: 1) the twenty-first-century change in the mean state of precipitation, 2) the historical precipitation response to the cENSO pattern, and 3) a future enhancement in the rainfall response to cENSO, whichmore » amplifies rainfall extremes. Lastly, by examining the three terms jointly, this conceptual framework allows the identification of regions likely to experience future rainfall anomalies that are without precedent in the current climate.« less

Authors:
 [1];  [1];  [1];  [1];  [2];  [1];  [3]
  1. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
  2. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  3. Univ. of Colorado, Boulder, CO (United States)
Publication Date:
Research Org.:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1252621
Report Number(s):
LLNL-JRNL-663825
Journal ID: ISSN 0894-8755
Grant/Contract Number:  
AC52-07NA27344
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Climate
Additional Journal Information:
Journal Volume: 28; Journal Issue: 24; Journal ID: ISSN 0894-8755
Publisher:
American Meteorological Society
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; circulation/dynamics; ENSO; Atm/ocean structure/phenomena; precipitation; physical meteorology and climatology; climate change; regional effects; models and modeling; general circulation models; variability; climate variability

Citation Formats

Bonfils, Celine J. W., Santer, Benjamin D., Phillips, Thomas J., Marvel, Kate, Leung, L. Ruby, Doutriaux, Charles, and Capotondi, Antonietta. Relative contributions of mean-state shifts and ENSO-driven variability to precipitation changes in a warming climate. United States: N. p., 2015. Web. doi:10.1175/JCLI-D-15-0341.1.
Bonfils, Celine J. W., Santer, Benjamin D., Phillips, Thomas J., Marvel, Kate, Leung, L. Ruby, Doutriaux, Charles, & Capotondi, Antonietta. Relative contributions of mean-state shifts and ENSO-driven variability to precipitation changes in a warming climate. United States. https://doi.org/10.1175/JCLI-D-15-0341.1
Bonfils, Celine J. W., Santer, Benjamin D., Phillips, Thomas J., Marvel, Kate, Leung, L. Ruby, Doutriaux, Charles, and Capotondi, Antonietta. Fri . "Relative contributions of mean-state shifts and ENSO-driven variability to precipitation changes in a warming climate". United States. https://doi.org/10.1175/JCLI-D-15-0341.1. https://www.osti.gov/servlets/purl/1252621.
@article{osti_1252621,
title = {Relative contributions of mean-state shifts and ENSO-driven variability to precipitation changes in a warming climate},
author = {Bonfils, Celine J. W. and Santer, Benjamin D. and Phillips, Thomas J. and Marvel, Kate and Leung, L. Ruby and Doutriaux, Charles and Capotondi, Antonietta},
abstractNote = {The El Niño–Southern Oscillation (ENSO) is an important driver of regional hydroclimate variability through far-reaching teleconnections. This study uses simulations performed with coupled general circulation models (CGCMs) to investigate how regional precipitation in the twenty-first century may be affected by changes in both ENSO-driven precipitation variability and slowly evolving mean rainfall. First, a dominant, time-invariant pattern of canonical ENSO variability (cENSO) is identified in observed SST data. Next, the fidelity with which 33 state-of-the-art CGCMs represent the spatial structure and temporal variability of this pattern (as well as its associated precipitation responses) is evaluated in simulations of twentieth-century climate change. Possible changes in both the temporal variability of this pattern and its associated precipitation teleconnections are investigated in twenty-first-century climate projections. Models with better representation of the observed structure of the cENSO pattern produce winter rainfall teleconnection patterns that are in better accord with twentieth-century observations and more stationary during the twenty-first century. Finally, the model-predicted twenty-first-century rainfall response to cENSO is decomposed into the sum of three terms: 1) the twenty-first-century change in the mean state of precipitation, 2) the historical precipitation response to the cENSO pattern, and 3) a future enhancement in the rainfall response to cENSO, which amplifies rainfall extremes. Lastly, by examining the three terms jointly, this conceptual framework allows the identification of regions likely to experience future rainfall anomalies that are without precedent in the current climate.},
doi = {10.1175/JCLI-D-15-0341.1},
journal = {Journal of Climate},
number = 24,
volume = 28,
place = {United States},
year = {Fri Dec 18 00:00:00 EST 2015},
month = {Fri Dec 18 00:00:00 EST 2015}
}

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Works referenced in this record:

Constraints on future changes in climate and the hydrologic cycle
journal, September 2002


The eastward shift of the Walker Circulation in response to global warming and its relationship to ENSO variability
journal, March 2014


Investigating the possibility of a human component in various pacific decadal oscillation indices
journal, October 2010


Increasing frequency of extreme El Niño events due to greenhouse warming
journal, January 2014

  • Cai, Wenju; Borlace, Simon; Lengaigne, Matthieu
  • Nature Climate Change, Vol. 4, Issue 2
  • DOI: 10.1038/nclimate2100

Increased frequency of extreme La Niña events under greenhouse warming
journal, January 2015

  • Cai, Wenju; Wang, Guojian; Santoso, Agus
  • Nature Climate Change, Vol. 5, Issue 2
  • DOI: 10.1038/nclimate2492

Extreme La Niña events to increase
journal, January 2015


Relationship between Precipitation in the Great Plains of the United States and Global SSTs: Insights from the IPCC AR4 Models
journal, June 2010

  • Capotondi, Antonietta; Alexander, Michael A.
  • Journal of Climate, Vol. 23, Issue 11
  • DOI: 10.1175/2009JCLI3291.1

Understanding ENSO Diversity
journal, June 2015

  • Capotondi, Antonietta; Wittenberg, Andrew T.; Newman, Matthew
  • Bulletin of the American Meteorological Society, Vol. 96, Issue 6
  • DOI: 10.1175/BAMS-D-13-00117.1

Nonlinear precipitation response to El Niño and global warming in the Indo-Pacific
journal, August 2013

  • Chung, Christine T. Y.; Power, Scott B.; Arblaster, Julie M.
  • Climate Dynamics, Vol. 42, Issue 7-8
  • DOI: 10.1007/s00382-013-1892-8

Stationarity of the tropical pacific teleconnection to North America in CMIP5/PMIP3 model simulations
journal, September 2013

  • Coats, Sloan; Smerdon, Jason E.; Cook, Benjamin I.
  • Geophysical Research Letters, Vol. 40, Issue 18
  • DOI: 10.1002/grl.50938

El Niño–Induced Tropical Droughts in Climate Change Projections
journal, December 2009


The impact of global warming on the tropical Pacific Ocean and El Niño
journal, May 2010

  • Collins, Mat; An, Soon-Il; Cai, Wenju
  • Nature Geoscience, Vol. 3, Issue 6
  • DOI: 10.1038/ngeo868

Removing ENSO-Related Variations from the Climate Record
journal, April 2010

  • Compo, Gilbert P.; Sardeshmukh, Prashant D.
  • Journal of Climate, Vol. 23, Issue 8
  • DOI: 10.1175/2009JCLI2735.1

Characteristics and trends in various forms of the Palmer Drought Severity Index during 1900–2008
journal, January 2011


A Global Dataset of Palmer Drought Severity Index for 1870–2002: Relationship with Soil Moisture and Effects of Surface Warming
journal, December 2004

  • Dai, Aiguo; Trenberth, Kevin E.; Qian, Taotao
  • Journal of Hydrometeorology, Vol. 5, Issue 6
  • DOI: 10.1175/JHM-386.1

Robust Responses of the Hydrological Cycle to Global Warming
journal, November 2006

  • Held, Isaac M.; Soden, Brian J.
  • Journal of Climate, Vol. 19, Issue 21
  • DOI: 10.1175/JCLI3990.1

Patterns of the seasonal response of tropical rainfall to global warming
journal, April 2013

  • Huang, Ping; Xie, Shang-Ping; Hu, Kaiming
  • Nature Geoscience, Vol. 6, Issue 5
  • DOI: 10.1038/ngeo1792

ENSO Evolution and Teleconnections in IPCC’s Twentieth-Century Climate Simulations: Realistic Representation?
journal, September 2006

  • Joseph, Renu; Nigam, Sumant
  • Journal of Climate, Vol. 19, Issue 17
  • DOI: 10.1175/JCLI3846.1

Contrasting Eastern-Pacific and Central-Pacific Types of ENSO
journal, February 2009


Changes in El Niño and La Niña teleconnections over North Pacific–America in the global warming simulations
journal, August 2009

  • Kug, Jong-Seong; An, Soon-Il; Ham, Yoo-Geun
  • Theoretical and Applied Climatology, Vol. 100, Issue 3-4
  • DOI: 10.1007/s00704-009-0183-0

Recent multidecadal strengthening of the Walker circulation across the tropical Pacific
journal, March 2013

  • L’Heureux, Michelle L.; Lee, Sukyoung; Lyon, Bradfield
  • Nature Climate Change, Vol. 3, Issue 6
  • DOI: 10.1038/nclimate1840

Response of the Zonal Mean Atmospheric Circulation to El Niño versus Global Warming
journal, November 2008

  • Lu, Jian; Chen, Gang; Frierson, Dargan M. W.
  • Journal of Climate, Vol. 21, Issue 22
  • DOI: 10.1175/2008JCLI2200.1

Identifying external influences on global precipitation
journal, November 2013

  • Marvel, K.; Bonfils, C.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 48
  • DOI: 10.1073/pnas.1314382110

Relationship between temperature and precipitable water changes over tropical oceans
journal, January 2007

  • Mears, Carl A.; Santer, Benjamin D.; Wentz, Frank J.
  • Geophysical Research Letters, Vol. 34, Issue 24
  • DOI: 10.1029/2007GL031936

Multi-model changes in El Niño teleconnections over North America in a future warmer climate
journal, June 2007


The challenge to keep global warming below 2 °C
journal, December 2012

  • Peters, Glen P.; Andrew, Robbie M.; Boden, Tom
  • Nature Climate Change, Vol. 3, Issue 1
  • DOI: 10.1038/nclimate1783

Robust twenty-first-century projections of El Niño and related precipitation variability
journal, October 2013

  • Power, Scott; Delage, François; Chung, Christine
  • Nature, Vol. 502, Issue 7472
  • DOI: 10.1038/nature12580

Improved Analyses of Changes and Uncertainties in Sea Surface Temperature Measured In Situ since the Mid-Nineteenth Century: The HadSST2 Dataset
journal, February 2006

  • Rayner, N. A.; Brohan, P.; Parker, D. E.
  • Journal of Climate, Vol. 19, Issue 3
  • DOI: 10.1175/JCLI3637.1

Comparing Twentieth- and Twenty-First-Century Patterns of Interannual Precipitation Variability over the Western United States and Northern Mexico*
journal, February 2012

  • Ruff, Tyler W.; Kushnir, Yochanan; Seager, Richard
  • Journal of Hydrometeorology, Vol. 13, Issue 1
  • DOI: 10.1175/JHM-D-10-05003.1

Pacific Walker Circulation variability in coupled and uncoupled climate models
journal, April 2014


Incorporating model quality information in climate change detection and attribution studies
journal, August 2009

  • Santer, B. D.; Taylor, K. E.; Gleckler, P. J.
  • Proceedings of the National Academy of Sciences, Vol. 106, Issue 35
  • DOI: 10.1073/pnas.0901736106

A U.S. CLIVAR Project to Assess and Compare the Responses of Global Climate Models to Drought-Related SST Forcing Patterns: Overview and Results
journal, October 2009

  • Schubert, Siegfried; Gutzler, David; Wang, Hailan
  • Journal of Climate, Vol. 22, Issue 19
  • DOI: 10.1175/2009JCLI3060.1

Does Global Warming Cause Intensified Interannual Hydroclimate Variability?
journal, May 2012


Widening of the tropical belt in a changing climate
journal, December 2007

  • Seidel, Dian J.; Fu, Qiang; Randel, William J.
  • Nature Geoscience, Vol. 1, Issue 1
  • DOI: 10.1038/ngeo.2007.38

Improvements to NOAA’s Historical Merged Land–Ocean Surface Temperature Analysis (1880–2006)
journal, May 2008

  • Smith, Thomas M.; Reynolds, Richard W.; Peterson, Thomas C.
  • Journal of Climate, Vol. 21, Issue 10
  • DOI: 10.1175/2007JCLI2100.1

Reconciling disparate twentieth-century Indo-Pacific ocean temperature trends in the instrumental record
journal, July 2012


Simplified metrics for the identification of the Madden-Julian oscillation in models
journal, April 2012

  • Sperber, Kenneth R.; Kim, Daehyun
  • Atmospheric Science Letters, Vol. 13, Issue 3
  • DOI: 10.1002/asl.378

The Madden–Julian oscillation in ECHAM4 coupled and uncoupled general circulation models
journal, June 2005

  • Sperber, Kenneth R.; Gualdi, Silvio; Legutke, Stephanie
  • Climate Dynamics, Vol. 25, Issue 2-3
  • DOI: 10.1007/s00382-005-0026-3

Significant changes to ENSO strength and impacts in the twenty-first century: Results from CMIP5: CMIP5 ENSO CHANGES
journal, September 2012


Will There Be a Significant Change to El Niño in the Twenty-First Century?
journal, March 2012

  • Stevenson, Samantha; Fox-Kemper, Baylor; Jochum, Markus
  • Journal of Climate, Vol. 25, Issue 6
  • DOI: 10.1175/JCLI-D-11-00252.1

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

Slowdown of the Walker circulation driven by tropical Indo-Pacific warming
journal, November 2012

  • Tokinaga, Hiroki; Xie, Shang-Ping; Deser, Clara
  • Nature, Vol. 491, Issue 7424
  • DOI: 10.1038/nature11576

Trends and variability in column-integrated atmospheric water vapor
journal, March 2005


El Niño and our future climate: where do we stand?: El Niño and our future climate
journal, February 2010

  • Vecchi, Gabriel A.; Wittenberg, Andrew T.
  • Wiley Interdisciplinary Reviews: Climate Change, Vol. 1, Issue 2
  • DOI: 10.1002/wcc.33

Weakening of tropical Pacific atmospheric circulation due to anthropogenic forcing
journal, May 2006

  • Vecchi, Gabriel A.; Soden, Brian J.; Wittenberg, Andrew T.
  • Nature, Vol. 441, Issue 7089
  • DOI: 10.1038/nature04744

Robust increase of the equatorial Pacific rainfall and its variability in a warmed climate
journal, May 2014

  • Watanabe, Masahiro; Kamae, Youichi; Kimoto, Masahide
  • Geophysical Research Letters, Vol. 41, Issue 9
  • DOI: 10.1002/2014GL059692

Global Warming Pattern Formation: Sea Surface Temperature and Rainfall
journal, February 2010

  • Xie, Shang-Ping; Deser, Clara; Vecchi, Gabriel A.
  • Journal of Climate, Vol. 23, Issue 4
  • DOI: 10.1175/2009JCLI3329.1

El Niño in a changing climate
journal, September 2009

  • Yeh, Sang-Wook; Kug, Jong-Seong; Dewitte, Boris
  • Nature, Vol. 461, Issue 7263
  • DOI: 10.1038/nature08316

Global Warming–Induced Changes in El Niño Teleconnections over the North Pacific and North America
journal, December 2014


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journal, June 2018


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journal, July 2018


Quantifying the agreement between observed and simulated extratropical modes of interannual variability
journal, July 2018


Projected late 21st century changes to the regional impacts of the El Niño-Southern Oscillation
journal, October 2019


Indo-Pacific Climate Modes in Warming Climate: Consensus and Uncertainty Across Model Projections
journal, November 2019


Uncertainty Analysis of Simulations of the Turn‐of‐the‐Century Drought in the Western United States
journal, December 2018

  • Anderson, Gemma J.; Lucas, Donald D.; Bonfils, Céline
  • Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 23
  • DOI: 10.1029/2017jd027824

Precipitation variability increases in a warmer climate
journal, December 2017


Eastward shift and extension of ENSO-induced tropical precipitation anomalies under global warming
journal, January 2020


Synoptic and Climate Attributions of the December 2015 Extreme Flooding in Missouri, USA
journal, March 2018

  • Fosu, Boniface; Wang, Simon; Pegion, Kathleen
  • Water, Vol. 10, Issue 4
  • DOI: 10.3390/w10040350