Patterns of Precipitation Change and Climatological Uncertainty among CMIP5 Models, with a Focus on the Midlatitude Pacific Storm Track
Abstract
Projections of modeled precipitation (P) change in global warming scenarios demonstrate marked intermodel disagreement at regional scales. Empirical orthogonal functions (EOFs) and maximum covariance analysis (MCA) are used to diagnose spatial patterns of disagreement in the simulated climatology and end-of-century P changes in phase 5 of the Coupled Model Intercomparison Project (CMIP5) archive. The term principal uncertainty pattern (PUP) is used for any robust mode calculated when applying these techniques to a multimodel ensemble. For selected domains in the tropics, leading PUPs highlight features at the margins of convection zones and in the Pacific cold tongue. The midlatitude Pacific storm track is emphasized given its relevance to wintertime P projections over western North America. The first storm-track PUP identifies a sensitive region of disagreement in P increases over the eastern midlatitude Pacific where the storm track terminates, related to uncertainty in an eastward extension of the climatological jet. The second PUP portrays uncertainty in a zonally asymmetric meridional shift of storm-track P, related to uncertainty in the extent of a poleward jet shift in the western Pacific. Both of these modes appear to arise primarily from intermodel differences in the response to radiative forcing, distinct from sampling of internal variability.more »
- Authors:
-
- Univ. of California, Los Angeles, CA (United States). Dept. of Atmospheric and Oceanic Sciences
- Rutgers Univ., New Brunswick, NJ (United States). Dept. of Environmental Sciences
- Boston Univ., MA (United States). Dept. of Earth and Environment
- Publication Date:
- Research Org.:
- Univ. of California, Los Angeles, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC); National Science Foundation (NSF); National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States)
- Contributing Org.:
- World Climate Research Programme (WCRP)
- OSTI Identifier:
- 1470741
- Grant/Contract Number:
- SC0004975; AGS-1102838; AGS-1540518; AGS-1312865; NA11OAR4310099; NA14OAR4310274
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Climate
- Additional Journal Information:
- Journal Volume: 28; Journal Issue: 19; Journal ID: ISSN 0894-8755
- Publisher:
- American Meteorological Society
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; Circulation/ Dynamics; Atmospheric circulation; Mathematical and statistical techniques; Empirical orthogonal functions; Models and modeling; Climate models; Coupled models; Model errors; Model evaluation/performance
Citation Formats
Langenbrunner, Baird, Neelin, J. David, Lintner, Benjamin R., and Anderson, Bruce T. Patterns of Precipitation Change and Climatological Uncertainty among CMIP5 Models, with a Focus on the Midlatitude Pacific Storm Track. United States: N. p., 2015.
Web. doi:10.1175/JCLI-D-14-00800.1.
Langenbrunner, Baird, Neelin, J. David, Lintner, Benjamin R., & Anderson, Bruce T. Patterns of Precipitation Change and Climatological Uncertainty among CMIP5 Models, with a Focus on the Midlatitude Pacific Storm Track. United States. https://doi.org/10.1175/JCLI-D-14-00800.1
Langenbrunner, Baird, Neelin, J. David, Lintner, Benjamin R., and Anderson, Bruce T. Tue .
"Patterns of Precipitation Change and Climatological Uncertainty among CMIP5 Models, with a Focus on the Midlatitude Pacific Storm Track". United States. https://doi.org/10.1175/JCLI-D-14-00800.1. https://www.osti.gov/servlets/purl/1470741.
@article{osti_1470741,
title = {Patterns of Precipitation Change and Climatological Uncertainty among CMIP5 Models, with a Focus on the Midlatitude Pacific Storm Track},
author = {Langenbrunner, Baird and Neelin, J. David and Lintner, Benjamin R. and Anderson, Bruce T.},
abstractNote = {Projections of modeled precipitation (P) change in global warming scenarios demonstrate marked intermodel disagreement at regional scales. Empirical orthogonal functions (EOFs) and maximum covariance analysis (MCA) are used to diagnose spatial patterns of disagreement in the simulated climatology and end-of-century P changes in phase 5 of the Coupled Model Intercomparison Project (CMIP5) archive. The term principal uncertainty pattern (PUP) is used for any robust mode calculated when applying these techniques to a multimodel ensemble. For selected domains in the tropics, leading PUPs highlight features at the margins of convection zones and in the Pacific cold tongue. The midlatitude Pacific storm track is emphasized given its relevance to wintertime P projections over western North America. The first storm-track PUP identifies a sensitive region of disagreement in P increases over the eastern midlatitude Pacific where the storm track terminates, related to uncertainty in an eastward extension of the climatological jet. The second PUP portrays uncertainty in a zonally asymmetric meridional shift of storm-track P, related to uncertainty in the extent of a poleward jet shift in the western Pacific. Both of these modes appear to arise primarily from intermodel differences in the response to radiative forcing, distinct from sampling of internal variability. The leading storm-track PUPs for P and zonal wind change exhibit similarities to the leading uncertainty patterns for the historical climatology, indicating important and parallel sensitivities in the eastern Pacific storm-track terminus region. However, expansion coefficients for climatological uncertainties tend to be weakly correlated with those for end-of-century change.},
doi = {10.1175/JCLI-D-14-00800.1},
journal = {Journal of Climate},
number = 19,
volume = 28,
place = {United States},
year = {Tue Sep 29 00:00:00 EDT 2015},
month = {Tue Sep 29 00:00:00 EDT 2015}
}
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Works referenced in this record:
Constraints on future changes in climate and the hydrologic cycle
journal, September 2002
- Allen, Myles R.; Ingram, William J.
- Nature, Vol. 419, Issue 6903
Sensitivity of terrestrial precipitation trends to the structural evolution of sea surface temperatures: Terrestrial Precipitation Trends
journal, February 2015
- Anderson, Bruce T.; Lintner, Benjamin R.; Langenbrunner, Baird
- Geophysical Research Letters, Vol. 42, Issue 4
Patterns of Wintertime Jet Stream Variability and Their Relation to the Storm Tracks*
journal, May 2010
- Athanasiadis, Panos J.; Wallace, John M.; Wettstein, Justin J.
- Journal of the Atmospheric Sciences, Vol. 67, Issue 5
Storm Tracks and Climate Change
journal, August 2006
- Bengtsson, Lennart; Hodges, Kevin I.; Roeckner, Erich
- Journal of Climate, Vol. 19, Issue 15
Twenty-First-Century Precipitation Changes over the Los Angeles Region
journal, January 2015
- Berg, Neil; Hall, Alex; Sun, Fengpeng
- Journal of Climate, Vol. 28, Issue 2
Implications of CMIP3 model biases and uncertainties for climate projections in the western tropical Pacific
journal, November 2012
- Brown, Jaclyn N.; Sen Gupta, Alex; Brown, Josephine R.
- Climatic Change, Vol. 119, Issue 1
Changes in the South Pacific Convergence Zone in IPCC AR4 future climate projections
journal, September 2011
- Brown, Josephine R.; Moise, Aurel F.; Delage, Francois P.
- Climate Dynamics, Vol. 39, Issue 1-2
Impact of midlatitude stationary waves on regional Hadley cells and ENSO
journal, January 2009
- Caballero, Rodrigo; Anderson, Bruce T.
- Geophysical Research Letters, Vol. 36, Issue 17
Spatial Patterns of Precipitation Change in CMIP5: Why the Rich Do Not Get Richer in the Tropics
journal, June 2013
- Chadwick, Robin; Boutle, Ian; Martin, Gill
- Journal of Climate, Vol. 26, Issue 11
CMIP5 Projection of Significant Reduction in Extratropical Cyclone Activity over North America
journal, December 2013
- Chang, Edmund K. M.
- Journal of Climate, Vol. 26, Issue 24
Medium-Range Ensemble Sensitivity Analysis of Two Extreme Pacific Extratropical Cyclones
journal, January 2013
- Chang, Edmund K. M.; Zheng, Minghua; Raeder, Kevin
- Monthly Weather Review, Vol. 141, Issue 1
CMIP5 multimodel ensemble projection of storm track change under global warming: CMIP5 MODEL-PROJECTED STORM TRACK CHANGE
journal, December 2012
- Chang, Edmund K. M.; Guo, Yanjuan; Xia, Xiaoming
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D23
Analogous Pacific and Atlantic Meridional Modes of Tropical Atmosphere–Ocean Variability
journal, November 2004
- Chiang, John C. H.; Vimont, Daniel J.
- Journal of Climate, Vol. 17, Issue 21
Evaluating the “Rich-Get-Richer” Mechanism in Tropical Precipitation Change under Global Warming
journal, April 2009
- Chou, Chia; Neelin, J. David; Chen, Chao-An
- Journal of Climate, Vol. 22, Issue 8
Climate model errors, feedbacks and forcings: a comparison of perturbed physics and multi-model ensembles
journal, May 2010
- Collins, Matthew; Booth, Ben B. B.; Bhaskaran, B.
- Climate Dynamics, Vol. 36, Issue 9-10
Diagnosing Northern Hemisphere Jet Portrayal in 17 CMIP3 Global Climate Models: Twentieth-Century Intermodel Variability
journal, July 2013
- Delcambre, Sharon C.; Lorenz, David J.; Vimont, Daniel J.
- Journal of Climate, Vol. 26, Issue 14
Diagnosing Northern Hemisphere Jet Portrayal in 17 CMIP3 Global Climate Models: Twenty-First-Century Projections
journal, July 2013
- Delcambre, Sharon C.; Lorenz, David J.; Vimont, Daniel J.
- Journal of Climate, Vol. 26, Issue 14
Uncertainty in climate change projections: the role of internal variability
journal, December 2010
- Deser, Clara; Phillips, Adam; Bourdette, Vincent
- Climate Dynamics, Vol. 38, Issue 3-4
Ocean Salinities Reveal Strong Global Water Cycle Intensification During 1950 to 2000
journal, April 2012
- Durack, P. J.; Wijffels, S. E.; Matear, R. J.
- Science, Vol. 336, Issue 6080
Evaluating uncertainties in the prediction of regional climate change
journal, May 2000
- Giorgi, Filippo; Francisco, Raquel
- Geophysical Research Letters, Vol. 27, Issue 9
Global assessment of trends in wetting and drying over land
journal, September 2014
- Greve, Peter; Orlowsky, Boris; Mueller, Brigitte
- Nature Geoscience, Vol. 7, Issue 10
The response of midlatitude jets to increased CO 2 : Distinguishing the roles of sea surface temperature and direct radiative forcing : Response of jets to increased CO2
journal, October 2014
- Grise, Kevin M.; Polvani, Lorenzo M.
- Geophysical Research Letters, Vol. 41, Issue 19
Predictability Associated with the Downstream Impacts of the Extratropical Transition of Tropical Cyclones: Methodology and a Case Study of Typhoon Nabi (2005)
journal, September 2008
- Harr, Patrick A.; Anwender, Doris; Jones, Sarah C.
- Monthly Weather Review, Vol. 136, Issue 9
The potential to narrow uncertainty in projections of regional precipitation change
journal, April 2010
- Hawkins, Ed; Sutton, Rowan
- Climate Dynamics, Vol. 37, Issue 1-2
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
Reproducibility of precipitation distribution over the tropical oceans in CMIP5 multi-climate models compared to CMIP3
journal, June 2013
- Hirota, Nagio; Takayabu, Yukari N.
- Climate Dynamics, Vol. 41, Issue 11-12
Change of mean midlatitude westerlies in 21st century climate simulations
journal, January 2009
- Ihara, Chie; Kushnir, Yochanan
- Geophysical Research Letters, Vol. 36, Issue 13
Local eigenvalue analysis of CMIP3 climate model errors
journal, January 2008
- Jun, Mikyoung; Knutti, Reto; Nychka, Douglas W.
- Tellus A: Dynamic Meteorology and Oceanography, Vol. 60, Issue 5
Spatial Analysis to Quantify Numerical Model Bias and Dependence: How Many Climate Models Are There?
journal, September 2008
- Jun, Mikyoung; Knutti, Reto; Nychka, Douglas W.
- Journal of the American Statistical Association, Vol. 103, Issue 483
Characteristics of the TIGGE multimodel ensemble prediction system in representing forecast variability associated with extratropical transition: ET IN TIGGE
journal, June 2011
- Keller, J. H.; Jones, S. C.; Evans, J. L.
- Geophysical Research Letters, Vol. 38, Issue 12
Robustness and uncertainties in the new CMIP5 climate model projections
journal, October 2012
- Knutti, Reto; Sedláček, Jan
- Nature Climate Change, Vol. 3, Issue 4
Challenges in Combining Projections from Multiple Climate Models
journal, May 2010
- Knutti, Reto; Furrer, Reinhard; Tebaldi, Claudia
- Journal of Climate, Vol. 23, Issue 10
Climate model genealogy: Generation CMIP5 and how we got there: CLIMATE MODEL GENEALOGY
journal, March 2013
- Knutti, Reto; Masson, David; Gettelman, Andrew
- Geophysical Research Letters, Vol. 40, Issue 6
Evaluation of Temperature and Precipitation Trends and Long-Term Persistence in CMIP5 Twentieth-Century Climate Simulations
journal, June 2013
- Kumar, Sanjiv; Merwade, Venkatesh; Kinter, James L.
- Journal of Climate, Vol. 26, Issue 12
Origins of tropical-wide SST biases in CMIP multi-model ensembles: TROPICAL-WIDE SST BIASES IN MODELS
journal, November 2012
- Li, Gen; Xie, Shang-Ping
- Geophysical Research Letters, Vol. 39, Issue 22
Tropical Biases in CMIP5 Multimodel Ensemble: The Excessive Equatorial Pacific Cold Tongue and Double ITCZ Problems
journal, February 2014
- Li, Gen; Xie, Shang-Ping
- Journal of Climate, Vol. 27, Issue 4
The Double-ITCZ Problem in IPCC AR4 Coupled GCMs: Ocean–Atmosphere Feedback Analysis
journal, September 2007
- Lin, Jia-Lin
- Journal of Climate, Vol. 20, Issue 18
The North Pacific Oscillation–West Pacific Teleconnection Pattern: Mature-Phase Structure and Winter Impacts
journal, May 2008
- Linkin, Megan E.; Nigam, Sumant
- Journal of Climate, Vol. 21, Issue 9
Amplification of wet and dry month occurrence over tropical land regions in response to global warming: GLOBAL WARMING IMPACTS ON PRECIPITATION
journal, June 2012
- Lintner, Benjamin R.; Biasutti, Michela; Diffenbaugh, Noah S.
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D11
Expansion of the Hadley cell under global warming
journal, January 2007
- Lu, Jian; Vecchi, Gabriel A.; Reichler, Thomas
- Geophysical Research Letters, Vol. 34, Issue 6
Perceptible changes in regional precipitation in a future climate: CHANGES IN REGIONAL PRECIPITATION
journal, March 2012
- Mahlstein, Irina; Portmann, Robert W.; Daniel, John S.
- Geophysical Research Letters, Vol. 39, Issue 5
North American Climate in CMIP5 Experiments: Part III: Assessment of Twenty-First-Century Projections
journal, March 2014
- Maloney, Eric D.; Camargo, Suzana J.; Chang, Edmund
- Journal of Climate, Vol. 27, Issue 6
THE WCRP CMIP3 Multimodel Dataset: A New Era in Climate Change Research
journal, September 2007
- Meehl, Gerald A.; Covey, Curt; Delworth, Thomas
- Bulletin of the American Meteorological Society, Vol. 88, Issue 9
Evaluation of CMIP5 continental precipitation simulations relative to satellite-based gauge-adjusted observations: CMIP5 SIMULATIONS AGAINST SATELLITE DATA
journal, February 2014
- Mehran, A.; AghaKouchak, A.; Phillips, T. J.
- Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 4
Tropical drought regions in global warming and El Niño teleconnections: TROPICAL DROUGHT IN GLOBAL WARMING AND ENSO
journal, December 2003
- Neelin, J. D.; Chou, C.; Su, H.
- Geophysical Research Letters, Vol. 30, Issue 24
Tropical drying trends in global warming models and observations
journal, April 2006
- Neelin, J. D.; Munnich, M.; Su, H.
- Proceedings of the National Academy of Sciences, Vol. 103, Issue 16
California Winter Precipitation Change under Global Warming in the Coupled Model Intercomparison Project Phase 5 Ensemble
journal, September 2013
- Neelin, J. David; Langenbrunner, Baird; Meyerson, Joyce E.
- Journal of Climate, Vol. 26, Issue 17
Southward displacement of the upper atmosphere zonal jet in the eastern north Pacific due to global warming: North Pacific Jet due to Global Warming
journal, November 2014
- Park, Jae-Heung; An, Soon-Il
- Geophysical Research Letters, Vol. 41, Issue 22
A general framework for understanding the response of the water cycle to global warming over land and ocean
journal, January 2014
- Roderick, M. L.; Sun, F.; Lim, W. H.
- Hydrology and Earth System Sciences, Vol. 18, Issue 5
Robust future precipitation declines in CMIP5 largely reflect the poleward expansion of model subtropical dry zones: POLEWARD EXPANSION OF CMIP5 DRY ZONES
journal, September 2012
- Scheff, Jack; Frierson, Dargan M. W.
- Geophysical Research Letters, Vol. 39, Issue 18
Twenty-First-Century Multimodel Subtropical Precipitation Declines Are Mostly Midlatitude Shifts
journal, June 2012
- Scheff, Jack; Frierson, Dargan
- Journal of Climate, Vol. 25, Issue 12
Greenhouse warming and the 21st century hydroclimate of southwestern North America
journal, December 2010
- Seager, R.; Vecchi, G. A.
- Proceedings of the National Academy of Sciences, Vol. 107, Issue 50
North American Climate in CMIP5 Experiments. Part I: Evaluation of Historical Simulations of Continental and Regional Climatology
journal, December 2013
- Sheffield, Justin; Barrett, Andrew P.; Colle, Brian
- Journal of Climate, Vol. 26, Issue 23
Atmospheric circulation as a source of uncertainty in climate change projections
journal, September 2014
- Shepherd, Theodore G.
- Nature Geoscience, Vol. 7, Issue 10
A Diagnosis of the Seasonally and Longitudinally Varying Midlatitude Circulation Response to Global Warming*
journal, July 2014
- Simpson, Isla R.; Shaw, Tiffany A.; Seager, Richard
- Journal of the Atmospheric Sciences, Vol. 71, Issue 7
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
The use of the multi-model ensemble in probabilistic climate projections
journal, June 2007
- Tebaldi, Claudia; Knutti, Reto
- Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 365, Issue 1857
Mapping model agreement on future climate projections: MAPPING MODEL AGREEMENT
journal, December 2011
- Tebaldi, Claudia; Arblaster, Julie M.; Knutti, Reto
- Geophysical Research Letters, Vol. 38, Issue 23
Changes in precipitation with climate change
journal, March 2011
- Trenberth, Ke
- Climate Research, Vol. 47, Issue 1
Changing Northern Hemisphere Storm Tracks in an Ensemble of IPCC Climate Change Simulations
journal, April 2008
- Ulbrich, U.; Pinto, J. G.; Kupfer, H.
- Journal of Climate, Vol. 21, Issue 8
Observed Patterns of Month-to-Month Storm-Track Variability and Their Relationship to the Background Flow*
journal, May 2010
- Wettstein, Justin J.; Wallace, John M.
- Journal of the Atmospheric Sciences, Vol. 67, Issue 5
A consistent poleward shift of the storm tracks in simulations of 21st century climate: POLEWARD SHIFT OF THE STORM TRACKS
journal, September 2005
- Yin, Jeffrey H.
- Geophysical Research Letters, Vol. 32, Issue 18
How well can CMIP5 simulate precipitation and its controlling processes over tropical South America?
journal, November 2012
- Yin, Lei; Fu, Rong; Shevliakova, Elena
- Climate Dynamics, Vol. 41, Issue 11-12
Double ITCZs
journal, June 2001
- Zhang, Chidong
- Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D11
Ensemble Sensitivity Tools for Assessing Extratropical Cyclone Intensity and Track Predictability
journal, October 2013
- Zheng, Minghua; Chang, Edmund K. M.; Colle, Brian A.
- Weather and Forecasting, Vol. 28, Issue 5
Works referencing / citing this record:
Regional Climate Impacts of Future Changes in the Mid–Latitude Atmospheric Circulation: a Storyline View
journal, November 2019
- Zappa, Giuseppe
- Current Climate Change Reports, Vol. 5, Issue 4
Trends in atmospheric patterns conducive to seasonal precipitation and temperature extremes in California
journal, April 2016
- Swain, Daniel L.; Horton, Daniel E.; Singh, Deepti
- Science Advances, Vol. 2, Issue 4
Reducing climate model biases by exploring parameter space with large ensembles of climate model simulations and statistical emulation
journal, January 2019
- Li, Sihan; Rupp, David E.; Hawkins, Linnia
- Geoscientific Model Development, Vol. 12, Issue 7
Ocean warming pattern effects on future changes in East Asian atmospheric rivers
journal, May 2019
- Kamae, Youichi; Mei, Wei; Xie, Shang-Ping
- Environmental Research Letters, Vol. 14, Issue 5
Increasing precipitation volatility in twenty-first-century California
journal, April 2018
- Swain, Daniel L.; Langenbrunner, Baird; Neelin, J. David
- Nature Climate Change, Vol. 8, Issue 5
Precipitation regime change in Western North America: The role of Atmospheric Rivers
journal, July 2019
- Gershunov, Alexander; Shulgina, Tamara; Clemesha, Rachel E. S.
- Scientific Reports, Vol. 9, Issue 1