The Pacific Decadal Oscillation, Revisited

AbstractThe Pacific decadal oscillation (PDO), the dominant year-round pattern of monthly North Pacific sea surface temperature (SST) variability, is an important target of ongoing research within the meteorological and climate dynamics communities and is central to the work of many geologists, ecologists, natural resource managers, and social scientists. Research over the last 15 years has led to an emerging consensus: the PDO is not a single phenomenon, but is instead the result of a combination of different physical processes, including both remote tropical forcing and local North Pacific atmosphere–ocean interactions, which operate on different time scales to drive similar PDO-like SST anomaly patterns. How these processes combine to generate the observed PDO evolution, including apparent regime shifts, is shown using simple autoregressive models of increasing spatial complexity. Simulations of recent climate in coupled GCMs are able to capture many aspects of the PDO, but do so based on a balance of ...

[1]  D. E. Harrison,et al.  On the definition of El Niño and associated seasonal average U.S. weather anomalies , 2005 .

[2]  C. Deser,et al.  Why Are There Rossby Wave Maxima in the Pacific at 10°S and 13°N? , 2003 .

[3]  D. Vimont The Contribution of the Interannual ENSO Cycle to the Spatial Pattern of Decadal ENSO-Like Variability* , 2005 .

[4]  C. Deser,et al.  Tree‐ring reconstructed temperature index for coastal northern Japan: implications for western North Pacific variability , 2015 .

[5]  James C. McWilliams,et al.  North Pacific Gyre Oscillation links ocean climate and ecosystem change , 2008 .

[6]  A. J. Clarke,et al.  On ENSO Coastal Currents and Sea Levels , 1994 .

[7]  John R. Lanzante,et al.  The Atmospheric Bridge: The Influence of ENSO Teleconnections on Air-Sea Interaction over the Global Oceans , 2002 .

[8]  M. Alexander,et al.  Investigating the Role of Ocean-Atmosphere Coupling in the North Pacific Ocean , 2014 .

[9]  C. Granger Long memory relationships and the aggregation of dynamic models , 1980 .

[10]  B. Taguchi,et al.  A Coupled Decadal Prediction of the Dynamic State of the Kuroshio Extension System , 2014 .

[11]  M. Balmaseda,et al.  Evaluation of the ECMWF ocean reanalysis system ORAS4 , 2013 .

[12]  C. Deser,et al.  Atmosphere-Ocean Interaction on Weekly Timescales in the North Atlantic and Pacific. , 1997 .

[13]  Arun Kumar,et al.  Seasonality of the Pacific Decadal Oscillation , 2012 .

[14]  Ken Takahashi,et al.  ENSO regimes: Reinterpreting the canonical and Modoki El Niño , 2011 .

[15]  K. Hasselmann Stochastic climate models Part I. Theory , 1976 .

[16]  Arun Kumar,et al.  On the potential of extratropical SST anomalies for improving climate predictions , 2015, Climate Dynamics.

[17]  N. Graham Decadal-scale climate variability in the tropical and North Pacific during the 1970s and 1980s: observations and model results , 1994 .

[18]  C. Deser,et al.  A Mechanism for the Recurrence of Wintertime Midlatitude SST Anomalies , 1995 .

[19]  Kristopher,et al.  North American Climate in CMIP5 Experiments. Part II: Evaluation of Historical Simulations of Intraseasonal to Decadal Variability , 2013 .

[20]  G. Compo,et al.  Removing ENSO-Related Variations from the Climate Record , 2010 .

[21]  Mojib Latif,et al.  Decadal climate variability over the North Pacific and North America: Dynamics and predictability , 1996 .

[22]  Deirdre M. Kann,et al.  Modulation of ENSO-Based Long-Lead Outlooks of Southwestern U.S. Winter Precipitation by the Pacific Decadal Oscillation , 2002 .

[23]  W. White,et al.  A westward-intensified decadal change in the North Pacific thermocline and gyre-scale circulation , 1998 .

[24]  M. Roth A quantitative assessment , 1987 .

[25]  K. Oshima,et al.  An evaluation of reproducibility of the Pacific Decadal Oscillation in the CMIP3 simulations. , 2009 .

[26]  Jeff Knight,et al.  Decadal to multidecadal variability and the climate change background , 2007 .

[27]  K. Hanawa,et al.  Roles of SST Anomalies on the Wintertime Turbulent Heat Fluxes in the Kuroshio–Oyashio Confluence Region: Influences of Warm Eddies Detached from the Kuroshio Extension , 2011 .

[28]  Glen M. MacDonald,et al.  Variations in the Pacific Decadal Oscillation over the past millennium , 2005 .

[29]  C. Frankignoul A Cautionary Note on the Use of Statistical Atmospheric Models in the Middle Latitudes: Comments on “Decadal Variability in the North Pacific as Simulated by a Hybrid Coupled Model” , 1999 .

[30]  Shoshiro Minobe,et al.  Resonance in bidecadal and pentadecadal climate oscillations over the North Pacific: Role in climatic regime shifts , 1999 .

[31]  Kevin E. Trenberth,et al.  Indices of El Niño Evolution , 2001 .

[32]  H. Sasaki,et al.  Decadal variability of the Kuroshio Extension: mesoscale eddies and recirculations , 2010 .

[33]  M. Alexander,et al.  Midlatitude Excitation of Tropical Variability in the Pacific: The Role of Thermodynamic Coupling and Seasonality* , 2009 .

[34]  John F. Piatt,et al.  Community reorganization in the Gulf of Alaska following ocean climate regime shift , 1999 .

[35]  P. Imkeller,et al.  Stochastic climate models , 2001 .

[36]  E. Bedel Relationship between , 2009 .

[37]  Bunmei Taguchi,et al.  Decadal Variability of the Kuroshio Extension: Observations and an Eddy-Resolving Model Hindcast* , 2006 .

[38]  Matthew Newman,et al.  ENSO-Forced Variability of the Pacific Decadal Oscillation , 2003 .

[39]  Russ E. Davis,et al.  Predictability of Sea Surface Temperature and Sea Level Pressure Anomalies over the North Pacific Ocean , 1976 .

[40]  B. Taguchi,et al.  Seasonal evolutions of atmospheric response to decadal SST anomalies in the North Pacific subarctic frontal zone: Observations and a coupled model simulation , 2012 .

[41]  B. Taguchi,et al.  Multidecadal modulations of the low‐frequency climate variability in the wintertime North Pacific since 1950 , 2014 .

[42]  N. Bond,et al.  North Pacific Decadal Variability and Climate Change in the IPCC AR4 Models , 2011 .

[43]  Murali Haran,et al.  Piecing together the past: statistical insights into paleoclimatic reconstructions , 2010 .

[44]  C. Deser,et al.  Upper-Ocean Thermal Variations in the North Pacific during 1970–1991 , 1996 .

[45]  Daniel R. Cayan,et al.  Latent and Sensible Heat Flux Anomalies over the Northern Oceans: The Connection to Monthly Atmospheric Circulation , 1992 .

[46]  F. Schwing,et al.  A new climate regime in northeast pacific ecosystems , 2003 .

[47]  Chunzai Wang,et al.  On the Relationship between the North Pacific Climate Variability and the Central Pacific El Niño , 2015 .

[48]  E. Guilyardi,et al.  Understanding ENSO Diversity , 2015 .

[49]  C. Deser,et al.  On the Relationship between Tropical and North Pacific Sea Surface Temperature Variations , 1995 .

[50]  J. Namias,et al.  Further studies of temporal coherence in North Pacific Sea surface temperatures , 1974 .

[51]  Russ E. Davis,et al.  Red noise and regime shifts , 2003 .

[52]  J. Wallace,et al.  ENSO-like Interdecadal Variability: 1900–93 , 1997 .

[53]  Dongxiao Zhang,et al.  Slowdown of the meridional overturning circulation in the upper Pacific Ocean , 2002, Nature.

[54]  Thomas M. Smith,et al.  Improvements to NOAA’s Historical Merged Land–Ocean Surface Temperature Analysis (1880–2006) , 2008 .

[55]  M. Newman,et al.  How Important Is Air–Sea Coupling in ENSO and MJO Evolution? , 2009 .

[56]  Michael A. Palecki,et al.  Pacific and Atlantic Ocean influences on multidecadal drought frequency in the United States , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[57]  M. Alexander Midlatitude Atmosphere–Ocean Interaction during El Niño. Part II: The Northern Hemisphere Atmosphere , 1992 .

[58]  Z. Liu,et al.  Origin of Pacific Multidecadal Variability in Community Climate System Model Version 3 (CCSM3) , 2006 .

[59]  T. P. Barnett,et al.  Causes of Decadal Climate Variability over the North Pacific and North America , 1994, Science.

[60]  H. Nakamura,et al.  Assessing the Importance of Prominent Warm SST Anomalies over the Midlatitude North Pacific in Forcing Large-Scale Atmospheric Anomalies during 2011 Summer and Autumn , 2014 .

[61]  M. L’Heureux,et al.  ENSO prediction one year in advance using western North Pacific sea surface temperatures , 2012 .

[62]  D. Enfield,et al.  On the Structure and Dynamics of Monthly Mean Sea Level Anomalies along the Pacific Coast of North and South America , 1980 .

[63]  B. Qiu,et al.  Interannual Variability of the Kuroshio Extension System and Its Impact on the Wintertime SST Field , 2022 .

[64]  M. Hoerling,et al.  Robustness of the Nonlinear Climate Response to ENSO’s Extreme Phases , 2001 .

[65]  G. Meehl,et al.  CMIP5 multi‐model hindcasts for the mid‐1970s shift and early 2000s hiatus and predictions for 2016–2035 , 2014 .

[66]  T. Yamagata,et al.  Decadal Climate Variability in the North Pacific during the Recent Decades , 1997 .

[67]  T. Yamagata,et al.  Recent Decadal SST Variability in the Northwestern Pacific and Associated Atmospheric Anomalies , 1999 .

[68]  Hisashi Nakamura,et al.  Decadal Variability in the Kuroshio–Oyashio Extension Simulated in an Eddy-Resolving OGCM , 2006 .

[69]  S. Philander,et al.  Interdecadal Climate Fluctuations That Depend on Exchanges Between the Tropics and Extratropics , 1997, Science.

[70]  Satoshi Sugimoto,et al.  Objective analyses of sea‐surface temperature and marine meteorological variables for the 20th century using ICOADS and the Kobe Collection , 2005 .

[71]  Claude N. Williams,et al.  Improved Historical Temperature and Precipitation Time Series for U.S. Climate Divisions , 2014 .

[72]  Z. Gedalof,et al.  Interdecadal climate variability and regime‐scale shifts in Pacific North America , 2001 .

[73]  Steven R. Hare,et al.  Inverse Production Regimes: Alaska and West Coast Pacific Salmon , 1999 .

[74]  Hisashi Nakamura,et al.  Role of the Gulf Stream and Kuroshio–Oyashio Systems in Large-Scale Atmosphere–Ocean Interaction: A Review , 2010 .

[75]  C. Deser,et al.  Subduction of Decadal North Pacific Temperature Anomalies: Observations and Dynamics , 1999 .

[76]  J. Fyfe,et al.  Do Climate Models Capture the Tropical Influences on North Pacific Sea Surface Temperature Variability , 2011 .

[77]  Arun Kumar,et al.  Seasonal Prediction of North Pacific SSTs and PDO in the NCEP CFS Hindcasts , 2012 .

[78]  Elizabeth C. Kent,et al.  Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century , 2003 .

[79]  B. Anderson,et al.  ENSO and meridional modes: A null hypothesis for Pacific climate variability , 2015 .

[80]  B. Scanlon,et al.  El Niño–Southern Oscillation and Pacific Decadal Oscillation impacts on precipitation in the southern and central United States: Evaluation of spatial distribution and predictions , 2007 .

[81]  A. E. Gill Atmosphere-Ocean Dynamics , 1982 .

[82]  T. Ault,et al.  Climatic Controls on the Snowmelt Hydrology of the Northern Rocky Mountains , 2011 .

[83]  M. Alexander Simulation of the response of the North Pacific Ocean to the anomalous atmospheric circulation associated with El Niño , 1990 .

[84]  P. Webster,et al.  Evaluation of short‐term climate change prediction in multi‐model CMIP5 decadal hindcasts , 2012 .

[85]  B. Qiu The Kuroshio Extension System : Its Large-Scale Variability and Role in the Midlatitude Ocean-Atmosphere Interaction , 2002 .

[86]  C. Deser,et al.  Coupled atmosphere–mixed layer ocean response to ocean heat flux convergence along the Kuroshio Current Extension , 2011 .

[87]  Donald B. Percival,et al.  Interpretation of North Pacific Variability as a Short- and Long-Memory Process* , 2001 .

[88]  Francis W. Zwiers,et al.  The Influence of Large-Scale Climate Variability on Winter Maximum Daily Precipitation over North America , 2010 .

[89]  Edward R. Cook,et al.  The 'segment length curse' in long tree-ring chronology development for palaeoclimatic studies , 1995 .

[90]  H. Nakamura,et al.  Observed Associations Among Storm Tracks, Jet Streams and Midlatitude Oceanic Fronts , 2013 .

[91]  K. Mo Interdecadal Modulation of the Impact of ENSO on Precipitation and Temperature over the United States , 2010 .

[92]  Thomas M. Smith,et al.  Daily High-Resolution-Blended Analyses for Sea Surface Temperature , 2007 .

[93]  T. Laepple,et al.  Global and regional variability in marine surface temperatures , 2014 .

[94]  K. Redmond,et al.  A Climatology of 500-hPa Closed Lows in the Northeastern Pacific Ocean, 1948-2011 , 2014 .

[95]  P. Sardeshmukh,et al.  Alternative interpretations of power-law distributions found in nature. , 2012, Chaos.

[96]  Potential Predictability of Interannual Variability in the Kuroshio Extension Jet Speed in an Eddy-Resolving OGCM , 2012 .

[97]  J. Wallace,et al.  The Seasonal Footprinting Mechanism in the Pacific: Implications for ENSO(. , 2003 .

[98]  J. Kug,et al.  Pacific Decadal Oscillation and its relation to the extratropical atmospheric variation in CMIP5 , 2015, Climate Dynamics.

[99]  Francisco J. Doblas-Reyes,et al.  Decadal prediction skill in a multi-model ensemble , 2012, Climate Dynamics.

[100]  C. Deser,et al.  On the Reemergence of North Atlantic SST Anomalies , 2002 .

[101]  Bo Qiu,et al.  Coupled Decadal Variability in the North Pacific: An Observationally Constrained Idealized Model* , 2006 .

[102]  James C. McWilliams,et al.  Advective Ocean–Atmosphere Interaction: An Analytical Stochastic Model with Implications for Decadal Variability , 1998 .

[103]  B. Qiu Kuroshio Extension variability and forcing of the Pacific Decadal Oscillations , 2003 .

[104]  James D. Scott,et al.  The Impact of Extratropical Atmospheric Variability on ENSO: Testing the Seasonal Footprinting Mechanism Using Coupled Model Experiments , 2010 .

[105]  C. Deser,et al.  Understanding the persistence of sea surface temperature anomalies in midlatitudes , 2003 .

[106]  K. Kipfmueller,et al.  Does proxy uncertainty affect the relations inferred between the Pacific Decadal Oscillation and wildfire activity in the western United States? , 2012 .

[107]  Eduardo Zorita,et al.  A Simple Model of the Decadal Response of the Ocean to Stochastic Wind Forcing , 1997 .

[108]  Nils Wedi,et al.  High-Resolution Global Climate Simulations with the ECMWF Model in Project Athena: Experimental Design, Model Climate, and Seasonal Forecast Skill , 2012 .

[109]  N. Lau Interactions between global SST anomalies and the midlatitude atmospheric circulation , 1997 .

[110]  James W. Hurrell,et al.  Decadal atmosphere-ocean variations in the Pacific , 1994 .

[111]  J. Wallace,et al.  Role of Low Clouds in Summertime Atmosphere–Ocean Interactions over the North Pacific , 1998 .

[112]  B. Santer,et al.  The mid-1970s climate shift in the Pacific and the relative roles of forced versus inherent decadal variability. , 2009 .

[113]  J. Wallace,et al.  Large Scale Air Sea Interaction in the Northern Hemisphere from a View Point of Variations of Surfac , 1995 .

[114]  H. Kawahata,et al.  Pacific Decadal Oscillation documented in a coral record of North Pacific winter temperature since 1873 , 2010 .

[115]  Young-Oh Kwon,et al.  Influence of the meridional shifts of the Kuroshio and the Oyashio Extensions on the atmospheric circulation , 2011 .

[116]  J. Kennedy,et al.  A Tripole Index for the Interdecadal Pacific Oscillation , 2015, Climate Dynamics.

[117]  Weather Roulette,et al.  Climate , 1858, The Sanitary Review and Journal of Public Health.

[118]  A. Miller,et al.  Predicting Western North Pacific Ocean Climate , 2001 .

[119]  C. Deser,et al.  Pacific Interdecadal Climate Variability: Linkages between the Tropics and the North Pacific during Boreal Winter since 1900 , 2004 .

[120]  David L. T. Anderson,et al.  Decadal Climate Variability , 1996 .

[121]  J. Wallace,et al.  A Pacific Interdecadal Climate Oscillation with Impacts on Salmon Production , 1997 .

[122]  M. Alexander,et al.  Atmospheric bridge, oceanic tunnel, and global climatic teleconnections , 2007 .

[123]  M. D. Moore,et al.  Evaluating climate indices and their geochemical proxies measured in corals , 1997, Coral Reefs.

[124]  M. Alexander Extratropical Air‐Sea Interaction, Sea Surface Temperature Variability, and the Pacific Decadal Oscillation , 2013 .

[125]  B. Anderson,et al.  Central Pacific El Niño and decadal climate change in the North Pacific Ocean , 2010 .

[126]  M. Alexander,et al.  Atmosphere–Ocean Interaction in the North Atlantic: Near-Surface Climate Variability , 1998 .

[127]  Nicholas E. Graham,et al.  The 1976-77 Climate Shift of the Pacific Ocean , 1994 .

[128]  A. Miller,et al.  Interdecadal climate regime dynamics in the North Pacific Ocean: theories, observations and ecosystem impacts , 2000 .

[129]  W. Hazeleger,et al.  Skill in the trend and internal variability in a multi-model decadal prediction ensemble , 2010 .

[130]  B. Qiu,et al.  Kuroshio Extension Variability and Forcing of the Pacific Decadal Oscillations : Responses and Potential Feedback , 2022 .

[131]  G. Vecchi,et al.  ENSO Modulation: Is It Decadally Predictable? , 2014 .

[132]  N. Lau,et al.  The Role of the “Atmospheric Bridge” in Linking Tropical Pacific ENSO Events to Extratropical SST Anomalies , 1996 .

[133]  S. Fleming A non-uniqueness problem in the identification of power-law spectral scaling for hydroclimatic time series , 2014 .

[134]  T. Delworth,et al.  Analysis of the Characteristics and Mechanisms of the Pacific Decadal Oscillation in a Suite of Coupled Models from the Geophysical Fluid Dynamics Laboratory , 2015 .

[135]  B. Cook,et al.  Influences of the El Niño Southern Oscillation and the Pacific Decadal Oscillation on the timing of the North American spring , 2012 .

[136]  Tong Lee,et al.  The changing impact of El Niño on US winter temperatures , 2012 .

[137]  James D. Scott,et al.  Broadening the Atmospheric Bridge Paradigm: ENSO Teleconnections to the Tropical West Pacific‐Indian Oceans Over the Seasonal Cycle and to the North Pacific in Summer , 2013 .

[138]  Low‐frequency spiciness variations in the tropical Pacific Ocean observed during 2003–2012 , 2012 .

[139]  C. Strong,et al.  The Role of Tropospheric Rossby Wave Breaking in the Pacific Decadal Oscillation , 2008 .

[140]  Donald B. Percival,et al.  Regime shifts and red noise in the North Pacific , 2006 .

[141]  R. Kleeman,et al.  A mechanism for generating ENSO decadal variability , 1999 .

[142]  F. Doblas-Reyes,et al.  Identifying the causes of the poor decadal climate prediction skill over the North Pacific , 2012 .

[143]  G. McCabe,et al.  DECADAL VARIATIONS IN THE STRENGTH OF ENSO TELECONNECTIONS WITH PRECIPITATION IN THE WESTERN UNITED STATES , 1999 .

[144]  Hisashi Nakamura,et al.  An active role of extratropical sea surface temperature anomalies in determining anomalous turbulent heat flux , 2003 .

[145]  Jan Beran,et al.  Statistics for long-memory processes , 1994 .

[146]  Arun Kumar,et al.  Factors contributing to uncertainty in Pacific Decadal Oscillation index , 2014 .

[147]  K. Hasselmann,et al.  Stochastic climate models , Part I 1 Application to sea-surface temperature anomalies and thermocline variability , 2010 .

[148]  Bruce D. Cornuelle,et al.  The Forcing of the Pacific Decadal Oscillation , 2005 .

[149]  E. Mosley‐Thompson,et al.  High-resolution palaeoclimatology of the last millennium: a review of current status and future prospects , 2009 .

[150]  S. Power,et al.  Inter-decadal modulation of the impact of ENSO on Australia , 1999 .

[151]  Dong Eun Lee,et al.  Pacific Decadal Variability: The Tropical Pacific Mode and the North Pacific Mode* , 2003 .

[152]  N. Rosenberg,et al.  Simulated impacts of three decadal climate variability phenomena on dryland corn and wheat yields in the Missouri River Basin , 2012 .

[153]  F. Zwiers,et al.  The impact of combined ENSO and PDO on the PNA climate: a 1,000-year climate modeling study , 2007 .

[154]  J. Norris Low Cloud Type over the Ocean from Surface Observations. Part II: Geographical and Seasonal Variations , 1998 .

[155]  B. Kirtman,et al.  The Low-Frequency Relationship of the Tropical–North Pacific Sea Surface Temperature Teleconnections , 2006 .

[156]  Natural climate variability and teleconnections to precipitation over the Pacific-North American region in CMIP3 and CMIP5 models , 2013 .

[157]  Dennis P. Lettenmaier,et al.  Columbia River Streamflow Forecasting Based on ENSO and PDO Climate Signals , 1999 .

[158]  D. Cayan,et al.  North American west coast summer low cloudiness: Broadscale variability associated with sea surface temperature , 2014 .

[159]  The Role of Sea Surface Temperatures in Interactions between ENSO and the North Pacific Oscillation. , 2002 .

[160]  Mathew Barlow,et al.  ENSO, Pacific Decadal Variability, and U.S. Summertime Precipitation, Drought, and Stream Flow , 2001 .

[161]  T. Barnett,et al.  Interdecadal modulation of ENSO teleconnections , 1998 .

[162]  S. Fleming Exploring the nature of Pacific climate variability using a ``toy'' nonlinear stochastic model , 2009 .

[163]  Kevin E. Trenberth,et al.  Progress during TOGA in understanding and modeling global teleconnections associated with tropical sea surface temperatures , 1998 .

[164]  C. Deser,et al.  North Pacific decadal variability in the Community Climate System Model version 2 , 2007 .

[165]  R. Samelson,et al.  Western Boundary Currents and Frontal Air–Sea Interaction: Gulf Stream and Kuroshio Extension , 2010 .

[166]  Observational evidence for propagation of decadal spiciness anomalies in the North Pacific , 2010 .

[167]  I. Bladé The Influence of Midlatitude Ocean–Atmosphere Coupling on the Low-Frequency Variability of a GCM. Part I: No Tropical SST Forcing* , 1997 .

[168]  Dongxiao Zhang,et al.  Decadal variability of the shallow Pacific meridional overturning circulation: Relation to tropical sea surface temperatures in observations and climate change models , 2006 .

[169]  M. S. Keshner 1/f noise , 1982, Proceedings of the IEEE.

[170]  K.,et al.  The Community Earth System Model (CESM) large ensemble project: a community resource for studying climate change in the presence of internal climate variability , 2015 .

[171]  Michael D. Dettinger,et al.  Primary Modes and Predictability of Year-to-Year Snowpack Variations in the Western United States from Teleconnections with Pacific Ocean Climate , 2002 .

[172]  R. Blender,et al.  1/f model for long-time memory of the ocean surface temperature. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[173]  M. Latif,et al.  Tropical Pacific Decadal Variability and Its Relation to Decadal Modulations of ENSO , 2004 .

[174]  Andrew J. Majda,et al.  Limits of predictability in the North Pacific sector of a comprehensive climate model , 2012 .

[175]  T. Piechota,et al.  Oceanic‐atmospheric variability and western U.S. snowfall , 2006 .

[176]  D. Vimont,et al.  Footprinting: A seasonal connection between the tropics and mid‐latitudes , 2001 .

[177]  B. Qiu The Kuroshio Extension System: Its Large-Scale Variability and Role in the Midlatitude Ocean-Atmosphere Interaction , 2002 .

[178]  Jianping Huang,et al.  Combined effects of the Pacific Decadal Oscillation and El Niño-Southern Oscillation on Global Land Dry–Wet Changes , 2014, Scientific Reports.

[179]  Arun Kumar,et al.  Does Knowing the Oceanic PDO Phase Help Predict the Atmospheric Anomalies in Subsequent Months , 2013 .

[180]  N. Lau,et al.  Impact of ENSO on SST Variability in the North Pacific and North Atlantic: Seasonal Dependence and Role of Extratropical Sea–Air Coupling , 2001 .

[181]  N. Bond,et al.  Recent shifts in the state of the North Pacific , 2003 .

[182]  Matthew Newman,et al.  An Empirical Benchmark for Decadal Forecasts of Global Surface Temperature Anomalies , 2012 .

[183]  William W. Hsieh,et al.  The Nonlinear Patterns of North American Winter Temperature and Precipitation Associated with ENSO , 2005 .

[184]  Scott St. George,et al.  An overview of tree-ring width records across the Northern Hemisphere , 2014 .

[185]  Steven R. Hare,et al.  Empirical evidence for North Pacific regime shifts in 1977 and 1989 , 2000 .

[186]  Ngar-Cheung Lau,et al.  A Modeling Study of the Relative Roles of Tropical and Extratropical SST Anomalies in the Variability of the Global Atmosphere-Ocean System , 1994 .

[187]  Y. Sasai,et al.  How potentially predictable are midlatitude ocean currents? , 2016, Scientific Reports.

[188]  B. Guan,et al.  Pacific Sea Surface Temperatures in the Twentieth Century: An Evolution-Centric Analysis of Variability and Trend , 2007 .

[189]  C. Folland,et al.  Evidence for a Rapid Global Climate Shift across the Late 1960s , 2007 .

[190]  M. StachuraMegan,et al.  Oceanographic influences on patterns in North Pacific salmon abundance , 2014 .

[191]  H. Nakamura,et al.  Structure and Formation Mechanisms of the Northern Hemisphere Summertime Subtropical Highs , 2005 .

[192]  R. G. Fleagle,et al.  Atmosphere-ocean interaction in mid-latitude storms , 1988 .

[193]  M. J. Salinger,et al.  Relative influences of the Interdecadal Pacific Oscillation and ENSO on the South Pacific Convergence Zone , 2002 .

[194]  David W. Pierce,et al.  Distinguishing coupled ocean–atmosphere interactions from background noise in the North Pacific , 2001 .

[195]  D. Pierce,et al.  Anatomy of North Pacific Decadal Variability , 2002 .

[196]  Alberto M. Mestas-Nuñez,et al.  Rotated Global Modes of Non-ENSO Sea Surface Temperature Variability , 1999 .

[197]  J. Shaman,et al.  Tropical origins of North and South Pacific decadal variability , 2009 .

[198]  A. Gargett The optimal stability `window': a mechanism underlying decadal fluctuations in North Pacific salmon stocks? , 1997 .

[199]  M. Newman Interannual to Decadal Predictability of Tropical and North Pacific Sea Surface Temperatures , 2007 .

[200]  R. Beamish,et al.  Pacific salmon production trends in relation to climate , 1993 .

[201]  E. Guilyardi,et al.  ENSO representation in climate models: from CMIP3 to CMIP5 , 2013, Climate Dynamics.

[202]  Prashant D. Sardeshmukh,et al.  Changes of Probability Associated with El Niño , 2000 .

[203]  R. Seager,et al.  Pan-Continental Droughts in North America over the Last Millennium , 2014 .

[204]  James D. Scott,et al.  Forecasting Pacific SSTs: Linear Inverse Model Predictions of the PDO , 2008 .

[205]  M. Alexander,et al.  Natural variation in ENSO flavors , 2011 .

[206]  Wei‐Chyung Wang,et al.  A Pacific Decadal Oscillation record since 1470 AD reconstructed from proxy data of summer rainfall over eastern China , 2006 .

[207]  D. Vimont,et al.  Analogous Pacific and Atlantic Meridional Modes of Tropical Atmosphere-Ocean Variability* , 2004 .

[208]  G. Wei,et al.  Variations in the Pacific Decadal Oscillation since 1853 in a coral record from the northern South China Sea , 2013 .

[209]  A. Comrie,et al.  A winter precipitation ‘dipole’ in the western United States associated with multidecadal ENSO variability , 2004 .

[210]  C. Deser,et al.  The Reemergence of SST Anomalies in the North Pacific Ocean , 1999 .

[211]  Young-Oh Kwon,et al.  Investigating the Local Atmospheric Response to a Realistic Shift in the Oyashio Sea Surface Temperature Front , 2015 .

[212]  A. Timmermann,et al.  The influence of ENSO on the generation of decadal variability in the North Pacific , 2007 .

[213]  T. Barnett,et al.  Interdecadal variability of the Pacific Ocean: model response to observed heat flux and wind stress anomalies , 1994 .

[214]  J. Namias,et al.  Temporal coherence in North Pacific sea‐surface temperature patterns , 1970 .

[215]  J. Steele Regime shifts in the ocean: reconciling observations and theory [review article] , 2004 .

[216]  C. Deser,et al.  Anatomy and Decadal Evolution of the Pacific Subtropical–Tropical Cells (STCs)* , 2005 .

[217]  C. Deser,et al.  Characterizing decadal to centennial variability in the equatorial Pacific during the last millennium , 2013 .

[218]  S. Klein,et al.  On the Relationships among Low-Cloud Structure, Sea Surface Temperature, and Atmospheric Circulation in the Summertime Northeast Pacific , 1995 .

[219]  K. Taylor Summarizing multiple aspects of model performance in a single diagram , 2001 .

[220]  Bo Qiu,et al.  Eddy-mean flow interaction in the decadally modulating Kuroshio Extension system , 2010 .

[221]  K. Hanawa,et al.  ‘Reemergence’ areas of winter sea surface temperature anomalies in the world's oceans , 2004 .

[222]  James D. Scott,et al.  Winter-to-winter recurrence of sea surface temperature, salinity and mixed layer depth anomalies , 2001 .

[223]  Y. Kushnir,et al.  Variation of the North Atlantic subtropical high western ridge and its implication to Southeastern US summer precipitation , 2012, Climate Dynamics.

[224]  N. Schneider,et al.  Decadal Response of the Kuroshio Extension Jet to Rossby Waves: Observation and Thin-Jet Theory* , 2012 .

[225]  T. Barnett,et al.  Interdecadal interactions between the tropics and midlatitudes in the Pacific Basin , 1999 .

[226]  Steven R. Hare,et al.  Decadal-scale regime shifts in the large marine ecosystems of the North-east Pacific: a case for historical science , 1994 .

[227]  Zeng‐Zhen Hu,et al.  Interferential Impact of ENSO and PDO on Dry and Wet Conditions in the U.S. Great Plains , 2009 .

[228]  Russ E. Davis,et al.  Monthly Mean Sea-Level Variability Along the West Coast of North America , 1982 .

[229]  James D. Scott,et al.  The Role of Ekman Ocean Heat Transport in the Northern Hemisphere Response to ENSO , 2008 .

[230]  R. Reynolds,et al.  Testing a Dynamical Model for Mid-Latitude Sea Surface Temperature Anomalies , 1983 .

[231]  R. Villalba,et al.  Tree-ring estimates of Pacific decadal climate variability , 2001 .

[232]  John M. Walker,et al.  The Influence of the PDO on Winter Precipitation During High- and Low-Index ENSO Conditions in the Eastern United States , 2011 .

[233]  Milotti Linear processes that produce 1/f or flicker noise. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[234]  Rosanne D'Arrigo,et al.  On the Asian expression of the PDO , 2006 .

[235]  Shoshiro Minobe,et al.  A 50–70 year climatic oscillation over the North Pacific and North America , 1997 .

[236]  Adam S. Phillips,et al.  ENSO and Pacific Decadal Variability in the Community Climate System Model Version 4 , 2012 .

[237]  H. Nakamura,et al.  Decadal changes in the North Pacific oceanic frontal zones as revealed in ship and satellite observations , 2003 .

[238]  J. Wallace,et al.  ENSO-Like Variability: 1900-2013* , 2015 .

[239]  Prashant D. Sardeshmukh,et al.  The Optimal Growth of Tropical Sea Surface Temperature Anomalies , 1995 .

[240]  Adam A. Scaife,et al.  Improvement of Initialized Decadal Predictions over the North Pacific Ocean by Systematic Anomaly Pattern Correction , 2014 .

[241]  Balaji Rajagopalan,et al.  Analyses of global sea surface temperature 1856–1991 , 1998 .

[242]  R. Sutton,et al.  Atmospheric GCM Response to Extratropical SST Anomalies: Synthesis and Evaluation* , 2002 .

[243]  R. Higgins,et al.  Relationships between Climate Variability and Fluctuations in Daily Precipitation over the United States , 2007 .

[244]  N. Schneider,et al.  Decadal Shifts of the Kuroshio Extension Jet: Application of Thin-Jet Theory , 2011 .

[245]  N. Schneider,et al.  Quantitative assessment of the climate components driving the pacific decadal oscillation in climate models , 2012, Theoretical and Applied Climatology.

[246]  C. Deser,et al.  Evaluating Modes of Variability in Climate Models , 2014 .

[247]  On the Relationship between the North Pacific Climate Variability and the Central Pacific El Niño , 2015 .

[248]  Franco Biondi,et al.  North Pacific Decadal Climate Variability since 1661 , 2001 .

[249]  Naomi Naik,et al.  Wind-Driven Shifts in the Latitude of the Kuroshio–Oyashio Extension and Generation of SST Anomalies on Decadal Timescales* , 2001 .

[250]  Hisashi Nakamura,et al.  Interannual-to-Decadal Variability in the Oyashio and Its Influence on Temperature in the Subarctic Frontal Zone: An Eddy-Resolving OGCM Simulation , 2008 .

[251]  A. Dai The influence of the inter-decadal Pacific oscillation on US precipitation during 1923–2010 , 2013, Climate Dynamics.

[252]  Bo Qiu,et al.  Variability of the Kuroshio Extension Jet, Recirculation Gyre, and Mesoscale Eddies on Decadal Time Scales , 2005 .

[253]  M. Alexander Midlatitude Atmosphere–Ocean Interaction during El Niño. Part I: The North Pacific Ocean , 1992 .

[254]  George Sugihara,et al.  Distinguishing random environmental fluctuations from ecological catastrophes for the North Pacific Ocean , 2005, Nature.

[255]  J. Carton,et al.  A Reanalysis of Ocean Climate Using Simple Ocean Data Assimilation (SODA) , 2008 .

[256]  C. O’Reilly,et al.  The response of the Pacific storm track and atmospheric circulation to Kuroshio Extension variability , 2015 .

[257]  C. Deser,et al.  Evidence for a Wind-Driven Intensification of the Kuroshio Current Extension from the 1970s to the 1980s , 1999 .

[258]  D. Battisti,et al.  The Basic Effects of Atmosphere–Ocean Thermal Coupling on Midlatitude Variability* , 1998 .