Modelling mid-Holocene tropical climate and ENSO variability: towards constraining predictions of future change with palaeo-data

Palaeoclimate simulations provide an opportunity for climate model evaluation as well as having a potential role in assigning relative likelihood to different ensemble members in probabilistic climate change prediction, supplementing constraints provided by the instrumental record. Here we take some initial steps towards such an approach by performing ensemble experiments with the Hadley Centre HadCM3 model under pre-industrial and mid-Holocene (6,000 years before present) forcing conditions. We examine the changes in both mean tropical climate and El Niño-Southern Oscillation (ENSO) variability, as palaeoclimate records suggest that ENSO amplitude was reduced in the mid-Holocene. Experiments are performed with perturbations to physical parameters in the atmosphere–surface component of the model, and with different implementations of heat and freshwater flux adjustments. Heat flux adjustments are required to stabilise model versions in which perturbations cause a net radiative imbalance. While we find broad agreement between different model versions in terms of changes in mean climate in the mid-Holocene, a detailed and quantitative comparison with the geographically-sparse palaeo-record is limited by systematic model biases. In the simulations without seasonally-varying flux adjustments there are modest reductions in ENSO amplitude of the order of 10–15%, lower than the range of reductions inferred from coral proxy records. We examine the mechanisms for these changes, and discuss the implications for the design of future ensemble experiments to formally quantify uncertainty in climate change predictions using palaeoclimate simulations.

[1]  I. Musat,et al.  On the contribution of local feedback mechanisms to the range of climate sensitivity in two GCM ensembles , 2006 .

[2]  Jerome Chappellaz,et al.  Changes in the atmospheric CH4 gradient between Greenland and Antarctica during the Holocene , 1997 .

[3]  C. Shields,et al.  Modeling El Niño and its tropical teleconnections during the last glacial‐interglacial cycle , 2003 .

[4]  Kenneth R. Sperber,et al.  ENSO simulation in coupled ocean-atmosphere models: are the current models better? , 2006 .

[5]  M. Gagan,et al.  Western Pacific coral δ18O records of anomalous Holocene variability in the El Niño–Southern Oscillation , 2004 .

[6]  M. Allen,et al.  Constraints on climate change from a multi‐thousand member ensemble of simulations , 2005 .

[7]  Martin Wahlen,et al.  Holocene carbon-cycle dynamics based on CO2 trapped in ice at Taylor Dome, Antarctica , 1999, Nature.

[8]  R. Seager,et al.  An Orbitally Driven Tropical Source for Abrupt Climate Change , 2001 .

[9]  Petoukhov,et al.  The influence of vegetation-atmosphere-ocean interaction on climate during the mid-holocene , 1998, Science.

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

[11]  M. Collins,et al.  El Niño in a changing climate: a multi-model study , 2005 .

[12]  N. Noblet,et al.  Synergistic feedbacks from ocean and vegetation on the African Monsoon response to Mid‐Holocene insolation , 1999 .

[13]  Matthew D. Collins,et al.  Coupled model simulations of mid-Holocene ENSO and comparisons with coral oxygen isotope records , 2006 .

[14]  Mechanisms of Seasonal – ENSO Interaction , 1995, ao-sci/9508001.

[15]  V. Pope,et al.  The impact of new physical parametrizations in the Hadley Centre climate model: HadAM3 , 2000 .

[16]  J. Picaut,et al.  Understanding Enso Physics—A Review , 2013 .

[17]  Mark B. Abbott,et al.  An ;15,000-Year Record of El Nino—Driven Alluviation in Southwestern Ecuador , 1999 .

[18]  David M. Anderson,et al.  Variability of El Niño/Southern Oscillation activity at millennial timescales during the Holocene epoch , 2002, Nature.

[19]  C. Hewitt,et al.  A multi-model analysis of the role of the ocean on the African and Indian monsoon during the mid-Holocene , 2005 .

[20]  P. Braconnot,et al.  Ocean Feedback in Response to 6 kyr BP Insolation , 2000 .

[21]  Mortimer,et al.  Temperature and surface-ocean water balance of the mid-holocene tropical western pacific , 1998, Science.

[22]  M. Cane,et al.  A Model El Niñ–Southern Oscillation , 1987 .

[23]  J. Kutzbach,et al.  Coupled climate simulation of the evolution of global monsoons in the Holocene , 2003 .

[24]  M. Collins,et al.  El Niño- or La Niña-like climate change? , 2005 .

[25]  Kenneth R. Sperber,et al.  Simulation of the El Niño Southern Oscillation: Results from the Coupled Model Intercomparison Project , 2002 .

[26]  A. Craig,et al.  Factors that affect the amplitude of El Nino in global coupled climate models , 2001 .

[27]  Julia Slingo,et al.  The role of the basic state in the ENSO–monsoon relationship and implications for predictability , 2005 .

[28]  A. Fedorov,et al.  Is El Nino changing? , 2000, Science.

[29]  Richard L. Smith,et al.  Quantifying Uncertainty in Projections of Regional Climate Change: A Bayesian Approach to the Analysis of Multimodel Ensembles , 2005 .

[30]  A. Bush Assessing the impact of mid‐Holocene insolation on the atmosphere‐ocean system , 1999 .

[31]  J. Kutzbach,et al.  Intercomparison of Simulated Global Vegetation Distributions in Response to 6 kyr BP Orbital Forcing , 1998 .

[32]  G. Meehl,et al.  Constraining Climate Sensitivity from the Seasonal Cycle in Surface Temperature , 2006 .

[33]  S. Haberle,et al.  Post-glacial evolution of the Indo-Pacific Warm Pool and El Niño-Southern oscillation , 2004 .

[34]  Matthew D. Collins,et al.  Towards quantifying uncertainty in transient climate change , 2006 .

[35]  R. Voß,et al.  Ensip: the El Nin Ä O Simulation Intercomparison Project , 2000 .

[36]  Peter J. Webster,et al.  Monsoon and Enso: Selectively Interactive Systems , 1992 .

[37]  Rowan Sutton,et al.  El Niño in a Coupled Climate Model: Sensitivity to Changes in Mean State Induced by Heat Flux and Wind Stress Corrections , 2007 .

[38]  André Berger,et al.  Long-term variations of daily insolation and Quaternary climatic changes , 1978 .

[39]  C. Hewitt,et al.  A fully coupled GCM simulation of the climate of the mid‐Holocene , 1998 .

[40]  M. Collins,et al.  The internal climate variability of HadCM3, a version of the Hadley Centre coupled model without flux adjustments , 2001 .

[41]  E. Guilyardi El Niño–mean state–seasonal cycle interactions in a multi-model ensemble , 2006 .

[42]  John F. B. Mitchell,et al.  The simulation of SST, sea ice extents and ocean heat transports in a version of the Hadley Centre coupled model without flux adjustments , 2000 .

[43]  Peter M. Inness,et al.  Simulation of the Madden–Julian Oscillation in a Coupled General Circulation Model. Part I: Comparison with Observations and an Atmosphere-Only GCM , 2003 .

[44]  A. Kitoh,et al.  Tropical Pacific climate at the mid-Holocene and the Last Glacial Maximum simulated by a coupled ocean-atmosphere general circulation model , 2002 .

[45]  G. Haug,et al.  Decline of surface temperature and salinity in the western tropical Pacific Ocean in the Holocene epoch , 2004, Nature.

[46]  John E. Kutzbach,et al.  Modeling climate shift of El Nino variability in the Holocene , 2000 .

[47]  J. Kutzbach,et al.  Global monsoons in the mid-Holocene and oceanic feedback , 2004 .

[48]  M. Webb,et al.  Quantification of modelling uncertainties in a large ensemble of climate change simulations , 2004, Nature.

[49]  Athanasios Koutavas,et al.  El Niño-Like Pattern in Ice Age Tropical Pacific Sea Surface Temperature , 2002, Science.

[50]  Mark A. Cane,et al.  The evolution of El Nino, past and future , 2005 .

[51]  Matthew D. Collins,et al.  The variation of ENSO characteristics associated with atmospheric parameter perturbations in a coupled model , 2008 .

[52]  E. Cook,et al.  Variability in the El Niño-Southern Oscillation Through a Glacial-Interglacial Cycle , 2001, Science.

[53]  D. Sandweiss,et al.  Geoarchaeological Evidence from Peru for a 5000 Years B.P. Onset of El Niño , 1996, Science.

[54]  R. Seager,et al.  Suppression of El Niño during the Mid‐Holocene by changes in the Earth's orbit , 2000 .

[55]  Nicholas J Shackleton,et al.  Paleoclimate history of Galapagos surface waters over the last 135,000 yr , 2006 .

[56]  W. Merryfield Changes to ENSO under CO2 Doubling in a Multimodel Ensemble , 2006 .

[57]  Sandy P. Harrison,et al.  Monsoon changes for 6000 years ago: Results of 18 simulations from the Paleoclimate Modeling Intercomparison Project (PMIP) , 1999 .

[58]  T. Toniazzo A study of the sensitivity of ENSO to the mean climate , 2006 .

[59]  Matthew D. Collins,et al.  Understanding uncertainties in the response of ENSO to greenhouse warming , 2000 .

[60]  Gerald H. Haug,et al.  Southward Migration of the Intertropical Convergence Zone Through the Holocene , 2001, Science.