Numerical issues in modeling ice sheet instabilities such as binge-purge type cyclic ice stream surging

. As in any environmental system, modeling instabilities within the glacial system is a numerical challenge of poten-tially high real-world relevance. Differentiating between the impacts of physical system processes and numerical noise is not straightforward. Here we use an idealized North American geometry and climate representation (similar to the HEINO experiments, Calov et al., 2010) to examine the numerical sensitivity of ice stream surge cycling in glaciological models. Through sensitivity tests, we identify some numerical requirements for a robust model configuration for such contexts. To partly address 5 model-specific dependencies, we use both the Glacial Systems Model (GSM) and Parallel Ice Sheet Model (PISM). We show that modeled surge characteristics are resolution-dependent though converging (decreasing differences between resolutions) at higher horizontal grid resolutions. Discrepancies between high and coarse horizontal grid resolutions can be reduced by incorporating a resolution-dependent basal temperature ramp for basal sliding thermal activation. Inclusion of a diffusive bed thermal model reduces the surge cycling ice volume change by ∼ 33 % as the additional heat storage dampens 10 the change in basal temperature during surge events. The inclusion of basal hydrology, as well as a non-flat topography, leads to increased ice volume change during surge events ( ∼ 20 and 17 % , respectively). Therefore, these latter three components are essential if one is endeavoring to maximize physical fidelity in ice stream surge cycle modeling. An abrupt transition between hard bedrock and soft sediment, as in the HEINO experiments, leads to ice stream propagation along this boundary but is not the cause of the main surge events.

[1]  C. Clark,et al.  Exploring the ingredients required to successfully model the placement, generation, and evolution of ice streams in the British-Irish Ice Sheet , 2019, Quaternary Science Reviews.

[2]  C. Schoof,et al.  Ice sheet flow with thermally activated sliding. Part 2: the stability of subtemperate regions , 2019, Proceedings of the Royal Society A.

[3]  C. Schoof,et al.  Ice sheet flow with thermally activated sliding. Part 1: the role of advection , 2019, Proceedings of the Royal Society A.

[4]  A. Fowler,et al.  A general theory of glacier surges , 2019, Journal of Glaciology.

[5]  U. Mikolajewicz,et al.  Heinrich events show two-stage climate response in transient glacial simulations , 2019, Climate of the Past.

[6]  L. Tarasov,et al.  LCice 1.0 – a generalized Ice Sheet System Model coupler for LOVECLIM version 1.3: description, sensitivities, and validation with the Glacial Systems Model (GSM version D2017.aug17) , 2018, Geoscientific Model Development.

[7]  L. Gross Code and Data availability , 2018 .

[8]  A. Levermann,et al.  From cyclic ice streaming to Heinrich-like events: the grow-and-surge instability in the Parallel Ice Sheet Model , 2017 .

[9]  H. Savage,et al.  Temperature dependence of ice-on-rock friction at realistic glacier conditions , 2017, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[10]  P. Valdes,et al.  The role of basal hydrology in the surging of the Laurentide Ice Sheet , 2016 .

[11]  L. Ridolfi,et al.  Stochastic ice stream dynamics , 2016, Proceedings of the National Academy of Sciences.

[12]  D. Brinkerhoff,et al.  Dynamics of thermally induced ice streams simulated with a higher‐order flow model , 2015 .

[13]  E. Bueler,et al.  Mass-conserving subglacial hydrology in the Parallel Ice Sheet Model version 0.6 , 2015 .

[14]  A. Fowler,et al.  Subglacial hydrology and the formation of ice streams , 2013, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[15]  Louis Bodmer ACKNOWLEDGEMENTS , 2013, Journal of Biosciences.

[16]  G. Flowers,et al.  Modeling channelized and distributed subglacial drainage in two dimensions , 2013 .

[17]  E. Tziperman,et al.  Dynamics of ice stream temporal variability: Modes, scales, and hysteresis , 2013 .

[18]  David Pollard,et al.  Description of a hybrid ice sheet-shelf model, and application to Antarctica , 2012 .

[19]  Radford M. Neal,et al.  A data-calibrated distribution of deglacial chronologies for the North American ice complex from glaciological modeling , 2012 .

[20]  D. Pollard,et al.  Results from the Ice-Sheet Model Intercomparison Project–Heinrich Event Intercomparison (ISMIP HEINO) , 2010, Journal of Glaciology.

[21]  E. Bueler,et al.  The Potsdam Parallel Ice Sheet Model (PISM-PIK) – Part 1: Model description , 2010 .

[22]  R. DeConto,et al.  A coupled ice-sheet/ice-shelf/sediment model applied to a marine-margin flowline: forced and unforced variations , 2009 .

[23]  R. Hindmarsh Consistent generation of ice‐streams via thermo‐viscous instabilities modulated by membrane stresses , 2009 .

[24]  Ed Bueler,et al.  Shallow shelf approximation as a “sliding law” in a thermomechanically coupled ice sheet model , 2008, 0810.3449.

[25]  R. Greve,et al.  Simulation of large-scale ice-sheet surges: The ISMIP HEINO experiments , 2006 .

[26]  R. Takahama Heinrich Event Intercomparison with the ice-sheet model SICOPOLIS , 2006 .

[27]  L. Mysak,et al.  Intermittent ice sheet discharge events in northeastern North America during the last glacial period , 2006 .

[28]  S. Hemming,et al.  Heinrich events: Massive late Pleistocene detritus layers of the North Atlantic and their global climate imprint , 2004 .

[29]  M. Claussen,et al.  Large‐scale instabilities of the Laurentide ice sheet simulated in a fully coupled climate‐system model , 2002 .

[30]  Hermann Engelhardt,et al.  Basal mechanics of Ice Stream B, west Antarctica: 1. Till mechanics , 2000 .

[31]  S. Tulaczyk,et al.  Basal mechanics of Ice Stream B, west Antarctica: 2. Undrained plastic bed model , 2000 .

[32]  B. Hallet,et al.  Interfacial water in polar glaciers and glacier sliding at −17°C , 1999 .

[33]  S. Marshall,et al.  A continuum mixture model of ice stream thermomechanics in the Laurentide Ice Sheet 2. Application to the Hudson Strait Ice Stream , 1997 .

[34]  A. Payne Limit cycles in the basal thermal regime of ice sheets , 1995 .

[35]  W. Busscher Fundamentals of Soil Behavior , 1994 .

[36]  D. Macayeal Binge/purge oscillations of the Laurentide Ice Sheet as a cause of the North Atlantic's Heinrich events , 1993 .

[37]  E. A. Christiansen,et al.  Preconsolidation of tills and intertill clays by glacial loading in southern Saskatchewan, Canada , 1993 .

[38]  S. Papson,et al.  “Model” , 1981 .

[39]  R. Armstrong,et al.  The Physics of Glaciers , 1981 .

[40]  David Tabor,et al.  The friction and creep of polycrystalline ice , 1971, Proceedings of the Royal Society of London. A. Mathematical and Physical Sciences.

[41]  R. Courant,et al.  Über die partiellen Differenzengleichungen der mathematischen Physik , 1928 .

[42]  L. Tarasov,et al.  Surging of a Hudson Strait Scale Ice Stream: Subglacial hydrology matters but the process details don’t , 2022 .

[43]  Wenhao Yu,et al.  Supplementary material , 2015 .

[44]  J. Oerlemans,et al.  Numerical simulations of cyclic behaviour in the Parallel Ice Sheet Model (PISM) , 2012 .

[45]  Z. Martinec,et al.  ISMIP-HEINO experiment revisited: effect of higher-order approximation and sensitivity study , 2011, Journal of Glaciology.

[46]  A. Fowler,et al.  Hydraulic run-away: a tnechanistn for therll1ally regulated surges of ice sheets , 2010 .

[47]  D. Dahl-Jensen,et al.  Modelling binge–purge oscillations of the Laurentide ice sheet using a plastic ice sheet , 2008, Annals of Glaciology.

[48]  G. Flowers,et al.  New insights into the subglacial and periglacial hydrology of Vatnajökull, Iceland, from a distributed physical model , 2003 .

[49]  A. Fowler,et al.  A theory of ice-sheet surges , 1998, Journal of Glaciology.

[50]  W. Peltier,et al.  A high-resolution model of the 100 ka ice-age cycle , 1997, Annals of Glaciology.

[51]  D. Macayeal,et al.  Dynamic/thermodynamic simulations of Laurentide ice-sheet instability , 1996, Annals of Glaciology.

[52]  K. Echelmeyer,et al.  Direct Observation of Basal Sliding and Deformation of Basal Drift at Sub-Freezing Temperatures , 1987, Journal of Glaciology.

[53]  Andrew C. Fowler,et al.  Sub-Temperate Basal Sliding , 1986, Journal of Glaciology.

[54]  R. L. Shreve Glacier Sliding at Subfreezing Temperatures , 1984, Journal of Glaciology.

[55]  Akio Arakawa,et al.  Computational Design of the Basic Dynamical Processes of the UCLA General Circulation Model , 1977 .