Status of and outlook for large-scale modeling of atmosphere-ice-ocean interactions in the Arctic

Abstract Arctic air masses have direct impacts on the weather and climatic extremes of midlatitude areas such as central North America. Arctic physical processes pose special and very important problems for global atmospheric models used for climate simulation and numerical weather prediction. At present, the observational database is inadequate to support research aimed at overcoming these problems. Three interdependent Arctic field programs now being planned will help to remedy this situation: SHEBA, which will operate an ice camp in the Arctic for a year; ARM, which will supply instruments for use at the SHEBA ice camp and which will also conduct longer-term measurements near Barrow, Alaska; and FIRE, which will conduct one or more aircraft campaigns, in conjunction with remote-sensing investigations focused on the SHEBA ice camp. This paper provides an introductory overview of the physics of the Arctic from the perspective of large-scale modelers, outlines some of the modeling problems that arise in a...

[1]  G. Maykut,et al.  Some results from a time‐dependent thermodynamic model of sea ice , 1971 .

[2]  R. Preller,et al.  The Development of an Ice-Ocean Coupled Model for the Northern Hemisphere. , 1992 .

[3]  G. Tselioudis,et al.  Potential effects of cloud optical thickness on climate warming , 1993, Nature.

[4]  K. Arpe,et al.  Some results from an intercomparison of the climates simulated by 14 atmospheric general circulation models , 1992 .

[5]  George L. Mellor,et al.  An Ice-Ocean Coupled Model , 1989 .

[6]  J. Curry,et al.  Response of sea-ice models to perturbations in surface heat flux , 1997, Annals of Glaciology.

[7]  Judith A. Curry,et al.  Overview of Arctic Cloud and Radiation Characteristics , 1996 .

[8]  Ola M. Johannessen,et al.  Analysis of merged SMMR‐SSMI time series of Arctic and Antarctic sea ice parameters 1978–1995 , 1997 .

[9]  J. Curry,et al.  Observational and Theoretical Studies of Solar Radiation in Arctic Stratus Clouds , 1984 .

[10]  W. Hibler A Dynamic Thermodynamic Sea Ice Model , 1979 .

[11]  R. Heikes,et al.  Numerical Integration of the Shallow-Water Equations on a Twisted Icosahedral Grid , 1995 .

[12]  A. Betts,et al.  The GEWEX Cloud System Study (GCSS) , 1993 .

[13]  J. Kahl,et al.  Absence of evidence for greenhouse warming over the Arctic Ocean in the past 40 years , 1993, Nature.

[14]  Raymond F. Kokaly,et al.  Diagnosis of the record minimum in Arctic sea ice area during 1990 and associated snow cover extremes , 1995 .

[15]  William D. Hibler,et al.  Modeling Pack Ice as a Cavitating Fluid , 1992 .

[16]  W. G. Strand,et al.  The NCAR CSM Sea Ice Model , 1996 .

[17]  P. Wadhams Sea ice thickness distribution in the Greenland Sea and Eurasian Basin, May 1987 , 1992 .

[18]  R. Laprise,et al.  The Canadian Climate Centre spectral atmospheric general circulation model , 1984 .

[19]  Akio Arakawa,et al.  Integration of the Nondivergent Barotropic Vorticity Equation with AN Icosahedral-Hexagonal Grid for the SPHERE1 , 1968 .

[20]  R. E. Moritz,et al.  Low-Frequency Variability in the Arctic Atmosphere, Sea Ice, and Upper-Ocean Climate System , 1996 .

[21]  T. Palmer,et al.  Alleviation of a systematic westerly bias in general circulation and numerical weather prediction models through an orographic gravity wave drag parametrization , 1986 .

[22]  Judith A. Curry,et al.  Sea Ice-Albedo Climate Feedback Mechanism , 1995 .

[23]  John E. Walsh,et al.  An Assessment of Global Climate Model Simulations of Arctic Air Temperatures , 1996 .

[24]  Philip J. Rasch,et al.  Water vapor transport in the NCAR CCM2 , 1994 .

[25]  J. Thuburn A PV-Based Shallow-Water Model on a Hexagonal-Icosahedral Grid , 1997 .

[26]  J. Peixoto,et al.  Physics of climate , 1992 .

[27]  William D. Hibler,et al.  The Effect Of Rheology On Seasonal Sea-Ice Simulations , 1990, Annals of Glaciology.

[28]  John E. Walsh,et al.  Recent decrease of sea level pressure in the central Arctic , 1996 .

[29]  Wallace Broeker,et al.  The Great Ocean Conveyor , 1991 .

[30]  Peter Lemke,et al.  On the improvement of sea ice models for climate simulations: the Sea Ice Model Intercomparison Project , 1997 .

[31]  P. Webster,et al.  TOGA COARE: The Coupled Ocean-Atmosphere Response Experiment. , 1992 .

[32]  Yukio Haruyama,et al.  Progress of Japan's earth observation satellites , 1994 .

[33]  David A. Randall,et al.  Single-Column Models and Cloud Ensemble Models as Links between Observations and Climate Models , 1996 .

[34]  A. Mclaren The under‐ice thickness distribution of the Arctic Basin as recorded in 1958 and 1970 , 1989 .

[35]  William B. Rossow,et al.  Comparison of ISCCP and Other Cloud Amounts , 1993 .

[36]  V. Kattsov,et al.  Arctic Precipitation and Evaporation: Model Results and Observational Estimates , 1998 .

[37]  W. Gates AMIP: The Atmospheric Model Intercomparison Project. , 1992 .

[38]  David L. Williamson,et al.  Integration of the barotropic vorticity equation on a spherical geodesic grid , 1968 .

[39]  R. W. Higgins,et al.  A Global Multilevel Atmospheric Model Using a Vector Semi-Lagrangian Finite-Difference Scheme. Part I: Adiabatic Formulation , 1993 .

[40]  E. Hunke,et al.  An Elastic–Viscous–Plastic Model for Sea Ice Dynamics , 1996 .

[41]  John E. Walsh,et al.  A comparison of GCM simulations of Arctic climate , 1992 .

[42]  N. Untersteiner,et al.  Arctic Data Buoy Program , 1982, Polar Record.

[43]  William D. Hibler,et al.  Ridging and strength in modeling the thickness distribution of Arctic sea ice , 1995 .

[44]  R. Grumbine A sea-ice albedo experiment with the NMC medium range forecast model , 1994 .

[45]  J. Curry,et al.  Role of radiative transfer in the modeled mesoscale development of summertime arctic stratus , 1997 .

[46]  Ronald Kwok,et al.  Determination of the age distribution of sea ice from lagrangian observations of ice motion , 1995, IEEE Transactions on Geoscience and Remote Sensing.

[47]  K. Shine Parametrization of the shortwave flux over high albedo surfaces as a function of cloud thickness and surface albedo , 1984 .

[48]  Norman A. McFarlane,et al.  The Effect of Orographically Excited Gravity Wave Drag on the General Circulation of the Lower Stratosphere and Troposphere , 1987 .

[49]  M. F. Wehner,et al.  Description and validation of the LLNL/UCLA parallel atmospheric GCM , 1995 .

[50]  G. Maykut,et al.  Solar heating of the Arctic mixed layer , 1995 .

[51]  A. Semtner A MODEL FOR THE THERMODYNAMIC GROWTH OF SEA ICE IN NUMERICAL INVESTIGATIONS OF CLIMATE , 1975 .

[52]  E. Boyle,et al.  On the Structure and Origin of Major Glaciation Cycles 1. Linear Responses to Milankovitch Forcing , 1992 .

[53]  I. Simmonds,et al.  Sensitivity of numerical prognoses to Antarctic sea ice distribution , 1995 .

[54]  J. Walsh,et al.  A regional model for studies of atmosphere-ice-ocean interaction in the western Arctic , 1993 .

[55]  Jeff Dozier,et al.  Planned EOS observations of the land, ocean and atmosphere , 1994 .

[56]  P. Lemke,et al.  On the Required Accuracy of Atmospheric Forcing Fields for Driving Dynamic‐Thermodynamic Sea Ice Models , 2013 .

[57]  Roger G. Barry,et al.  Recent decreases in Arctic summer ice cover and linkages to atmospheric circulation anomalies , 1996 .

[58]  P. Frederickson,et al.  Icosahedral Discretization of the Two-Sphere , 1985 .

[59]  John E. Walsh,et al.  Recent Variations of Sea Ice and Air Temperature in High Latitudes , 1993 .

[60]  Ron Kwok,et al.  Open water production in Arctic sea ice: Satellite measurements and model parameterizations , 1995 .

[61]  David M. Holland,et al.  Sensitivity study of a dynamic thermodynamic sea ice model , 1993 .

[62]  F. Mesinger,et al.  A global shallow‐water model using an expanded spherical cube: Gnomonic versus conformal coordinates , 1996 .

[63]  D. Bromwich,et al.  Simulations of the 1979–88 polar climates by global climate models , 1995, Annals of Glaciology.

[64]  R. Goody,et al.  Formation and Persistence of Summertime Arctic Stratus Clouds. , 1976 .

[65]  R. Macdonald,et al.  Evidence for warming of Atlantic water in the Southern Canadian Basin of the Arctic Ocean: Results from the Larsen-93 Expedition , 1995 .

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

[67]  David Rind,et al.  The role of sea ice in 2 x CO2 climate model sensitivity. Part 1: The total influence of sea ice thickness and extent , 1995 .

[68]  Jeffrey R. Key,et al.  Arctic ice surface temperature retrieval from AVHRR thermal channels , 1992 .

[69]  R. E. Moritz,et al.  Do General Circulation Models Underestimate the Natural Variability in the Arctic Climate , 1997 .

[70]  R. Barry,et al.  Icelandic low cyclone activity : Climatological features, linkages with the NAO, and relationships with recent changes in the Northern Hemisphere circulation , 1997 .

[71]  J. Francis Improvements to TOVS retrievals over sea ice and applications to estimating Arctic energy fluxes , 1994 .

[72]  R. W. Higgins,et al.  A Global Multilevel Atmospheric Model Using a Vector Semi-Lagrangian Finite-Difference Scheme. Part II: Version with Physics , 1995 .

[73]  S. Schwartz,et al.  The Atmospheric Radiation Measurement (ARM) Program: Programmatic Background and Design of the Cloud and Radiation Test Bed , 1994 .

[74]  D. Randall,et al.  On Fire at Ten , 1996 .

[75]  J. Walsh,et al.  Development of a regional climate model of the western Arctic , 1995 .

[76]  Ruth H. Preller,et al.  The development of a coupled ice‐ocean model for forecasting ice conditions in the Arctic , 1991 .

[77]  S. Tsay,et al.  Physical characteristics of arctic stratus clouds , 1984 .

[78]  Moustafa T. Chahine,et al.  GEWEX: The Global Energy and Water Cycle Experiment , 1992 .

[79]  M. Desbois,et al.  Cloud Field Identification for Earth Radiation Budget Studies. Part II: Cloud Field Classification for the ScaRaB Radiometer , 1996 .

[80]  J. Gillis,et al.  Methods in Computational Physics , 1964 .

[81]  J. Houghton,et al.  Climate change : the IPCC scientific assessment , 1990 .

[82]  J. Curry,et al.  Relationships between Large-Scale Heat and Moisture Budgets and the Occurrence of Arctic Stratus Clouds , 1985 .

[83]  J. Key,et al.  Arctic ocean radiative fluxes and cloud forcing estimated from the ISCCP C2 cloud dataset, 1983-1990 , 1994 .

[84]  William D. Hibler,et al.  Modeling a variable thickness sea ice cover , 1980 .

[85]  R. Purser,et al.  Conformal octagon: An attractive framework for global models offering quasi-uniform regional enhancement of resolution , 1997 .

[86]  Donald K. Perovich,et al.  Spectral albedos of sea ice and incident solar irradiance in the southern Beaufort Sea , 1984 .

[87]  E. Carmack,et al.  The role of sea ice and other fresh water in the Arctic circulation , 1989 .

[88]  J. Curry Interactions among aerosols, clouds, and climate of the Arctic Ocean , 1995 .

[89]  François Lott,et al.  A new subgrid‐scale orographic drag parametrization: Its formulation and testing , 1997 .

[90]  Ola M. Johannessen,et al.  The Arctic's shrinking sea ice , 1995, Nature.