Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

MPAS-Seaice (v1.0.0): sea-ice dynamics on unstructured Voronoi meshes

Journal Article · · Geoscientific Model Development (Online)

Abstract. We present MPAS-Seaice, a sea-ice model which uses the Model for Prediction Across Scales (MPAS) framework and spherical centroidal Voronoi tessellation (SCVT) unstructured meshes. As well as SCVT meshes, MPAS-Seaice can run on the traditional quadrilateral grids used by sea-ice models such as CICE. The MPAS-Seaice velocity solver uses the elastic–viscous–plastic (EVP) rheology and the variational discretization of the internal stress divergence operator used by CICE, but adapted for the polygonal cells of MPAS meshes, or alternatively an integral (“finite-volume”) formulation of the stress divergence operator. An incremental remapping advection scheme is used for mass and tracer transport. We validate these formulations with idealized test cases, both planar and on the sphere. The variational scheme displays lower errors than the finite-volume formulation for the strain rate operator but higher errors for the stress divergence operator. The variational stress divergence operator displays increased errors around the pentagonal cells of a quasi-uniform mesh, which is ameliorated with an alternate formulation for the operator. MPAS-Seaice shares the sophisticated column physics and biogeochemistry of CICE and when used with quadrilateral meshes can reproduce the results of CICE. We have used global simulations with realistic forcing to validate MPAS-Seaice against similar simulations with CICE and against observations. We find very similar results compared to CICE, with differences explained by minor differences in implementation such as with interpolation between the primary and dual meshes at coastlines. We have assessed the computational performance of the model, which, because it is unstructured, runs with 70 % of the throughput of CICE for a comparison quadrilateral simulation. The SCVT meshes used by MPAS-Seaice allow removal of equatorial model cells and flexibility in domain decomposition, improving model performance. MPAS-Seaice is the current sea-ice component of the Energy Exascale Earth System Model (E3SM).

Research Organization:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Organization:
USDOE; USDOE Office of Science (SC). Biological and Environmental Research (BER)
Grant/Contract Number:
89233218CNA000001
OSTI ID:
1867040
Alternate ID(s):
OSTI ID: 1880472
Report Number(s):
LA-UR-18-21850
Journal Information:
Geoscientific Model Development (Online), Journal Name: Geoscientific Model Development (Online) Journal Issue: 9 Vol. 15; ISSN 1991-9603
Publisher:
Copernicus GmbHCopyright Statement
Country of Publication:
Germany
Language:
English

References (55)

Modeling the winter-spring transition of first-year ice in the western Weddell Sea journal September 2014
Impacts of a mushy-layer thermodynamic approach in global sea-ice simulations using the CICE sea-ice model journal February 2015
Two modes of sea-ice gravity drainage: A parameterization for large-scale modeling: GRAVITY DRAINAGE journal May 2013
High degree efficient symmetrical Gaussian quadrature rules for the triangle journal June 1985
Explicit Generation of Orthogonal Grids for Ocean Models journal July 1996
Incremental Remapping as a Transport/Advection Algorithm journal May 2000
Viscous–Plastic Sea Ice Dynamics with the EVP Model: Linearization Issues journal June 2001
The global climatology of an interannually varying air–sea flux data set journal August 2008
Towards the ultimate conservative difference scheme. V. A second-order sequel to Godunov's method journal July 1979
Computational Design of the Basic Dynamical Processes of the UCLA General Circulation Model book January 1977
A strength implicit correction scheme for the viscous-plastic sea ice model journal January 2004
A piecewise linear finite element discretization of the diffusion equation for arbitrary polyhedral grids journal April 2008
A unified approach to energy conservation and potential vorticity dynamics for arbitrarily-structured C-grids journal May 2010
Sea-ice dynamics on triangular grids journal March 2021
The effects of resolving the Canadian Arctic Archipelago in a finite element sea ice model journal January 2008
Coordinated Ocean-ice Reference Experiments (COREs) journal January 2009
Level-ice melt ponds in the Los Alamos sea ice model, CICE journal November 2013
A multi-resolution approach to global ocean modeling journal September 2013
An Introduction to Fluid Dynamics book June 2012
Investigating controls on sea ice algal production using E3SMv1.1-BGC journal February 2020
Arctic sea ice extents, areas, and trends, 1978-1996 journal September 1999
An energy-conserving thermodynamic model of sea ice journal July 1999
Remapping the thickness distribution in sea ice models journal July 2001
Variability of Antarctic sea ice 1979–1998 journal January 2002
Ridging, strength, and stability in high-resolution sea ice models journal January 2007
Global atmospheric forcing data for Arctic ice-ocean modeling journal January 2007
A new high-resolution unstructured grid finite volume Arctic Ocean model (AO-FVCOM): An application for tidal studies journal January 2009
Incorporation of a physically based melt pond scheme into the sea ice component of a climate model journal January 2010
An unstructured-grid, finite-volume sea ice model: Development, validation, and application journal January 2011
Uncertainty in modeled Arctic sea ice volume journal January 2011
The DOE E3SM Coupled Model Version 1: Overview and Evaluation at Standard Resolution journal July 2019
The DOE E3SM v1.1 Biogeochemistry Configuration: Description and Simulated Ecosystem‐Climate Responses to Historical Changes in Forcing journal September 2020
The Community Earth System Model Version 2 (CESM2) journal February 2020
Modeling climate change: An assessment of sea ice and surface albedo feedbacks journal June 1989
Deep convection in the World Ocean journal January 1983
Interpolants within Convex Polygons: Wachspress’ Shape Functions journal January 2003
A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs journal January 1998
A Dynamic Thermodynamic Sea Ice Model journal July 1979
A General Circulation Model for Upper Ocean Simulation journal November 1988
An Elastic–Viscous–Plastic Model for Sea Ice Dynamics journal September 1997
The Elastic–Viscous–Plastic Sea Ice Dynamics Model in General Orthogonal Curvilinear Coordinates on a Sphere—Incorporation of Metric Terms journal July 2002
Modeling Sea Ice Transport Using Incremental Remapping journal June 2004
Improved Sea Ice Shortwave Radiation Physics in CCSM4: The Impact of Melt Ponds and Aerosols on Arctic Sea Ice journal March 2012
The Community Climate System Model Version 3 (CCSM3) journal June 2006
A Multiscale Nonhydrostatic Atmospheric Model Using Centroidal Voronoi Tesselations and C-Grid Staggering journal September 2012
An Incremental Remapping Transport Scheme on a Spherical Geodesic Grid journal August 2005
Sea Ice Concentrations from Nimbus-7 SMMR and DMSP SSM/I-SSMIS Passive Microwave Data, Version 1 null January 1996
JIGSAW-GEO (1.0): locally orthogonal staggered unstructured grid generation for general circulation modelling on the sphere journal January 2017
MPAS-Albany Land Ice (MALI): a variable-resolution ice sheet model for Earth system modeling using Voronoi grids journal January 2018
Scalability and some optimization of the Finite-volumE Sea ice–Ocean Model, Version 2.0 (FESOM2) journal January 2019
The Finite Element Sea Ice-Ocean Model (FESOM) v.1.4: formulation of an ocean general circulation model journal January 2014
Finite-Element Sea Ice Model (FESIM), version 2 journal January 2015
Feature-based comparison of sea ice deformation in lead-permitting sea ice simulations journal January 2020
Antarctic sea ice variability and trends, 1979–2010 journal January 2012
Arctic sea ice variability and trends, 1979–2010 journal January 2012

Similar Records

An unstructured C-grid type variational formulation for the sea ice dynamics
Technical Report · Wed Dec 15 23:00:00 EST 2021 · OSTI ID:1836957

Related Subjects