Abstract

Abstract. A new sea ice dynamical core, the Discrete Element Model for Sea Ice (DEMSI), is under development for use in coupled Earth system models. DEMSI is based on the discrete element method, which models collections of ice floes as interacting Lagrangian particles. In basin-scale sea ice simulations the Lagrangian motion results in significant convergence and ridging, which requires periodic remapping of sea ice variables from a deformed particle configuration back to an undeformed initial distribution. At the resolution required for Earth system models we cannot resolve individual sea ice floes, so we adopt the sub-grid-scale thickness distribution used in continuum sea ice models. This choice leads to a series of hierarchical tracers depending on ice fractional area or concentration that must be remapped consistently. The circular discrete elements employed in DEMSI help improve the computational efficiency at the cost of increased complexity in the effective element area definitions for sea ice cover that are required for the accurate enforcement of conservation. An additional challenge is the accurate remapping of element values along the ice edge, the location of which varies due to the Lagrangian motion of the particles. In this paper we describe a particle-to-particle remapping approach based on well-established geometric remapping ideas that enforces conservation, bounds preservation, and compatibility between associated tracer quantities, while also robustly managing remapping at the ice edge. One element of the remapping algorithm is a novel optimization-based flux correction that enforces concentration bounds in the case of nonuniform motion. We demonstrate the accuracy and utility of the algorithm in a series of numerical test cases.

Highlights

  • Sea ice, the frozen surface of the ocean at high latitudes, forms an important component of the Earth climate system

  • Modeling sea ice dynamics with the discrete element method has the potential to enable the capture of the anisotropic deformation and fracture seen in observational data that are difficult to reproduce in continuum models

  • This paper presents a geometrically based remapping algorithm designed to address the unique challenges of accurately remapping sea ice tracer fields for circular discrete elements

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Summary

Introduction

The frozen surface of the ocean at high latitudes, forms an important component of the Earth climate system. Elements with arbitrarily small radii, introduce computational challenges with regard to efficient contact searching, time step size, and contact model formulation (Hopkins, 2004; Shire et al, 2020) Both these considerations require long-duration DEM simulations of sea ice deformation to periodically perform a remapping of the model elements to an undeformed distribution. These challenges include defining consistent areas for enforcing conservation, addressing monotonicity errors due to element overlap under nonuniform motion, and enabling accurate reconstructions at the ice edge This remapping method forms part of a new sea ice dynamical core, the Discrete Element Model for Sea Ice (DEMSI), currently under development for use in coupled Earth system models.

Representation of sea ice with circular elements
Geometric remapping implementation
Polygon intersections and remapped area
Linear tracer reconstruction
Integration over intersection polygons
Optimization-based flux correction to remapping
Effect of open water
Computational results
One-dimensional uniform motion
Two-dimensional uniform motion
Flux correction tests
Findings
Conclusions
Full Text
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