Performance analysis of high-resolution ice-sheet simulations

• Published in: Journal of Glaciology
• Main Author: Ed Bueler
• Format: Article in Journal/Newspaper
• Language: English
• Published: Cambridge University Press 2023
• Subjects: Glacier flow; glacier modeling; ice-sheet modeling; Environmental sciences; GE1-350; Meteorology. Climatology; QC851-999; Ice Sheet; Journal of Glaciology
• Online Access: https://doi.org/10.1017/jog.2022.113; https://doaj.org/article/2fb1f68be37f445da3ab3cf226b62eb3

Numerical glacier and ice-sheet models compute evolving ice geometry and velocity fields using various stress-balance approximations and boundary conditions. At high spatial resolution, with horizontal mesh/grid resolutions of a few kilometers or smaller, these models usually require time steps shorter than climate-coupling time scales because they update ice thickness after each velocity solution. High-resolution performance is degraded by the stability restrictions of such explicit time-stepping. This short note, which considers the shallow ice approximation and Stokes models as stress-balance end members, clarifies the scaling of numerical model performance by quantifying simulation cost per model year in terms of mesh resolution and the number of degrees of freedom. The performance of current-generation explicit time-stepping models is assessed, and then compared to the prospective performance of implicit schemes. The main results highlight the key roles played by the algorithmic scaling of stress-balance solvers and coupled, implicit-step solvers.