ID:
publications-2043
Type:
Peer reviewed articles
Year:
2023
Authors:
Julien Brondex; Kévin Fourteau, Marie Dumont; Pascal Hagenmuller; Neige Calonne; François Tuzet; Henning Löwe
Title:
A finite-element framework to explore the numerical solution of the coupled problem of heat conduction, water vapor diffusion and settlement in dry snow (IvoriFEM v0.1.0)
Venue/Journal:
Geoscientific Model Development
DOI:
10.5194/gmd-2023-97
Research type:
Data Management & Analytics
Water System:
Precipitation & Ecological Systems
Technical Focus:
Abstract:
Abstract. The poor treatment, or complete omission, of water vapor transport has been identified as a major limitation suffered by currently available snowpack models. Vapor and heat fluxes being closely intertwined, their mathematical representation amounts to a system of non-linear and tightly-coupled partial differential equations, which is particularly challenging to solve numerically. The choice of the numerical scheme and the representation of couplings between processes is crucial to ensure an accurate and robust solution that guarantees mass and energy conservation, while allowing time steps in the order of 15 minutes. To explore the numerical treatments fulfilling these requirements, we have developed a highly-modular finite-element program. The code is written in python. Every step of the numerical formulation and solution is coded internally, except for the inversion of the linearized system of equations. We illustrate the capabilities of our approach to tackle the coupled problem of heat conduction, vapor diffusion and settlement within a dry snowpack by running our model on several test cases proposed in recently published literature. We underline specific improvements regarding energy and mass conservation, as well as time step requirements. In particular, we show that a fully-coupled and fully-implicit time stepping approach enables to get accurate and stable solutions with little restriction on the time step.
Link with Projects:
949516
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