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Title: Investigating Inherent Numerical Stabilization for the Moist, Compressible, Non‐Hydrostatic Euler Equations on Collocated Grids

Journal Article · · Journal of Advances in Modeling Earth Systems

Abstract This study investigates inherent numerical dissipation due to upwind fluxes and reconstruction strategies for collocated Finite‐Volume integration of the Euler equations. Idealized supercell simulations are used without any explicit dissipation. Flux terms are split into: mass flux, pressure, and advected quantities. They are computed with the following upwind strategies: central, advectively upwind, and acoustically upwind. This is performed for third and ninth‐order‐accurate reconstructions with and without Weighted Essentially Non‐Oscillatory limiting. Acoustic‐only upwinding for pressure and mass flux terms and advective‐only upwinding for advected quantities is the most flexible simplification found. It reduces data movement and computations. Assuming a constant speed of sound in acoustic upwinding gives similar results to using the true speed of sound. Dissipation from upwind adapts automatically to grid spacing, time step, reconstruction accuracy, and flow smoothness. While stability is maintained even at 21st‐order spatial accuracy, there is a limit to the spatial order of accuracy for which upwinding alone can create a realizable solution in the conditions of this study. Convex combinations of upwind and central solutions for flux terms also reduced dissipation, but as the central proportion grows, solutions become physically unrealizable. The range of length scales of the kinetic energy spectra can be extended along k −5/3 to smaller spatial scales by reducing dissipation either with higher‐order reconstructions or using convex combinations of upwind and central fluxes. However, not all extensions of the length scale range along k −5/3 exhibit physically realizable solutions, even though the spectra appear to be physical.

Sponsoring Organization:
USDOE
Grant/Contract Number:
NONE; AC05-00OR22725
OSTI ID:
2007421
Alternate ID(s):
OSTI ID: 2007422
Journal Information:
Journal of Advances in Modeling Earth Systems, Journal Name: Journal of Advances in Modeling Earth Systems Journal Issue: 10 Vol. 15; ISSN 1942-2466
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (44)

Runge–Kutta IMEX schemes for the Horizontally Explicit/Vertically Implicit (HEVI) solution of wave equations journal November 2013
Simulating Nonhydrostatic Atmospheres on Planets (SNAP): Formulation, Validation, and Application to the Jovian Atmosphere journal February 2019
A Dynamic Urban Canopy Parameterization for Mesoscale Models Based on Computational Fluid Dynamics Reynolds-Averaged Navier–Stokes Microscale Simulations journal September 2010
A spectral finite volume transport scheme on the cubed-sphere journal September 2007
A Discontinuous Galerkin Transport Scheme on the Cubed Sphere journal April 2005
A study of spectral element and discontinuous Galerkin methods for the Navier–Stokes equations in nonhydrostatic mesoscale atmospheric modeling: Equation sets and test cases journal April 2008
A quasi-Hamiltonian discretization of the thermal shallow water equations journal February 2019
A Positive‐Definite, WENO‐Limited, High‐Order Finite Volume Solver for 2‐D Transport on the Cubed Sphere Using an ADER Time Discretization journal July 2018
Entropy stable discontinuous Galerkin methods for balance laws in non-conservative form: Applications to the Euler equations with gravity journal November 2022
Multi-moment ADER-Taylor methods for systems of conservation laws with source terms in one dimension journal August 2012
Weighted Essentially Non-oscillatory Schemes journal November 1994
Implicit Large-Eddy Simulation in Meteorology: From Boundary Layers to Climate journal July 2007
The Piecewise Parabolic Method (PPM) for gas-dynamical simulations journal April 1984
Higher-order relaxation schemes for hyperbolic systems of conservation laws journal January 2005
Dispersion analysis of compatible Galerkin schemes on quadrilaterals for shallow water models journal June 2019
Thermodynamically consistent versions of approximations used in modelling moist air
  • Eldred, Christopher; Taylor, Mark; Guba, Oksana
  • Quarterly Journal of the Royal Meteorological Society, Vol. 148, Issue 748 https://doi.org/10.1002/qj.4353
journal September 2022
Enhanced fifth order WENO shock-capturing schemes with deep learning journal November 2021
Computational Dispersion Properties of Vertically Staggered Grids for Atmospheric Models journal February 1994
The Pros and Cons of Diffusion, Filters and Fixers in Atmospheric General Circulation Models book January 2011
Dispersion analysis of compatible Galerkin schemes for the 1D shallow water model journal October 2018
Numerics and subgrid‐scale modeling in large eddy simulations of stratocumulus clouds journal May 2017
Restoration of the contact surface in the HLL-Riemann solver journal July 1994
Horizontal grids for global weather and climate prediction models: a review journal November 2011
A Control-Volume Model of the Compressible Euler Equations with a Vertical Lagrangian Coordinate journal July 2013
Implicit-Explicit Formulations of a Three-Dimensional Nonhydrostatic Unified Model of the Atmosphere (NUMA) journal January 2013
A New Treatment of the Coriolis Terms in C-Grid Models at Both High and Low Resolutions journal August 1999
Arbitrarily High-Order-Accurate, Hermite WENO Limited, Boundary-Averaged Multi-Moment Constrained Finite-Volume (BA-MCV) Schemes for 1-D Transport journal January 2015
Implicit–explicit (IMEX) Runge–Kutta methods for non-hydrostatic atmospheric models journal January 2018
A Review of Riemann Solvers for Hypersonic Flows journal October 2021
A sequel to AUSM, Part II: AUSM+-up for all speeds journal May 2006
Euler solutions using flux-based wave decomposition journal January 2007
High-Order Finite-Volume Transport on the Cubed Sphere: Comparison between 1D and 2D Reconstruction Schemes journal July 2015
Large-Eddy Simulation of the Atmospheric Boundary Layer journal August 2020
Idealized global nonhydrostatic atmospheric test cases on a reduced-radius sphere: REDUCED-RADIUS SPHERE TEST CASES journal July 2015
CAM-SE: A scalable spectral element dynamical core for the Community Atmosphere Model journal November 2011
A low communication and large time step explicit finite-volume solver for non-hydrostatic atmospheric dynamics journal February 2011
Mixed finite elements for numerical weather prediction journal August 2012
Learning data-driven discretizations for partial differential equations journal July 2019
Portable C++ Code that can Look and Feel Like Fortran Code with Yet Another Kernel Launcher (YAKL) journal December 2022
Split form nodal discontinuous Galerkin schemes with summation-by-parts property for the compressible Euler equations journal December 2016
Total energy and potential enstrophy conserving schemes for the shallow water equations using Hamiltonian methods – Part 1: Derivation and properties journal January 2017
A high‐order WENO‐limited finite‐volume algorithm for atmospheric flow using the ADER‐differential transform time discretization journal March 2021
Approximate Riemann solvers, parameter vectors, and difference schemes journal October 1981
High Order Strong Stability Preserving Time Discretizations journal September 2008