skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Numerical analyses of exponential time-differencing schemes for the solution of atmospheric models

Journal Article · · Quarterly Journal of the Royal Meteorological Society
DOI:https://doi.org/10.1002/qj.3975· OSTI ID:1783540
ORCiD logo [1];  [2];  [3]
  1. Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
  2. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
  3. Florida State Univ., Tallahassee, FL (United States)

In high-resolution numerical weather prediction models, fast-moving acoustic waves must be treated in a stable manner. Among the implicit–explicit (IMEX) schemes used for the solution of these models, horizontally explicit, vertically implicit (HEVI) methods show good stability and scalability on massively parallel machines. In this work, we present two classes of exponential time-differencing (ETD) methods for atmospheric models that use a HEVI splitting strategy, one being a three-stage method with the addition of artificial diffusion, the second based on a Strang splitting approach. Overall, the stability properties of the methods are analyzed and numerical examples are provided, which compare time-step restrictions and cost-to-accuracy ratios of the new methods with those for existing approaches.

Research Organization:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
89233218CNA000001; AC05-00OR22725; SC020418; DE‐SC020418
OSTI ID:
1783540
Alternate ID(s):
OSTI ID: 1782403; OSTI ID: 1818734
Report Number(s):
LA-UR-21-20326
Journal Information:
Quarterly Journal of the Royal Meteorological Society, Vol. 147, Issue 736; ISSN 0035-9009
Publisher:
Royal Meteorological SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (30)

Comparison of Some Schemes for Nonhydrostatic Models with Orography [山を取り扱える非静水圧モデルの各種計算スキームの比較] journal January 1988
Exponential time differencing for the tracer equations appearing in primitive equation ocean models journal June 2020
An efficient exponential time integration method for the numerical solution of the shallow water equations on the sphere journal October 2016
Efficiency and Accuracy of the Klemp-Wilhelmson Time-Splitting Technique journal November 1994
A New Class of Time Discretization Schemes for the Solution of Nonlinear PDEs journal December 1998
An edge-based unstructured mesh discretisation in geospherical framework journal July 2010
On the use of exponential time integration methods in atmospheric models journal May 2013
Runge–Kutta IMEX schemes for the Horizontally Explicit/Vertically Implicit (HEVI) solution of wave equations journal November 2013
Implicit–Explicit Multistep Methods for Fast-Wave–Slow-Wave Problems journal April 2012
Exponential Time Differencing for Stiff Systems journal March 2002
Exponential time differencing for mimetic multilayer ocean models journal December 2019
Implicit-Explicit Formulations of a Three-Dimensional Nonhydrostatic Unified Model of the Atmosphere (NUMA) journal January 2013
Exponential integrators with parallel-in-time rational approximations for the shallow-water equations on the rotating sphere journal July 2019
Exponential versus IMEX high-order time integrators for thermal convection in rotating spherical shells journal May 2014
Exponential integrators journal May 2010
An error analysis of the modified scaling and squaring method journal April 2007
Implicit-explicit Runge-Kutta methods for time-dependent partial differential equations journal November 1997
A multi-resolution approach to global ocean modeling journal September 2013
Operator-Split Runge–Kutta–Rosenbrock Methods for Nonhydrostatic Atmospheric Models journal April 2012
A new dynamical core for the Met Office's global and regional modelling of the atmosphere journal April 2005
On the Construction and Comparison of Difference Schemes journal September 1968
Implicit–explicit (IMEX) Runge–Kutta methods for non-hydrostatic atmospheric models journal January 2018
Strong Stability-Preserving High-Order Time Discretization Methods journal January 2001
Numerical analyses of Runge-Kutta implicit-explicit schemes for horizontally explicit, vertically implicit solutions of atmospheric models: Numerical Analyses of RK HEVI Solutions journal February 2014
The scaling and modified squaring method for matrix functions related to the exponential journal March 2009
Evaluation of Implicit‐Explicit Additive Runge‐Kutta Integrators for the HOMME‐NH Dynamical Core journal December 2019
Analysis and implementation of TR-BDF2 journal February 1996
Conservative Scheme for the Compressible Nonhydrostatic Models with the Horizontally Explicit and Vertically Implicit Time Integration Scheme journal May 2002
Explicit Exponential Runge--Kutta Methods for Semilinear Parabolic Problems journal January 2005
Conservative Split-Explicit Time Integration Methods for the Compressible Nonhydrostatic Equations journal August 2007

Similar Records

Exponential time differencing for the tracer equations appearing in primitive equation ocean models
Journal Article · Mon Jun 15 00:00:00 EDT 2020 · Computer Methods in Applied Mechanics and Engineering · OSTI ID:1783540

Implicit–explicit (IMEX) Runge–Kutta methods for non-hydrostatic atmospheric models
Journal Article · Tue Apr 17 00:00:00 EDT 2018 · Geoscientific Model Development (Online) · OSTI ID:1783540

Localized Exponential Time Differencing Method for Shallow Water Equations: Algorithms and Numerical Study
Journal Article · Sun Nov 01 00:00:00 EDT 2020 · Communications in Computational Physics · OSTI ID:1783540