An improved version of the piecewise parabolic method advection scheme: description and performance assessment in a bidimensional test case with stiff chemistry in toyCTM v1.0.1

IF 4 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Geoscientific Model Development Pub Date : 2023-12-22 DOI:10.5194/gmd-16-7509-2023
S. Mailler, R. Pennel, L. Menut, A. Cholakian
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Abstract

Abstract. This study presents a novel method to estimate the performance of advection schemes in numerical experiments along with a semi-realistic, non-linear, stiff chemical system. This method is based on the examination of the “signature function”, an invariant of the advection equation. Apart from exposing this concept in a particular numerical test case, we show that a new numerical scheme based on a combination of the piecewise parabolic method (PPM) with the flux adjustments of Walcek outperforms both the PPM and the Walcek schemes for inert tracer advection as well as for advection of chemically active species. From a fundamental point of view, we think that our evaluation method, based on the invariance of the signature function under the effect of advection, offers a new way to evaluate objectively the performance of advection schemes in the presence of active chemistry. More immediately, we show that the new PPM + W (“piecewise parabolic method + Walcek”) advection scheme offers chemistry-transport modellers an alternative, high-performance scheme designed for Cartesian-grid Eulerian chemistry-transport models, with improved performance over the classical PPM scheme. The computational cost of PPM + W is not higher than that of PPM. With improved accuracy and controlled computational cost, this new scheme may find applications in other fields such as ocean models or atmospheric circulation models.
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改进版的片断抛物线法平流方案:在 toyCTM v1.0.1 中的二维硬化学测试案例中进行描述和性能评估
摘要本研究提出了一种新方法,用于在数值实验中估算平流方案的性能以及半现实、非线性、刚性化学系统的性能。该方法基于对 "特征函数 "的检验,"特征函数 "是平流方程的一个不变量。除了在一个特定的数值测试案例中揭示这一概念外,我们还表明,在惰性示踪剂平流以及化学活性物种平流方面,基于片断抛物线法(PPM)与 Walcek 通量调整相结合的新数值方案优于 PPM 和 Walcek 方案。从根本上说,我们认为我们的评估方法基于特征函数在平流作用下的不变性,为客观评估平流方案在活跃化学物质存在时的性能提供了一种新方法。更直接地说,我们证明了新的 PPM + W("piecewise parabolic method + Walcek")平流方案为化学传输建模者提供了另一种高性能方案,该方案专为笛卡尔网格欧拉化学传输模型而设计,其性能比经典的 PPM 方案有所提高。PPM + W 的计算成本并不比 PPM 高。随着精度的提高和计算成本的控制,这一新方案可能会在海洋模型或大气环流模型等其他领域得到应用。
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来源期刊
Geoscientific Model Development
Geoscientific Model Development GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
8.60
自引率
9.80%
发文量
352
审稿时长
6-12 weeks
期刊介绍: Geoscientific Model Development (GMD) is an international scientific journal dedicated to the publication and public discussion of the description, development, and evaluation of numerical models of the Earth system and its components. The following manuscript types can be considered for peer-reviewed publication: * geoscientific model descriptions, from statistical models to box models to GCMs; * development and technical papers, describing developments such as new parameterizations or technical aspects of running models such as the reproducibility of results; * new methods for assessment of models, including work on developing new metrics for assessing model performance and novel ways of comparing model results with observational data; * papers describing new standard experiments for assessing model performance or novel ways of comparing model results with observational data; * model experiment descriptions, including experimental details and project protocols; * full evaluations of previously published models.
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