On a Cross-Diffusion Model in Ecohydrology: Theory and Numerics

IF 1.2 4区 数学 Q2 MATHEMATICS, APPLIED
Iván Moreno-Villamil, Diego A. Rueda-Gómez, Élder J. Villamizar-Roa
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引用次数: 0

Abstract

In this paper, we consider a version of the mathematical model introduced in (Wang et al. in Commun. Nonlinear Sci. Numer. Simul. 42:571–584, 2017) to describe the interaction between vegetation and soil water in arid environments. The model corresponds to a nonlinear parabolic coupled system of partial differential equations, with non-flux boundary conditions, which incorporates, in addition to the natural diffusion of water and plants, a cross-diffusion term given by the hydraulic diffusivity due to the suction of water by the roots. The model also considers a monotonously decreasing vegetation death rate capturing the infiltration feedback between plants and ground water. We first prove the existence and uniqueness of global solutions in a large class of initial data, allowing non-regular ones. These solutions are in a mild setting and under additional regularity assumptions on the initial data and the domain, they are classical. Second, we propose a fully discrete numerical scheme, based on a semi-implicit Euler discretization in time and finite element discretization (with “mass-lumping”) in space, for approximating the solutions of the continuous model. We prove the well-posedness of the numerical scheme and some qualitative properties of the discrete solutions including, positivity, uniform weak and strong estimates, convergence towards strong solutions and optimal error estimates. Finally, we present some numerical experiments in order to showcase the good behavior of the numerical scheme including the formation of Turing patterns, as well as to validate the convergence order in the error estimates obtained in the theoretical analysis.

生态水文学的交叉扩散模型:理论与数值
在本文中,我们考虑了(Wang et al.)在common中引入的数学模型的一个版本。非线性科学。号码。(生物学报,42:57 - 584,2017)描述了干旱环境下植被与土壤水分的相互作用。该模型对应于一个非线性抛物型耦合偏微分方程系统,具有非通量边界条件,除了包含水和植物的自然扩散外,还包含由根吸水引起的水力扩散率给出的交叉扩散项。该模型还考虑了单调递减的植被死亡率,并捕捉了植物与地下水之间的入渗反馈。我们首先证明了一大类初始数据的全局解的存在唯一性,允许非正则解。这些解决方案是在一个温和的环境下,在初始数据和域的额外规则假设下,它们是经典的。其次,我们提出了一种完全离散的数值格式,基于时间上的半隐式欧拉离散化和空间上的有限元离散化(带有“质量集总”),用于逼近连续模型的解。我们证明了数值格式的适定性和离散解的一些定性性质,包括正性、一致的弱估计和强估计、向强解收敛和最优误差估计。最后,我们通过一些数值实验来展示该数值方案的良好性能,包括图灵模式的形成,并验证了理论分析中得到的误差估计的收敛顺序。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Acta Applicandae Mathematicae
Acta Applicandae Mathematicae 数学-应用数学
CiteScore
2.80
自引率
6.20%
发文量
77
审稿时长
16.2 months
期刊介绍: Acta Applicandae Mathematicae is devoted to the art and techniques of applying mathematics and the development of new, applicable mathematical methods. Covering a large spectrum from modeling to qualitative analysis and computational methods, Acta Applicandae Mathematicae contains papers on different aspects of the relationship between theory and applications, ranging from descriptive papers on actual applications meeting contemporary mathematical standards to proofs of new and deep theorems in applied mathematics.
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