Numerical Approximation of the Fractional Model of Atmospheric Dynamics of CO2 Using the Gegenbauer Wavelet Collocation Method

IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Advanced Theory and Simulations Pub Date : 2025-02-16 DOI:10.1002/adts.202401463
Manohara G, Kumbinarasaiah S
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Abstract

This work provides an understanding of the fractional order nonlinear mathematical model that describes the dynamic variation of carbon dioxide ( C O 2 ) $C{{O}_2})$ gas atmospheric concentration. The impact of changes in the human population R ( ξ ) $R\operatorname{(}\xi )$ and forest biomass T ( ξ ) $T\operatorname{(}\xi )$ on the dynamics of C O 2 $C{{O}_2}$ gas concentration in the atmosphere is also highlighted in this work. It investigates the model's solution by applying an effective wavelet method known as the Gegenbauer wavelet collocation method (GWCM). The considered model is a nonlinear coupled system of fractional ordinary differential equations (SFODEs). The operational matrices of integration are constructed using the Gegenbauer wavelets. Processing is accelerated by utilizing the properties of the Gegenbauer wavelet expansions and the operational matrix of integration to convert nonlinear SFODEs into a system of algebraic equations. The Newton-iterative strategy is used to solve this system of algebraic equations to determine the unknown coefficients and to arrive at an approximate solution. Numerical illustration demonstrates the method's effectiveness and accuracy. In addition to demonstrating the effectiveness of the applied strategy, the results show that it is appropriate for high approximations of the atmospheric C O 2 $C{{O}_2}$ gas concentration fractional model solution. All the numerical computations are carried out with the help of Mathematica software.

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基于Gegenbauer小波配点法的CO2大气动力学分数阶模型数值逼近
这项工作提供了分数阶非线性数学模型的理解,该模型描述了二氧化碳(C²O2)$C{{O}_2})$大气浓度的动态变化。人口R (ξ)$R\operatorname{(}\xi)$和森林生物量T (ξ)$T\operatorname{(}\xi)$的变化对大气中C²O2$C{{O}_2}$气体浓度的动态影响也在本工作中得到了强调。通过应用一种有效的小波方法——Gegenbauer小波搭配法(GWCM),研究了该模型的解。所考虑的模型是分数阶常微分方程(SFODEs)的非线性耦合系统。利用Gegenbauer小波构造了积分的运算矩阵。利用Gegenbauer小波展开和积分运算矩阵的性质,将非线性SFODEs转换为代数方程组,从而加快了处理速度。采用牛顿迭代策略求解该代数方程组,确定未知系数并得到近似解。数值算例验证了该方法的有效性和准确性。结果表明,该方法适用于大气C²O2$C{{O}_2}$气体浓度分数阶模型解的高近似。所有数值计算都是在Mathematica软件的帮助下进行的。
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来源期刊
Advanced Theory and Simulations
Advanced Theory and Simulations Multidisciplinary-Multidisciplinary
CiteScore
5.50
自引率
3.00%
发文量
221
期刊介绍: Advanced Theory and Simulations is an interdisciplinary, international, English-language journal that publishes high-quality scientific results focusing on the development and application of theoretical methods, modeling and simulation approaches in all natural science and medicine areas, including: materials, chemistry, condensed matter physics engineering, energy life science, biology, medicine atmospheric/environmental science, climate science planetary science, astronomy, cosmology method development, numerical methods, statistics
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