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Accuracy and efficiency of time integration methods for 1D diffusive wave equation

机译:一维扩散波方程时间积分方法的精度和效率

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摘要

The diffusive wave approximation of the Saint-Venant equations is commonly used in hydrological models to describe surface flow processes. Numerous numerical approaches can be used to solve this highly nonlinear equation. Nonlinear time integration schemes-also called methods of lines (MOL)-were proven very efficient to solve other nonlinear problems in geosciences but were never considered to deal with surface flow modeling with the diffusive wave equation. In this paper, we study the relative performance of different time and space integration schemes by comparing the results obtained with classical approaches and with nonlinear time integration approaches. The results show that (ⅰ) the integration method with a higher order in space shows high accuracy regarding an integrated indicator such as the global mass balance error but is less accurate regarding local indicators, and (ⅱ) nonlinear time integration techniques perform better than classical ones. Overall, it seems that integration techniques combining nonlinear time integration and a low spatial order need to be considered when developing hydrological modeling tools owing to their simplicity of implementation and very good performance.
机译:在水文模型中通常使用Saint-Venant方程的扩散波近似来描述地表流过程。可以使用多种数值方法来求解此高度非线性的方程。非线性时间积分方案(也称为线方法(MOL))已被证明非常有效地解决了地球科学中的其他非线性问题,但从未考虑使用扩散波方程来处理地表流建模。在本文中,我们通过比较经典方法和非线性时间积分方法获得的结果,研究了不同时间和空间积分方案的相对性能。结果表明:(ⅰ)在空间上具有较高阶的积分方法对诸如整体质量平衡误差之类的积分指标显示出较高的准确性,但对于局部指标而言则不那么准确;并且(ⅱ)非线性时间积分技术的性能优于经典方法那些。总体而言,似乎在开发水文建模工具时需要考虑将非线性时间积分和低空间阶次相结合的积分技术,因为它们实现起来很简单且性能非常好。

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