LuKARS 3.0:用于模拟喀斯特含水层水流和运移过程的高性能计算软件

IF 4.6 2区 环境科学与生态学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Beatrice Richieri , Vianney Sivelle , Andreas Hartmann , David Labat , Muhammad Muniruzzaman , Gabriele Chiogna
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引用次数: 0

摘要

我们推出了LuKARS 3.0,这是LuKARS半分布式岩溶模拟模型的优化和灵活版本,旨在提高排放和反应输运模拟的计算效率。代码优化和灵活的模型结构使广泛的敏感性和不确定性分析成为可能。我们用三个应用程序来演示它。首先,我们测试了运行时的减少,实现了420倍的减少。其次,我们实施了莫里斯灵敏度分析,产生了与主动子空间方法相当的结果。第三,我们进行了结构和参数不确定性联合分析,揭示了增加水合物并不一定会提高模型的性能。此外,我们将LuKARS 3.0与IPhreeqc结合,实现了基于完全混合的溶质输运模型。结果表明,单独的排放性能指标可能无法完全捕获溶质传输动力学,这突出了多目标方法的必要性。这些进步使LuKARS 3.0成为大规模喀斯特水文研究的强大工具,未来的应用旨在整合化学反应和增强水资源管理的不确定性分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

LuKARS 3.0: a high-performance computing software to model flow and transport processes in karst aquifers

LuKARS 3.0: a high-performance computing software to model flow and transport processes in karst aquifers
We introduce LuKARS 3.0, an optimized and flexible version of the LuKARS semi-distributed karst simulation model, designed for improved computational efficiency in discharge and reactive transport simulations. Code optimization and a flexible model structure enabled extensive sensitivity and uncertainty analyses. We demonstrate it with three applications. First, we tested the reduction in runtime, achieving a 420-fold decrease. Second, we implemented the Morris sensitivity analysis, producing results comparable to the active subspace method. Third, we performed combined structural and parametric uncertainty analyses revealing that increasing hydrotopes does not necessarily enhance model performance. Additionally, we couple LuKARS 3.0 with IPhreeqc to implement a solute transport model based on complete mixing. Results show that discharge performance metrics alone may not fully capture solute transport dynamics, highlighting the need for a multi-objective approach. These advancements make LuKARS 3.0 a powerful tool for large-scale karst hydrology studies, with future applications aimed at integrating chemical reactions and enhancing uncertainty analyses for water resource management.
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来源期刊
Environmental Modelling & Software
Environmental Modelling & Software 工程技术-工程:环境
CiteScore
9.30
自引率
8.20%
发文量
241
审稿时长
60 days
期刊介绍: Environmental Modelling & Software publishes contributions, in the form of research articles, reviews and short communications, on recent advances in environmental modelling and/or software. The aim is to improve our capacity to represent, understand, predict or manage the behaviour of environmental systems at all practical scales, and to communicate those improvements to a wide scientific and professional audience.
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