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Technical Note: Reducing the spin-up time of integrated surface water–groundwater models

机译:技术说明:减少地表水-地下水集成模型的加速时间

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One of the main challenges in the application of coupled or integratedhydrologic models is specifying a catchment's initial conditions in terms ofsoil moisture and depth-to-water table (DTWT) distributions. One approach toreducing uncertainty in model initialization is to run the model recursivelyusing either a single year or multiple years of forcing data until the systemequilibrates with respect to state and diagnostic variables. However, such"spin-up" approaches often require many years of simulations, making themcomputationally intensive. In this study, a new hybrid approach was developedto reduce the computational burden of the spin-up procedure by using acombination of model simulations and an empirical DTWT function. Themethodology is examined across two distinct catchments located in a temperateregion of Denmark and a semi-arid region of Australia. Our results illustratethat the hybrid approach reduced the spin-up period required for anintegrated groundwater–surface water–land surface model (ParFlow.CLM) by upto 50%. To generalize results to different climate and catchmentconditions, we outline a methodology that is applicable to other coupled orintegrated modeling frameworks when initialization from an equilibrium stateis required.
机译:应用耦合水文模型或综合水文模型的主要挑战之一是根据土壤水分和水深表(DTWT)分布来指定流域的初始条件。减少模型初始化中不确定性的一种方法是使用一年或多年的强制数据来递归运行模型,直到系统在状态和诊断变量方面达到平衡。但是,这种“自旋”方法通常需要多年的模拟,这使得它们在计算上很费力。在这项研究中,通过结合模型仿真和经验DTWT函数,开发了一种新的混合方法来减轻旋转程序的计算负担。对位于丹麦温带地区和澳大利亚半干旱地区的两个不同流域的方法进行了检查。我们的结果表明,混合方法将地下水-地表水-土地表面综合模型(ParFlow.CLM)所需的加速时间缩短了50%。为了将结果概括为不同的气候和集水条件,当需要从平衡状态进行初始化时,我们概述了适用于其他耦合或集成建模框架的方法。

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