Continental Scale Hydrostratigraphy: Basin-Scale Testing of Alternative Data-Driven Approaches

IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY
Groundwater Pub Date : 2023-09-28 DOI:10.1111/gwat.13357
Danielle Tijerina-Kreuzer, Jackson S. Swilley, Hoang V. Tran, Jun Zhang, Benjamin West, Chen Yang, Laura E. Condon, Reed M. Maxwell
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引用次数: 0

Abstract

Integrated hydrological modeling is an effective method for understanding interactions between parts of the hydrologic cycle, quantifying water resources, and furthering knowledge of hydrologic processes. However, these models are dependent on robust and accurate datasets that physically represent spatial characteristics as model inputs. This study evaluates multiple data-driven approaches for estimating hydraulic conductivity and subsurface properties at the continental-scale, constructed from existing subsurface dataset components. Each subsurface configuration represents upper (unconfined) hydrogeology, lower (confined) hydrogeology, and the presence of a vertical flow barrier. Configurations are tested in two large-scale U.S. watersheds using an integrated model. Model results are compared to observed streamflow and steady state water table depth (WTD). We provide model results for a range of configurations and show that both WTD and surface water partitioning are important indicators of performance. We also show that geology data source, total subsurface depth, anisotropy, and inclusion of a vertical flow barrier are the most important considerations for subsurface configurations. While a range of configurations proved viable, we provide a recommended Selected National Configuration 1 km resolution subsurface dataset for use in distributed large-and continental-scale hydrologic modeling.

Abstract Image

大陆尺度水文地层学:替代数据驱动方法的盆地尺度测试。
综合水文建模是了解水文循环各部分之间相互作用、量化水资源和进一步了解水文过程的有效方法。然而,这些模型依赖于稳健和准确的数据集,这些数据集在物理上表示空间特征作为模型输入。本研究评估了多种数据驱动的方法,用于估计大陆尺度的水力传导率和地下特性,这些方法是由现有的地下数据集组成部分构建的。每个地下构造代表上部(无限制)水文地质、下部(受限)水文地质和垂直流动屏障的存在。配置使用集成模型在美国的两个大型流域进行了测试。将模型结果与观测到的流量和稳态地下水位深度(WTD)进行了比较。我们提供了一系列配置的模型结果,并表明WTD和地表水分配都是性能的重要指标。我们还表明,地质数据源、地下总深度、各向异性和包含垂直流动屏障是地下配置的最重要考虑因素。虽然一系列配置被证明是可行的,但我们提供了一个推荐的选定国家配置1公里分辨率的地下数据集,用于分布式大型和大陆尺度的水文建模。这篇文章受版权保护。保留所有权利。
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
Groundwater
Groundwater 环境科学-地球科学综合
CiteScore
4.80
自引率
3.80%
发文量
0
审稿时长
12-24 weeks
期刊介绍: Ground Water is the leading international journal focused exclusively on ground water. Since 1963, Ground Water has published a dynamic mix of papers on topics related to ground water including ground water flow and well hydraulics, hydrogeochemistry and contaminant hydrogeology, application of geophysics, groundwater management and policy, and history of ground water hydrology. This is the journal you can count on to bring you the practical applications in ground water hydrology.
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