Schuler P, Duran L, Johnston P, Gill L
Department of Civil, Structural and Environmental Engineering Trinity College Dublin Dublin Ireland.
Irish Centre for Research in Applied Geosciences (ICRAG) Dublin Ireland.
Water Resour Res. 2020 Nov;56(11):e2020WR027717. doi: 10.1029/2020WR027717. Epub 2020 Nov 4.
Karstified carbonate aquifers are highly heterogeneous systems characterized by multiple recharge, flow, and discharge components. The quantification of the relative contribution of these components, as well as their numerical representation, remains a challenge. This paper identifies three recharge components in the time and frequency domain. While the analysis in the time domain follows traditional approaches, the analysis of the power spectrum allows frequencies associated with specific spectral coefficients and noise types to be distinguished more objectively. The analysis follows the presented hypothesis that the different frequency-noise components are the result of aquifer heterogeneity transforming the random rainfall input into a sequence of non-Gaussian signals. The distinct signals are then numerically represented in the context of a semidistributed pipe network model in order to simulate recharge, flow, and discharge of an Irish karst catchment more realistically. By linking the power spectra of the modeled recharge components with the spectra of the spring discharge, the information usually gained by classical performance indicators is significantly widened. The modeled spring discharge is well matched in the time and frequency domain, yet the different recharge dynamics explain the signal of the aquifer outlet in different noise domains across the spectrum. This study demonstrates the conjunctive use of frequency analysis in conceptualization of a hydrological system together with modeling and evaluation.
岩溶碳酸盐含水层是高度非均质的系统,其特征是具有多种补给、径流和排泄成分。量化这些成分的相对贡献及其数值表示仍然是一个挑战。本文在时域和频域中识别出三种补给成分。虽然时域分析遵循传统方法,但功率谱分析能够更客观地区分与特定频谱系数和噪声类型相关的频率。该分析遵循所提出的假设,即不同的频率噪声成分是含水层非均质性将随机降雨输入转化为一系列非高斯信号的结果。然后,在半分布式管网模型的背景下对这些不同的信号进行数值表示,以便更真实地模拟爱尔兰岩溶集水区的补给、径流和排泄。通过将模拟补给成分的功率谱与泉水流量的谱相联系,通常由经典性能指标获得的信息得到了显著扩展。模拟的泉水流量在时域和频域中都匹配良好,但不同的补给动态在整个频谱的不同噪声域中解释了含水层出口的信号。本研究展示了频率分析在水文系统概念化以及建模和评估中的联合应用。