Estimating Transmissivity in One‐Dimensional Heterogeneous Aquifers With Groundwater Head Data: From Time or Frequency Perspectives

IF 5 1区 地球科学 Q2 ENVIRONMENTAL SCIENCES
Jiong Zhu, Yuanyuan Zha, Walter A. Illman, Dong Xu
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引用次数: 0

Abstract

Time series of groundwater head in a semi‐infinite, one‐dimensional confined aquifer due to variable boundary forcing can be decomposed into two signals: head rise from a sudden boundary increase, and head fluctuation from boundary sinusoidal changes. Analyzed from time and frequency domains, these signals reconstruct the original series via convolution or superposition, offering insights into transmissivity (T). In this study, the time‐domain head data and frequency‐domain fluctuation data are used to estimate T. For a two‐zone aquifer with a pair of T values, the information content on T from the head at a given time is similar to that of the amplitude of the fluctuation at a certain frequency. In addition, the phase shift of the fluctuation also contains non‐redundant information on T. We introduce two concepts, that is, equivalent and interpreted T, to describe representative T, with which homogeneous aquifer can produce the same head/amplitude/phase shift signal and its temporal/frequency derivative as those observed in a heterogeneous aquifer. By applying Fréchet kernels as a spatial weight, we provide a connection between equivalent/interpreted T and the heterogeneous spatial distribution of T. Based on Monte Carlo simulations, we compare the equivalent/interpreted T against the local‐scale geometric mean T. The equivalent T from high‐frequency phase shift produces the better estimation. Finally, we investigate the effectiveness of observations at different frequencies and times for estimating heterogeneous T during a hydraulic tomography survey. The results show the amplitude and phase shift of multi‐frequency fluctuations can better characterize aquifer heterogeneity than head from the time‐domain perspective alone.
利用地下水头数据估算一维非均质含水层的透射率:从时间或频率的角度
半无限大的一维承压含水层在变边界强迫作用下的水头时间序列可以分解为两个信号:由边界突然增加引起的水头上升和由边界正弦变化引起的水头波动。从时域和频域分析,这些信号通过卷积或叠加重建原始序列,提供对透射率(T)的见解。本文采用时域水头数据和频域波动数据来估计T。对于具有一对T值的两区含水层,给定时间水头在T上的信息量与某一频率下波动幅度的信息量相似。此外,波动的相移也包含了T的非冗余信息。我们引入了两个概念,即等效和解释T,来描述具有代表性的T,均匀含水层可以产生与非均匀含水层相同的水头/幅度/相移信号及其时间/频率导数。通过使用frcims核作为空间权重,我们提供了等效/解释T与T的异质空间分布之间的联系。基于蒙特卡罗模拟,我们将等效/解释T与局部尺度几何平均T进行了比较。最后,我们研究了在水力层析测量期间,不同频率和时间的观测值对估计非均匀T的有效性。结果表明,多频波动的幅值和相移比仅从时域角度来表征含水层非均质性更好。
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
Water Resources Research
Water Resources Research 环境科学-湖沼学
CiteScore
8.80
自引率
13.00%
发文量
599
审稿时长
3.5 months
期刊介绍: Water Resources Research (WRR) is an interdisciplinary journal that focuses on hydrology and water resources. It publishes original research in the natural and social sciences of water. It emphasizes the role of water in the Earth system, including physical, chemical, biological, and ecological processes in water resources research and management, including social, policy, and public health implications. It encompasses observational, experimental, theoretical, analytical, numerical, and data-driven approaches that advance the science of water and its management. Submissions are evaluated for their novelty, accuracy, significance, and broader implications of the findings.
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