Validation of hydraulic tomography in an unconfined aquifer: A controlled sandbox study

被引:34
|
作者
Zhao, Zhanfeng [1 ]
Illman, Walter A. [1 ]
Yeh, Tian-Chyi J. [2 ]
Berg, Steven J. [1 ,3 ]
Mao, Deqiang [4 ]
机构
[1] Univ Waterloo, Dept Earth & Environm Sci, Waterloo, ON N2L 3G1, Canada
[2] Univ Arizona, Dept Hydrol & Water Resources, Tucson, AZ 85721 USA
[3] Aquanty Inc, Waterloo, ON, Canada
[4] Colorado Sch Mines, Dept Geophys, Golden, CO 80401 USA
基金
加拿大自然科学与工程研究理事会; 加拿大创新基金会; 美国国家科学基金会;
关键词
GEOSTATISTICAL INVERSE METHOD; VARIABLY SATURATED FLOW; SOLUTE TRANSPORT; PUMPING TESTS; CONDUCTIVITY; MODEL; HETEROGENEITY; FIELD; PREDICTIONS; HEAD;
D O I
10.1002/2015WR016910
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, we demonstrate the effectiveness of hydraulic tomography (HT) that considers variably saturated flow processes in mapping the heterogeneity of both the saturated and unsaturated zones in a laboratory unconfined aquifer. The successive linear estimator (SLE) developed by Mao et al. (2013c) for interpreting HT in unconfined aquifers is utilized to obtain tomograms of hydraulic conductivity (K), specific storage (S-s), and the unsaturated zone parameters (pore size parameter () and saturated water content ((s))) for the Gardner-Russo's model. The estimated tomograms are first evaluated by visually comparing them with stratigraphy visible in the sandbox. Results reveal that the HT analysis is able to accurately capture the location and extent of heterogeneity including high and low K layers within the saturated and unsaturated zones, as well as reasonable distribution patterns of and (s) for the Gardner-Russo's model. We then validate the estimated tomograms through predictions of drawdown responses of pumping tests not used during the inverse modeling effort. The strong agreement between simulated and observed drawdown curves obtained by pressure transducers and tensiometers demonstrates the robust performance of HT that considers variably saturated flow processes in unconfined aquifers and the unsaturated zone above it. In addition, compared to the case using the homogeneous assumption, HT results, as expected, yield significantly better predictions of drawdowns in both the saturated and unsaturated zones. This comparison further substantiates the unbiased and minimal variance of HT analysis with the SLE algorithm.
引用
收藏
页码:4137 / 4155
页数:19
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