Characterization of Subsurface Heterogeneity Using Transient Hydraulic and Tracer Tomography
Abstract (Summary)
Transient hydraulic tomography (THT) is a cost-effective technique for
characterizing the heterogeneity of hydraulic parameters in the subsurface. In this study
we developed an efficient sequential successive linear estimator (SSLE) for interpreting
head data from transient hydraulic tomography to estimate three dimensional hydraulic
conductivity and specific storage fields. We first analyzed the cross correlation between
transient head data and hydraulic parameters and covariance of transient heads using a
hypothetical one dimensional aquifer. This analysis led to an efficient way to interpret
transient heads. The SSLE was then tested using a well-posed problem and an ill-posed
problem. To affirm the robustness of our approach, we applied transient hydraulic
tomography to a hypothetical three-dimensional heterogeneous aquifer.
Our SSLE approach involves solving adjoint equations during the sensitivity
analysis for transient flow, which creates greater computational cost than steady state
hydraulic tomography. To reduce the computational cost, we developed an estimation
approach that utilizes the zeroth and first temporal moments of well hydrographs, instead
of drawdown itself. The governing equations and adjoint equations for the temporal
moments are Poisson’s equations. These equations demand less computational resources
as opposed to the parabolic equation that governs drawdown evolution. Therefore, a
temporal moment approach is expected to expedite the interpretation of THT surveys.
Based on this premise, we extended our sequential successive linear estimator (SSLE) to
use the zeroth moment and characteristic time of the drawdown-recovery data generated
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by THT surveys. We subsequently investigated computational efficiency and accuracy of
the moment approach using a synthetic aquifer.
We further extended the hydraulic tomography concept to tracer tomography for
characterizing NAPL (Non-aqueous phase liquid) source zones. Similar to a hydraulic
tomographic survey, a tracer tomography survey sequentially injects tracers at a selected
well and monitors tracer breakthroughs at other wells in a NAPL source zone to detect
the distribution of NAPL’s. To quantitatively interpret the breakthroughs from the tracer
tomography, a joint stochastic estimation technique was developed. The method is an
extension of the SSLE used for interpreting hydraulic tomography surveys. The
technology was tested and investigated using a synthetic aquifer contaminated with a
single component NAPL.
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Bibliographical Information:
Advisor:
School:The University of Arizona
School Location:USA - Arizona
Source Type:Master's Thesis
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