Wavelet Analysis of Steady State Groundwater Flow in a Bounded Domain
Publication: World Environmental and Water Resources Congress 2010: Challenges of Change
Abstract
Wavelet analysis involves an integral transform of, for example, a hydraulic conductivity field, using a wavelet as the kernel of the transform. A wavelet is a function that is non-zero only over a finite region; therefore the wavelet transform analyzes only a subset of the data set. The wavelet is shifted to analyze different subsets of the data set, and it is scaled to analyze different scales of the data set. In this study wavelet analysis is used to investigate the relationship between the spatial variability of hydraulic conductivity and the spatial variability of hydraulic head in a one-dimensional confined aquifer. We perform wavelet analysis and calculate the local wavelet energy spectrum (LWES), which provides information about dominant length scales at each position in the domain. We generate sets of bounded, one- dimensional, stationary hydraulic conductivity fields with known statistical properties and we run numerical flow simulations, with constant head boundaries, using these fields. We use wavelet analysis to analyze the dominant scales in both the hydraulic conductivity fields and resulting non-stationary head fields, and we explore the relationships between hydrogeologic parameters, dominant scales in the hydraulic conductivity fields and dominant scales in the head fields.
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© 2010 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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