2D and 3D Subsurface Resistivity Imaging Using a Constrained Least-Squares Algorithm
نویسندگان
چکیده
− This work describes a single-step constrained least-squares algorithm able to image underground electrical resistivity distributions. Using an approximate analytical solution for a spherical object embedded in a homogeneous medium yields synthetic data. A 16-electrode array yields 104 independent measurements. Shifting the electrode array parallel to itself permits us to obtain 3D images. The image reconstruction algorithm needs to calculate a damping factor in order to obtain a useful image. The L-curve method calculates a suitable damping factor automatically. However, an experimental trial-and-error refinement improves the accuracy in target detection. Experimental measurements involving spherical and cylindrical objects immersed in a water tank validate the proposed algorithm. Images deteriorate for deeper targets, particularly for spherical objects. Cylindrical objects whose axis is perpendicular to the electrode array are described by a 2D cross section, which need a reduced number of voltage measurements. Taking a reference measurement before immersing the objects in the water tank reduces errors in the reconstructed image because of the uncertainty in electrode positioning and the finite dimensions of the tank. A field survey carried out on a farm field has permitted us to detect a 1 m plastic tube 16 cm in diameter, buried at 24 cm depth. The reconstruction algorithm is fast because it is non-iterative and takes only a few seconds to image the subsurface on a portable personal computer.
منابع مشابه
Subsurface cavity detection in a karst environment using electrical resistivity (er): a case study from yongweol-ri, South Korea
Karst voids were encountered during road construction in Yongweol-ri, South Korea Attempts to determine the extent of the karst voids through drilling was expensive, time-consuming and too dangerous An electrical resistivity survey was thus carried out to investigate current subsurface geology beneath the proposed road network This investigation was aimed at imaging karstic voids and detecting ...
متن کاملA comparison of the Gauss–Newton and quasi-Newton methods in resistivity imaging inversion
The smoothness-constrained least-squares method is widely used for two-dimensional (2D) and three-dimensional (3D) inversion of apparent resistivity data sets. The Gauss–Newton method that recalculates the Jacobian matrix of partial derivatives for all iterations is commonly used to solve the least-squares equation. The quasi-Newton method has also been used to reduce the computer time. In this...
متن کاملDimensionality analysis of subsurface structures in magnetotellurics using different methods (a case study: oil field in Southwest of Iran)
Magnetotelluric (MT) method is an electromagnetic technique that uses the earth natural field to map the electrical resistivity changes in subsurface structures. Because of the high penetration depth of the electromagnetic fields in this method (tens of meters to tens of kilometers), the MT data is used to investigate the shallow to deep subsurface geoelectrical structures and their dimensions....
متن کاملMT2DInvMatlab - A program in MATLAB and FORTRAN for two-dimensional magnetotelluric inversion
MT2DInvMatlab is an open-source MATLAB software package for two-dimensional (2D) inversion of magnetotelluric (MT) data; it is written in mixed languages of MATLAB and FORTRAN. MT2DInvMatlab uses the finite element method (FEM) to compute 2D MTmodel responses, and smoothness-constrained least-squares inversion with a spatially variable regularization parameter algorithm to stabilize the inversi...
متن کامل2D and 3D geoelectrical resistivity imaging: Theory and field design
The development of resistivity surveying techniques has been very rapid in the last three decades. The advent of automated data acquisition systems, inversion codes, and easy access to powerful and fast computers has tremendously increased the practical applicability of the geophysical method. Geoelectrical resistivity imaging is increasingly being used in environmental, engineering and hydrolo...
متن کامل