TR32-Database: Database of Transregio 32

[1203] - Debye decomposition of time-lapse spectral induced polarisation data

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Features
Citation
Weigand, M., Kemna, A., 2016. Debye decomposition of time-lapse spectral induced polarisation data. Computers & Geosciences, 34 - 45. DOI: 10.1016/j.cageo.2015.09.021.
Identification
Title(s):Main Title: Debye decomposition of time-lapse spectral induced polarisation data
Description(s):Abstract: Spectral induced polarisation (SIP) measurements capture the low-frequency electrical properties of soils and rocks and provide a non-invasive means to access lithological, hydrogeological, and geochemical properties of the subsurface. The Debye decomposition (DD) approach is now increasingly being used to analyse SIP signatures in terms of relaxation time distributions due to its flexibility regarding the shape of the spectra. Imaging and time-lapse (monitoring) SIP measurements, capturing SIP variations in space and time, respectively, are now more and more conducted and lead to a drastic increase in the number of spectra considered, which prompts the need for robust and reliable DD tools to extract quantitative parameters from such data. We here present an implementation of the DD method for the analysis of a series of SIP data sets which are expected to only smoothly change in terms of spectral behaviour, such as encountered in many time-lapse applications where measurement geometry does not change. The routine is based on a non-linear least-squares inversion scheme with smoothness constraints on the spectral variation and in addition from one spectrum of the series to the next to deal with the inherent ill-posedness and non-uniqueness of the problem. By means of synthetic examples with typical SIP characteristics we elucidate the influence of the number and range of considered relaxation times on the inversion results. The source code of the presented routines is provided under an open source licence as a basis for further applications and developments.
Identifier(s):DOI: 10.1016/j.cageo.2015.09.021
Responsible Party
Creator(s):Author: Maximilian Weigand
Author: Andreas Kemna
Publisher:Elsevier Ltd., Amsterdam, The Netherlands
Topic
TR32 Topic:Other
Related Sub-project(s):B6
Subject(s):CRC/TR32 Keywords: Geophysics, SIP, Inversion
File Details
File Name:Weigand_Kemna_2015.pdf
Data Type:Text
File Size:2518 kB (2.459 MB)
Date(s):Available: 2015-09-28
Date Accepted: 2015-09-25
Mime Type:application/pdf
Data Format:PDF
Language:English
Status:Completed
Constraints
Download Permission:OnlyTR32
General Access and Use Conditions:According to the TR32DB data policy agreement.
Access Limitations:According to the TR32DB data policy agreement.
Licence:TR32DB Data policy agreement
Geographic
North:-no map data
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Measurement Region:None
Measurement Location:--None--
Specific Informations - Publication
Status:Published
Review:PeerReview
Year:2016
Type:Article
Source:Computers & Geosciences
Number Of Pages:12
Page Range:34 - 45
Metadata Details
Metadata Creator:Shari van Treeck
Metadata Created:2015-11-23
Metadata Last Updated:2016-04-18
Subproject:B6
Funding Phase:3
Metadata Language:English
Metadata Version:V41
Dataset Metrics
Page Visits:135
Metadata Downloads:0
Dataset Downloads:0
Dataset Activity
Features