Suppression of very low frequency radio noise in transient electromagnetic data with semi-tapered gates

<p>The transient electromagnetic method (TEM) is widely used for mapping subsurface resistivity structures, but data are inevitably contaminated by noise from various sources. It is common practice to gate signals from TEM systems to reduce the amount of data and improve the signal-to-noise ra...

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Main Authors: J. J. Larsen, S. S. Pedersen, N. Foged, E. Auken
Format: Article
Language:English
Published: Copernicus Publications 2021-04-01
Series:Geoscientific Instrumentation, Methods and Data Systems
Online Access:https://gi.copernicus.org/articles/10/81/2021/gi-10-81-2021.pdf
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spelling doaj-fb42da2546474ec1b852ca39ac110f682021-04-15T05:49:12ZengCopernicus PublicationsGeoscientific Instrumentation, Methods and Data Systems2193-08562193-08642021-04-0110819010.5194/gi-10-81-2021Suppression of very low frequency radio noise in transient electromagnetic data with semi-tapered gatesJ. J. Larsen0J. J. Larsen1S. S. Pedersen2S. S. Pedersen3N. Foged4N. Foged5E. Auken6Department of Engineering, Aarhus University, Finlandsgade 22, 8200 Aarhus N, DenmarkWATEC, Aarhus University Centre for Water Technology, Ny Munkegade 120, 8000 Aarhus C, DenmarkHydrogeophysics Group, Department of Geoscience, Aarhus University, C. F. Møllers Alle 4, 8000 Aarhus C, DenmarkDepartment of Physics and Astronomy, Aarhus University, Ny Munkegade 120, 8000 Aarhus C, DenmarkHydrogeophysics Group, Department of Geoscience, Aarhus University, C. F. Møllers Alle 4, 8000 Aarhus C, DenmarkWATEC, Aarhus University Centre for Water Technology, Ny Munkegade 120, 8000 Aarhus C, DenmarkGeological Survey of Denmark and Greenland, Øster Voldgade 10, 1350 Copenhagen, Denmark<p>The transient electromagnetic method (TEM) is widely used for mapping subsurface resistivity structures, but data are inevitably contaminated by noise from various sources. It is common practice to gate signals from TEM systems to reduce the amount of data and improve the signal-to-noise ratio (SNR). Gating acts as a filter, and optimum gating will pass the TEM signal un-attenuated while suppressing noise. In systems based on analog boxcar integrators, the gating corresponds to filtering with a square window. The frequency response of this window shape has large side lobes, which are often insufficient in attenuating noise, e.g., from radio signals in the very low frequency (VLF) 3–30 kHz band. Tapered gates have better side lobe suppression and attenuate noise better, but tapering with analog boxcar integrators is difficult. We propose using many short boxcar gates, denoted sub-gates, and combine the sub-gates into semi-tapered gates to improve noise rejection at late gates where low signal normally leads to poor SNR. The semi-tapering approach is analyzed and tested experimentally on data from a roving TEM system. We quantify the effect of semi-tapered gates by computing an improvement factor as the ratio between the standard error of data measured with boxcar gates and the standard error of data measured with semi-tapered gates. Data from a test survey in Gedved, Denmark, with 1825 measurements gave mean improvement factors between 1.04 and 2.22 for the 10 late-time gates centered between 78.7 and 978.1 <span class="inline-formula">µs</span>. After inversion of the data, we find that semi-tapering increases the depth of investigation by about 20 % for this specific survey. We conclude that the semi-tapered approach is a viable path towards increasing SNR in TEM systems based on analog boxcar integrators.</p>https://gi.copernicus.org/articles/10/81/2021/gi-10-81-2021.pdf
collection DOAJ
language English
format Article
sources DOAJ
author J. J. Larsen
J. J. Larsen
S. S. Pedersen
S. S. Pedersen
N. Foged
N. Foged
E. Auken
spellingShingle J. J. Larsen
J. J. Larsen
S. S. Pedersen
S. S. Pedersen
N. Foged
N. Foged
E. Auken
Suppression of very low frequency radio noise in transient electromagnetic data with semi-tapered gates
Geoscientific Instrumentation, Methods and Data Systems
author_facet J. J. Larsen
J. J. Larsen
S. S. Pedersen
S. S. Pedersen
N. Foged
N. Foged
E. Auken
author_sort J. J. Larsen
title Suppression of very low frequency radio noise in transient electromagnetic data with semi-tapered gates
title_short Suppression of very low frequency radio noise in transient electromagnetic data with semi-tapered gates
title_full Suppression of very low frequency radio noise in transient electromagnetic data with semi-tapered gates
title_fullStr Suppression of very low frequency radio noise in transient electromagnetic data with semi-tapered gates
title_full_unstemmed Suppression of very low frequency radio noise in transient electromagnetic data with semi-tapered gates
title_sort suppression of very low frequency radio noise in transient electromagnetic data with semi-tapered gates
publisher Copernicus Publications
series Geoscientific Instrumentation, Methods and Data Systems
issn 2193-0856
2193-0864
publishDate 2021-04-01
description <p>The transient electromagnetic method (TEM) is widely used for mapping subsurface resistivity structures, but data are inevitably contaminated by noise from various sources. It is common practice to gate signals from TEM systems to reduce the amount of data and improve the signal-to-noise ratio (SNR). Gating acts as a filter, and optimum gating will pass the TEM signal un-attenuated while suppressing noise. In systems based on analog boxcar integrators, the gating corresponds to filtering with a square window. The frequency response of this window shape has large side lobes, which are often insufficient in attenuating noise, e.g., from radio signals in the very low frequency (VLF) 3–30 kHz band. Tapered gates have better side lobe suppression and attenuate noise better, but tapering with analog boxcar integrators is difficult. We propose using many short boxcar gates, denoted sub-gates, and combine the sub-gates into semi-tapered gates to improve noise rejection at late gates where low signal normally leads to poor SNR. The semi-tapering approach is analyzed and tested experimentally on data from a roving TEM system. We quantify the effect of semi-tapered gates by computing an improvement factor as the ratio between the standard error of data measured with boxcar gates and the standard error of data measured with semi-tapered gates. Data from a test survey in Gedved, Denmark, with 1825 measurements gave mean improvement factors between 1.04 and 2.22 for the 10 late-time gates centered between 78.7 and 978.1 <span class="inline-formula">µs</span>. After inversion of the data, we find that semi-tapering increases the depth of investigation by about 20 % for this specific survey. We conclude that the semi-tapered approach is a viable path towards increasing SNR in TEM systems based on analog boxcar integrators.</p>
url https://gi.copernicus.org/articles/10/81/2021/gi-10-81-2021.pdf
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