Robust processing of noisy land-based controlled-source electromagnetic data

ABSTRACTWhereas robust processing techniques are routinely used for estimating high-quality magnetotelluric (MT) transfer functions, such techniques are not commonly applied for controlled-source electromagnetic (CSEM) processing, although CSEM and MT data suffer from similar noise. We implemented a new CSEM processing scheme that combines CSEM-specific preprocessing with statistically robust least-squares stacking to extract interpretable ground responses from very noisy onshore CSEM data. We applied the robust processing to signals from a new CSEM transmitter that was equipped with three grounded electrodes and allowed us to generate signals at multiple source polarizations with relatively little field effort. For this transmitter setup, we formulated a bivariate relation between the source currents injected through any two of the three source electrodes and the recorded electromagnetic field components. The resulting weighted least-squares system of equations from which we determined ground responses a...

[1]  Johan Mattsson,et al.  Comparison of pseudo‐random binary sequence and square‐wave transient controlled‐source electromagnetic data over the Peon gas discovery, Norway , 2011 .

[2]  Rita Streich,et al.  Electromagnetic fields generated by finite‐length wire sources: comparison with point dipole solutions , 2011 .

[3]  K. Strack,et al.  Exploration with Deep Transient Electromagnetics , 1992 .

[4]  Anton Ziolkowski,et al.  Multitransient electromagnetic demonstration survey in France , 2007 .

[5]  A. T. Hoop Handbook of radiation and scattering of waves , 1995 .

[6]  G. Egbert,et al.  Robust estimation of geomagnetic transfer functions , 1986 .

[7]  David Andreis,et al.  Controlled-source electromagnetic sounding in shallow water: Principles and applications , 2008 .

[8]  Michael Kühn,et al.  Progress report on the first european on-shore CO2 storage site at ketzin (Germany) — Second year of injection , 2011 .

[9]  K. Strack,et al.  LOTEM data processing for areas with high cultural noise levels , 1989 .

[10]  J. Bendat,et al.  Random Data: Analysis and Measurement Procedures , 1971 .

[11]  Thomas A. Lipo,et al.  Pulse Width Modulation for Power Converters: Principles and Practice , 2003 .

[12]  Alan G. Jones,et al.  Robust processing of magnetotelluric data in the AMT dead band using the continuous wavelet transform , 2008 .

[13]  D. W. Strangway,et al.  Audio-frequency magnetotellurics with a grounded electric dipole source , 1975 .

[14]  Werner A. Stahel,et al.  Robust Statistics: The Approach Based on Influence Functions , 1987 .

[15]  L. B. Pedersen,et al.  Industrial interference magnetotellurics; an example from the Tangshan area, China , 1991 .

[16]  D. Thomson,et al.  Some comments on magnetotelluric response function estimation , 1989 .

[17]  Michel Chouteau,et al.  Sferics noise reduction in time-domain electromagnetic systems: application to MegaTEMII signal enhancement , 2010 .

[18]  Rita Streich,et al.  Strategies for land-based controlled-source electromagnetic surveying in high-noise regions , 2011 .

[19]  Ute Weckmann,et al.  Effective noise separation for magnetotelluric single site data processing using a frequency domain selection scheme , 2005 .

[20]  Gary D. Egbert,et al.  Single station magnetotelluric impedance estimation: Coherence weighting and the regression M-estimate , 1996 .

[21]  Alan D. Chave,et al.  A comparison of techniques for magnetotelluric response function estimation , 1989 .

[22]  G. Buselli,et al.  Robust statistical methods for reducing sferics noise contaminating transient electromagnetic measurements , 1996 .

[23]  P. Holland,et al.  Robust regression using iteratively reweighted least-squares , 1977 .

[24]  Holmes,et al.  Pulse width modulation for power converters , 2003 .

[25]  Kerry Key,et al.  Broad-band waveforms and robust processing for marine CSEM surveys , 2011 .

[26]  L. Pedersen,et al.  Controlled source tensor magnetotellurics , 1991 .

[27]  Philip E. Wannamaker,et al.  Tensor CSAMT survey over the Sulphur Springs thermal area, Valles Caldera, New Mexico, U.S.A., Part II: Implications for CSAMT methodology , 1997 .

[28]  W. Mulder,et al.  Exploiting the airwave for time-lapse reservoir monitoring with CSEM on land , 2011 .

[29]  K. Strack,et al.  Marine time domain CSEM: an emerging technology , 2008 .

[30]  S. Constable Ten years of marine CSEM for hydrocarbon exploration , 2010 .

[31]  John Clarke,et al.  Magnetotellurics with a remote magnetic reference , 1979 .

[32]  Neubauer,et al.  A first attempt at monitoring underground gas storage by means of time‐lapse multichannel transient electromagnetics , 2000 .

[33]  Bruce Hobbs,et al.  Hydrocarbon detection and monitoring with a multicomponent transient electromagnetic (MTEM) survey , 2002 .

[34]  Kenneth L. Zonge,et al.  9. Controlled Source Audio-Frequency Magnetotellurics , 1991 .

[35]  Michael Commer,et al.  Electromagnetic evidence for an ancient avalanche caldera rim on the south flank of Mount Merapi, Indonesia , 2007 .

[36]  Oliver Ritter,et al.  New equipment and processing for magnetotelluric remote reference observations , 1998 .

[37]  D. Wright,et al.  Power Line Noise Removal Techniques for Transient Electromagnetic Data , 2009 .

[38]  P. Weidelt,et al.  Guided waves in marine CSEM , 2007 .

[39]  David L. Alumbaugh,et al.  Three methods for mitigating airwaves in shallow water marine controlled-source electromagnetic data , 2011 .

[40]  Vladimir Druskin,et al.  INTERPRETATION OF 3-D EFFECTS IN LONG-OFFSET TRANSIENT ELECTROMAGNETIC (LOTEM) SOUNDINGS IN THE MUNSTERLAND AREA/GERMANY , 1992 .

[41]  Mehrdad Bastani,et al.  Estimation of magnetotelluric transfer functions from radio transmitters , 2001 .

[42]  Alexander V. Grayver,et al.  3D inversion of land-based CSEM data from the Ketzin CO2 storage formation , 2013 .

[43]  Lars Ole Løseth,et al.  A solution to the airwave-removal problem in shallow-water marine EM , 2010 .

[44]  Peter J. Huber,et al.  Robust Statistics , 2005, Wiley Series in Probability and Statistics.

[45]  László Szarka,et al.  Geophysical aspects of man-made electromagnetic noise in the earth—A review , 1988 .