Denoising of magnetotelluric signals by polarization analysis in the discrete wavelet domain

被引:20
作者
Carbonari, R. [1 ]
D'Auria, L. [2 ]
Di Maio, R. [1 ]
Petrillo, Z. [2 ]
机构
[1] Univ Naples Federico II, Dipartimento Sci Terra Ambiente & Risorse, Naples, Italy
[2] Osserv Vesuviano, Ist Nazl Geofis & Vulcanol, Naples, Italy
关键词
Magnetotelluric signal; Discrete wavelet transform; Data denoising; Polarization analysis; 3-COMPONENT SEISMOGRAMS; TRANSFORM METHODS; PHLEGREAN FIELDS; CULTURAL NOISE; TIME-SERIES; EQUIPMENT;
D O I
10.1016/j.cageo.2016.12.011
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Magnetotellurics (MT) is one of the prominent geophysical methods for underground deep exploration and, thus, appropriate for applications to petroleum and geothermal research. However, it is not completely reliable when applied in areas characterized by intense urbanization, as the presence of cultural noise may significantly affect the MT impedance tensor estimates and, consequently, the apparent resistivity values that describe the electrical behaviour of the investigated buried structures. The development of denoising techniques of MT data is thus one of the main objectives to make magnetotellurics reliably even in urban or industrialized environments. In this work we propose an algorithm for filtering of MT data affected by temporally localized noise. It exploits the discrete wavelet transform (DWT) that, thanks to the possibility to operates in both time and frequency domain, allows to detect transient components of the MT signal, likely due to disturbances of anthropic nature. The implemented filter relies on the estimate of the ellipticity of the polarized MT wave. The application of the filter to synthetic and field MT data has proven its ability in detecting and removing cultural noise, thus providing apparent resistivity curves more smoothed than those obtained by using raw signals.
引用
收藏
页码:135 / 141
页数:7
相关论文
共 39 条
[1]  
Anant KS, 1997, B SEISMOL SOC AM, V87, P1598
[2]  
[Anonymous], THESIS
[3]   3D magnetotelluric characterization of the geothermal anomaly in the Llucmajor aquifer system (Majorca, Spain) [J].
Arango, C. ;
Marcuello, A. ;
Ledo, J. ;
Queralt, P. .
JOURNAL OF APPLIED GEOPHYSICS, 2009, 68 (04) :479-488
[4]  
Bahr K., 2005, Practical magnetotellurics
[5]   Bounded influence magnetotelluric response function estimation [J].
Chave, AD ;
Thomson, DJ .
GEOPHYSICAL JOURNAL INTERNATIONAL, 2004, 157 (03) :988-1006
[6]   Magma degassing as a trigger of bradyseismic events: The case of Phlegrean Fields (Italy) [J].
Chiodini, G ;
Todesco, M ;
Caliro, S ;
Del Gaudio, C ;
Macedonio, G ;
Russo, M .
GEOPHYSICAL RESEARCH LETTERS, 2003, 30 (08) :17-1
[7]   Early signals of new volcanic unrest at Campi Flegrei caldera? Insights from geochemical data and physical simulations [J].
Chiodini, Giovanni ;
Caliro, S. ;
De Martino, P. ;
Avino, R. ;
Gherardi, F. .
GEOLOGY, 2012, 40 (10) :943-946
[8]   REMOTE-REFERENCE MAGNETOTELLURICS - EQUIPMENT AND PROCEDURES [J].
CLARKE, J ;
GAMBLE, TD ;
GOUBAU, WM ;
KOCH, RH ;
MIRACKY, RF .
GEOPHYSICAL PROSPECTING, 1983, 31 (01) :149-170
[9]   Repeated fluid-transfer episodes as a mechanism for the recent dynamics of Campi Flegrei caldera (1989-2010) [J].
D'Auria, L. ;
Giudicepietro, F. ;
Aquino, I. ;
Borriello, G. ;
Del Gaudio, C. ;
Lo Bascio, D. ;
Martini, M. ;
Ricciardi, G. P. ;
Ricciolino, P. ;
Ricco, C. .
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 2011, 116
[10]   Polarization Analysis in the Discrete Wavelet Domain: An Application to Volcano Seismology [J].
D'Auria, L. ;
Giudicepietro, F. ;
Martini, M. ;
Orazi, M. ;
Peluso, R. ;
Scarpato, G. .
BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA, 2010, 100 (02) :670-683