Forward Modeling Simulations to Validate Changes in Electrical Resistivity Tomography Monitoring Data for a Slope with Complex Geology

被引:0
|
作者
Hojat, Azadeh [1 ,2 ]
Zanzi, Luigi [1 ]
Tresoldi, Greta [3 ]
Loke, Meng Heng [4 ]
机构
[1] Politecn Milan, Dipartimento Ingn Civile & Ambientale, I-20133 Milan, Italy
[2] Shahid Bahonar Univ Kerman, Dept Min Engn, Kerman 76188, Iran
[3] LSI Lastem, I-20049 Settala, Italy
[4] Geotomo Software, Sdn Bhd, Gelugor 11700, Malaysia
关键词
hydrogeological risk mitigation; slope stability; ERT monitoring; time-lapse inversion; time-lapse damping factor; water content; INVERSION; ERT; TIME; SURVEILLANCE; SMOOTH;
D O I
10.3390/geosciences15010033
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The electrical resistivity tomography (ERT) method has been increasingly integrated with hydrogeological risk mitigation strategies to monitor the internal conditions and the stability of natural and artificial slopes. In this paper, we discuss a case study in which numerical simulations were essential to validate the interpretation of the resistivity images obtained from an ERT monitoring system installed on a critical slope in Italy. An initial analysis of the monitoring data after rainfall events in the study site showed that the resistivity values were decreased only in the central zone along the ERT line, but they were increased in the two sides of the profile. Opposite behaviors were observed during the drying processes following the rainfall events. Core samples show complex geology at the study site, which might justify uneven responses of the different subsurface bodies to meteorological events. However, we decided to investigate the possible inversion artifacts resulting from the individual inversion of the tomographic sections. Forward modeling simulations on simplified time-lapse models of the study site were performed to explore this problem and to compare the individual and time-lapse inversions. Synthetic tests confirmed the nature of these unexpected behaviors and assessed the absolute necessity of a time-lapse approach for a correct inversion of monitoring data in the presence of a complex geological model such as the one of this case study. By applying the time-lapse inversion approach to the real data, the inversion artifact problem was substantially solved, arriving after the proper calibration of the inversion parameters, mainly the time-lapse damping factor and the spatial and temporal roughness constraints, to a reduction in the inversion artifacts to less than 5%.
引用
收藏
页数:17
相关论文
共 28 条
  • [21] Analysis of Geotechnical-Assisted 2-D Electrical Resistivity Tomography Monitoring of Slope Instability in Residual Soil of Weathered Granitic Basement
    Olabode, Oladunjoye P.
    San, Lim H.
    Ramli, Muhd H.
    FRONTIERS IN EARTH SCIENCE, 2020, 8
  • [22] Joint Modelling and Monitoring on Case Pennetta and Case Costa Active Landslides System Using Electrical Resistivity Tomography and Geotechnical Data
    Quagliarini, Andrea
    Segalini, Andrea
    Chelli, Alessandro
    Francese, Roberto
    Giorgi, Massimo
    Spaggiari, Laura
    ADVANCING CULTURE OF LIVING WITH LANDSLIDES, VOL 4: DIVERSITY OF LANDSLIDE FORMS, 2017, : 593 - 600
  • [23] Real-time monitoring of in situ chemical oxidation (ISCO) of dissolved TCE by integrating electrical resistivity tomography and reactive transport modeling
    Han, Zheng
    Kang, Xueyuan
    Singha, Kamini
    Wu, Jichun
    Shi, Xiaoqing
    WATER RESEARCH, 2024, 252
  • [24] Time-lapse Electrical Resistivity Tomography (ERT) monitoring of in situ hydrogeochemical changes associated with an emulsified vegetable oil injection for bioreduction of Uranium(VI)
    Baker, Gregory S.
    Hubbard, S. S.
    Watson, D. B.
    Gasperikova, E.
    Wu, Y.
    Brooks, S.
    GEOCHIMICA ET COSMOCHIMICA ACTA, 2010, 74 (12) : A42 - A42
  • [25] Advancing Permafrost Monitoring With Autonomous Electrical Resistivity Tomography (A-ERT): Low-Cost Instrumentation and Open-Source Data Processing Tool
    Farzamian, M.
    Blanchy, G.
    McLachlan, P.
    Vieira, G.
    Esteves, M.
    de Pablo, M. A.
    Triantifilis, J.
    Lippmann, E.
    Hauck, C.
    GEOPHYSICAL RESEARCH LETTERS, 2024, 51 (06)
  • [26] Monitoring CO2 sequestration into deep saline aquifer and associated salt intrusion using coupled multiphase flow modeling and time-lapse electrical resistivity tomography
    Lu, Chuan
    Zhang, Chi
    Hunag, Hai
    Johnson, Timothy C.
    GREENHOUSE GASES-SCIENCE AND TECHNOLOGY, 2015, 5 (01): : 34 - 49
  • [27] Application of Independent Finite Element Modeling for Estimating the Effect of Simplest Landforms on Results of Inversion of Electrical Resistivity Tomography Data (Example of a Trench with the Triangular Cross-Section)
    P. A. Kaznacheev
    I. Yu. Popov
    I. N. Modin
    R. A. Zhostkov
    Seismic Instruments, 2020, 56 : 531 - 539
  • [28] Application of Independent Finite Element Modeling for Estimating the Effect of Simplest Landforms on Results of Inversion of Electrical Resistivity Tomography Data (Example of a Trench with the Triangular Cross-Section)
    Kaznacheev, P. A.
    Popov, I. Yu.
    Modin, I. N.
    Zhostkov, R. A.
    SEISMIC INSTRUMENTS, 2020, 56 (05) : 531 - 539