Comparison of the pyGIMLi and BERT packages for landslide and cavity detection: A case study from Tghat-Oued Fez, Morocco

[1]  A. Biswas,et al.  Geophysical investigation for seawater intrusion in the high-quality coastal aquifers of India: a review , 2022, Environmental Science and Pollution Research.

[2]  A. Weiss,et al.  Underground Cavity Detection through Group Dispersion of a GPR Signal , 2022, Remote Sensing.

[3]  Zhengwei He,et al.  Application and Significance of Geological, Geochemical, and Geophysical Methods in the Nanpo Gold Field in Laos , 2022, Minerals.

[4]  Jordi Mahardika Puntu,et al.  A review of open software resources in python for electrical resistivity modelling , 2022, Geoscience Letters.

[5]  A. Biswas,et al.  Electrical Resistivity and Induced Polarization signatures to delineate the near-surface aquifers contaminated with seawater invasion in Digha, West-Bengal, India , 2021 .

[6]  M. Everett,et al.  Protection of electricity transmission infrastructure from sinkhole hazard based on electrical resistivity tomography , 2021 .

[7]  B. Zourarah,et al.  Assessment of collapse dolines occurrence using electrical resistivity tomography: Case study of Moul El Bergui area, Western Morocco , 2021 .

[8]  K. Soliman,et al.  Gravity profile interpretation using the R-parameter imaging technique with application to ore exploration , 2020 .

[9]  K. Essa,et al.  Magnetic Data Profiles Interpretation for Mineralized Buried Structures Identification Applying the Variance Analysis Method , 2020, Pure and Applied Geophysics.

[10]  K. Essa,et al.  Magnetic Data Interpretation Using a New R-Parameter Imaging Method with Application to Mineral Exploration , 2020, Natural Resources Research.

[11]  Y. Shang,et al.  An engineering site investigation using non-invasive geophysical approach , 2020, Environmental Earth Sciences.

[12]  Huang Chen,et al.  Identification of underground water-bearing caves in noisy urban environments (Wuhan, China) using 3D electrical resistivity tomography techniques , 2020 .

[13]  Seok Been Im,et al.  3D GPR Image-based UcNet for Enhancing Underground Cavity Detectability , 2019, Remote. Sens..

[14]  Z. Plank,et al.  Application of the DC resistivity method in urban geological problems of karstic areas , 2019, Near Surface Geophysics.

[15]  G. Andrei,et al.  Using Vertical Electrical Soundings to characterize seawater intrusions in the southern area of Romanian Black Sea coastline , 2019, Acta Geophysica.

[16]  A. Ábrego.  Electrical Resistivity , 2018, The Encyclopedia of Archaeological Sciences.

[17]  Thomas Günther,et al.  pyGIMLi: An open-source library for modelling and inversion in geophysics , 2017, Comput. Geosci..

[18]  T. Günther,et al.  Numerical study of long-electrode electric resistivity tomography — Accuracy, sensitivity, and resolution , 2015 .

[19]  J. Galve,et al.  Investigating a damaging buried sinkhole cluster in an urban area (Zaragoza city, NE Spain) integrating multiple techniques: Geomorphological surveys, DInSAR, DEMs, GPR, ERT, and trenching , 2015 .

[20]  I. Dostál,et al.  Integrated Geophysical and Geological Investiga-tions of Karst Structures in Komberek, Slovakia , 2014 .

[21]  M. Metwaly,et al.  Application of 2-D geoelectrical resistivity tomography for subsurface cavity detection in the eastern part of Saudi Arabia , 2013 .

[22]  David Gómez-Ortiz,et al.  The electrical resistivity tomography method in the detection of shallow mining cavities. A case study on the Victoria Cave, Cartagena (SE Spain) , 2013 .

[23]  D. Gómez-Ortiz,et al.  Assessing the risk of subsidence of a sinkhole collapse using ground penetrating radar and electrical resistivity tomography , 2012 .

[24]  Y. L. Ekinci,et al.  Exploration for a cave by magnetic and electrical resistivity surveys: Ayvacık Sinkhole example, Bozdağ, İzmir (western Turkey) , 2012 .

[25]  L. Cocchi,et al.  DETERMINING GEOPHYSICAL PROPERTIES OF A NEAR-SURFACE CAVE THROUGH INTEGRATED MICROGRAVITY VERTICAL GRADIENT AND ELECTRICAL RESISTIVITY TOMOGRAPHY MEASUREMENTS , 2011 .

[26]  G. Leucci,et al.  Microgravimetric and ground penetrating radar geophysical methods to map the shallow karstic cavities network in a coastal area (Marina Di Capilungo, Lecce, Italy) , 2010 .

[27]  Michele Cercato,et al.  Electrical resistivity and seismic refraction tomography to detect buried cavities , 2008 .

[28]  Ç. Balkaya,et al.  Geophysical investigation of a landslide: The Altındağ landslide site, İzmir (western Turkey) , 2008 .

[29]  C. Falguères,et al.  Impact de la néotectonique quaternaire sur la dynamique sédimentaire du Saïs (Maroc) : du bassin d'avant fosse pliocène au plateau continental quaternaire , 2007 .

[30]  G. Leucci,et al.  GPR, VES and refraction seismic surveys in the karstic area “Spedicaturo” near Nociglia (Lecce, Italy) , 2007 .

[31]  G. Grandjean.  Imaging subsurface objects by seismic P-wave tomography: numerical and experimental validations , 2006 .

[32]  Albert Tarantola,et al.  Inverse problem theory - and methods for model parameter estimation , 2004 .

[33]  J. Galindo‐Zaldívar,et al.  Recent Tectonic Deformations and Stresses in the Frontal Part of the Rif Cordillera and the Saïss Basin (Fes and Rabat Regions, Morocco) , 2004 .

[34]  Wanfang Zhou,et al.  Effective electrode array in mapping karst hazards in electrical resistivity tomography , 2002 .

[35]  M. Schoor.  Detection of sinkholes using 2D electrical resistivity imaging , 2002 .

[36]  M. Zhdanov,et al.  Two-dimensional magnetotelluric inversion of blocky geoelectrical structures , 2002 .

[37]  O. Pazdírek,et al.  Examples of resistivity imaging using ME-100 resistivity field acquisition system , 1996 .

[38]  R. Barker,et al.  Rapid least-squares inversion of apparent resistivity pseudosections , 1994 .

[39]  D. H. Griffiths,et al.  Two-dimensional resistivity imaging and modelling in areas of complex geology , 1993 .

[40]  T. Kawase,et al.  Analysis of apparent resistivity in a multi-layer earth structure , 1990 .

[41]  G. Keller.  An Introduction to Geophysical Exploration , 1986 .

[42]  John C. Cook,et al.  Seismic mapping of underground cavities using reflection amplitudes , 1965 .

[43]  S. Mehanee.  A New Scheme for Gravity Data Interpretation by a Faulted 2-D Horizontal Thin Block: Theory, Numerical Examples, and Real Data Investigation , 2022, IEEE Transactions on Geoscience and Remote Sensing.

[44]  Salah A. Mehanee,et al.  Simultaneous Joint Inversion of Gravity and Self-Potential Data Measured Along Profile: Theory, Numerical Examples, and a Case Study From Mineral Exploration With Cross Validation From Electromagnetic Data , 2022, IEEE Transactions on Geoscience and Remote Sensing.

[45]  Juliane Junker,et al.  Principles Of Applied Geophysics , 2016 .

[46]  Richard D. Miller,et al.  Detecting and delineating voids and mines using surface-wave methods in Galena, Kansas , 2016 .

[47]  T. Leeuwen,et al.  Exploration for a cave by magnetic and electrical resistivity surveys: Ayvacık Sinkhole example, Bozdağ, İzmir (western Turkey) , 2014 .

[48]  採編典藏組.  Society for Industrial and Applied Mathematics(SIAM) , 2008 .

[49]  P. Gibson.  APPLICATION OF RESISTIVITY AND MAGNETOMETRY GEOPHYSICAL TECHNIQUES FOR NEAR-SURFACE INVESTIGATIONS IN KARSTIC TERRANES IN IRELAND , 2004 .

[50]  M. Zhdanov,et al.  Magnetotelluric Inversion of Blocky Geoelectrical Structures Using the Minimum Support Method , 1999 .

[51]  M. Zhdanov,et al.  Weighted Regularized Inversion of Magnetotelluric Data , 1998 .

[52]  R. Barker,et al.  Rapid least-squared inversion of apparent resisitivity pseudosections by a quasi-Newton method , 1996 .

[53]  S. Ward.  Geotechnical and environmental geophysics. Vol III: Geotechnical. , 1991 .

[54]  G. Conrad,et al.  Réinterprétation des conditions de dépôt des calcaires fluviatiles, lacustres et palustres du bassin plio-quaternaire du Saïss de Fès (Maroc) , 1989 .

[55]  M. Loke.  Electrical Imaging Surveys for Environmental and Engineering Studies , 2022 .