A data mining algorithm was tested in order to jointly interpret electrical tomography and seismic refraction profiles. As a first step, the geophysical profiles used are numerical ones before applying this approach to real measurements data in further studies.


Article metrics loading...

Loading full text...

Full text loading...


  1. Doetsch, J., Linde, N., Coscia, I., Greenhalgh, S. A., and Green, A. G.
    [2010] Zonation for 3D aquifer characterization based on joint inversions of multimethod crosshole geophysical data. Geophysics, 75(6), 53–64.
    [Google Scholar]
  2. Ester, M., Kriegel, H., Xu, X., and Sander, J.
    [1996] A density-based algorithm for discovering clusters in large spatial databases with noise. Association for the Advancement of Artificial Intelligence.
    [Google Scholar]
  3. Gallardo, L. A., and Meju, M. A.
    [2003] Characterization of heterogeneous near-surface materials by joint 2D inversion of DC resistivity and seismic data. Geophysical Research Letters, 30(13), 2–5.
    [Google Scholar]
  4. Hansen, C.
    [1992] Analysis of discrete ill-posed problems. Society for Industrial and Applied Mathematics, 34(4), 561–580.
    [Google Scholar]
  5. Looms, M. C., Binley, A., Jensen, K. H., Nielsen, L., and Hansen, T. M.
    [2008] Identifying Unsaturated Hydraulic Parameters Using an Integrated Data Fusion Approach on Cross-Borehole Geophysical Data. Vadose Zone Journal, 7(1), 238.
    [Google Scholar]
  6. Pedregosa, F., Weiss, R., and Brucher, M.
    [2011] Scikit-learn : Machine Learning in Python. Journal of Machine Learning Research, 12, 2825–2830.
    [Google Scholar]
  7. Rücker, C., Günther, T., and Spitzer, K.
    [2006] Three-dimensional modelling and inversion of DC resistivity data incorporating topography- II. Inversion. Geophysical Journal International, 166(2), 495–505.
    [Google Scholar]
  8. Rücker, C., Günther, T., and Wagner, F. M.
    [2017] pyGIMLi: An open-source library for modelling and inversion in geophysics. Computers and Geosciences, 109, 106–123.
    [Google Scholar]

Data & Media loading...

This is a required field
Please enter a valid email address
Approval was a Success
Invalid data
An Error Occurred
Approval was partially successful, following selected items could not be processed due to error