
%0 Journal Article
%A Carr, Matthew 
%A Cooper, Richard 
%A Smith, Maggie 
%A Taner, M. Turhan 
%A Walls, Joel 
%T The integration of surface seismic and borehole data using artificial neural network clustering methods
%J ASEG Extended Abstracts
%D 2001/03/01
%V 2001
%N 1
%P 1-4
%K 
%R https://doi.org/10.1071/ASEG2001AB024
%U https://www.publish.csiro.au/paper/ASEG2001AB024 
%X We present a new method for calibrating a classification of a 3D seismic volume. The classification process employs Kohonen self-organizing maps; the subsequent calibration is performed using one of more sets of borehole logs. The method is described in some detail, and a case-study is presented using data from the North Sea. The method shows promise as an alternative to current techniques for integrating seismic and log data, for seismic reservoir characterization. 
