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Figure 8. Definition of Data listing codes, zipcodes, and related cities.
  
Interpretation of seismic data 
requires loop tying.  Imagine a box, with seismic data similar 
to Figure 2 on each of the four vertical 
sides of the box.  If a subsurface "topography" map is being made 
of an interface between layers of rock, represented by a seismic 
wavelet, then the same reflector needs to be connected at each 
corner of the box.  The geologic complication is rock layers have 
been folded and faulted (structural changes) and eroded or not 
deposited in areas (stratigraphic changes).  Seismic surveys 
consist of grids and volumes of these “loops.”  The key to 
seismic interpretation is to tie all of the loops and make sure 
the reflectors are connected at each corner of each box.  There 
are no short cuts, and the data forces honesty.  Automatic 
reflection pickers speed up the process by orders of magnitude, 
and they still work by tieing every loop.  In my experience, 
those without personal integrity are not comfortable doing 
mundane jobs like tying seismic loops.  To be a good interpreter, 
it takes a willingness to continually question the interpretation, 
and a willingness to redo a lot of work when a mistie is 
recognized, particularly since there are always project time and 
budget pressures. To get the most out of seismic data, there must 
be integrity in each stage of handling the data.
  
At the turn of the millennium I decided to stop building tools for exploration geophysicists, and to use commercially available tools to participate in finding hydrocarbon reserves.  It did not take long to realize the business side of oil exploration does not have the same integrity as the geophysical technical side.  Does that mean that all of the people working the business side of petroleum exploration are crooks?   
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