--> ABSTRACT: Three Dimensional Seismic Inversion and Neural Net Impedance Facies Map in Reservoir Interpretation, by S. K. Addy and J. Hallin; #90908 (2000)
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ABSTRACT: Three Dimensional Seismic Inversion and Neural Net Previous HitImpedanceNext Hit Facies Map in Reservoir Interpretation

ADDY, SUNIT K. and JIM HALLIN , Reservoir Geophysics, CGG Americas Inc, Houston, TX

Three-dimensional seismic inversion was performed on a 3D survey in central Lavaca County around Hallettsville, Texas in an area with several oil and gas fields. The study shows low Previous HitimpedanceNext Hit layers in the upper Edwards limestone suggesting porosity development.

The seismic inversion procedure uses a global optimization technique to derive a framework of acoustic Previous HitimpedanceNext Hit layers from the 3D seismic data. The layered Previous HitimpedanceNext Hit data show increased vertical resolution, increased coherency and less noise compared to the original seismic data and provide a better understanding of porosity distribution in Edwards limestone. Well logs were used to validate the inversion results but were not used directly in the inversion. Previous HitImpedanceNext Hit facies maps in the upper Edwards were generated by combining several Previous HitimpedanceNext Hit layers using a neural net classification method.

Porosity development depends on karsting and fracturing near faults and is reflected by lower Previous HitimpedanceNext Hit. A broad swath extending 2 to 3 km on both sides of the shelf edge shows a distinct Previous HitimpedanceNext Hit facies assemblage where selectively the layers show lower Previous HitimpedanceNext Hit and greater time thickness relative to normal limestone. Previous HitImpedanceNext Hit and seismic facies maps, various attribute maps and well information were used to study the reservoir heterogeneity. It is suggested that karsting occurred after the deposition of the Edwards limestone during a low sea level stand. The characterization of the reservoir using Previous HitimpedanceTop facies map can be used in exploration as well as exploitation programs.

 

AAPG Search and Discovery Article #90908©2000 GCAGS, Houston, Texas