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Seismic Attributes, Their Use in Petrophysical Classification
- Publisher: European Association of Geoscientists & Engineers
- Source: Conference Proceedings, 63rd EAGE Conference & Exhibition, Jun 2001, cp-15-00404
Abstract
F-09 SEISMIC ATTRIBUTES THEIR USE IN PETROPHYSICAL CLASSIFICATION Abstract Since their introduction complex trace attributes have evolved from a simple visual interpretational tool to colorful displays for executives and finally incorporated with other attributes as viable components for petrophysical classification. In this paper we will present a short history of complex trace attributes their classifications based on their utilities and their relationship to rock physics and depositional environment. We show that they can be used in proper combination for lithological or stratigraphic classification by training Neural Networks in supervised or unsupervised settings. We will give several examples to illustrate classification