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Meta-Attributes in Seismic Interpretation: Theory and Practice by Kalachand Sain

Meta-Attributes in Seismic Interpretation: Theory and Practice

by Kalachand Sain
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Book cover type: Hardcover
  • ISBN13: 9781119482000
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: American Geophysical Union
  • Publisher Imprint: American Geophysical Union
  • Publication Date:
  • Pages: 400
  • Original Price: USD 169.95
  • Language: English
  • Edition: N/A
  • Item Weight: 320 grams
  • BISAC Subject(s): Physics / Geophysics

Applying machine learning to the interpretation of seismic data

Seismic data gathered on the surface can be used to generate numerous seismic attributes that enable better understanding of subsurface geological structures and stratigraphic features. With an ever-increasing volume of seismic data available, machine learning augments faster data processing and interpretation of complex subsurface geology.

Meta-Attributes and Artificial Networking: A New Tool for Seismic Interpretation explores how artificial neural networks can be used for the automatic interpretation of 2D and 3D seismic data.

Volume highlights include:

*Historic evolution of seismic attributes *Overview of meta-attributes and how to design them *Workflows for the computation of meta-attributes from seismic data *Case studies demonstrating the application of meta-attributes *Sets of exercises with solutions provided *Sample data sets available for hands-on exercises

The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.

Kalachand Sain, Wadia Institute of Himalayan Geology, India

Priyadarshi Chinmoy Kumar, Wadia Institute of Himalayan Geology, India

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