Artificial Neural Network inversion in Geoelectrics | Modeling and inversion of geophysical resistivity data using artificial neural network

Upendra Singh

ISBN 10: 3639208862 / ISBN 13: 9783639208863

Published by VDM Verlag Dr. Müller, 2009

About this Item

Artificial Neural Network inversion in Geoelectrics | Modeling and inversion of geophysical resistivity data using artificial neural network | Upendra Singh | Taschenbuch | Englisch | VDM Verlag Dr. Müller | EAN 9783639208863 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.

Seller Inventory # 101462823

Bibliographic Details

• Title: Artificial Neural Network inversion in Geoelectrics | Modeling and inversion of geophysical resistivity data using artificial neural network
• Publisher: VDM Verlag Dr. Müller
• Publication Date: 2009
• Language: English
• ISBN 10: 3639208862
• ISBN 13: 9783639208863
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 228W x 152H x 12D millimeters 228 millimeters width by 152 millimeters height by 12 millimeters depth
• Weight: 239 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

Modern data processing techniques based on the concepts of Artificial Neural Networks (ANN), which works on the analogy of human brain, has emerged as one of the most powerful alternative perspectives for complex geo-data analysis. ANN based techniques are robust and have many advantages to handle large amount of data sets. The main goal of the present book is to develop, apply and compare various ANN based algorithms to construct subsurface resistivity structure using the Schlumberger resistivity sounding data. This book presents important results of ANN modeling of geoelectrical sounding data from some of the crucial tectonic and geologically important regions such as Barmer District of Rajasthan and Puga Valley of Jammu & Kashmir. These modelling results are important for ground water exploration and geothermal resources.

About the Author

U. K. Singh is Assistant Professor in the Department of Applied Geophysics, Indian School of Mines, Dhanbad, India where he teaches on a course of geophysical inverse problems. He received his M. Sc. (Tech) degree from Banaras Hindu University, India and doctorate degree from Osmania University of Hyderabad, India.