Artificial Neural Network Inversion in Geoelectrics
by Upendra Singh (9783639208863)

Artificial Neural Network Inversion in Geoelectrics
 
Upendra Singh
Release Date: 01 October 2009
Format: Paperback
Pages: 148
Category: Earth Sciences
Publisher: VDM Verlag
ISBN: 9783639208863
ISBN-10: 3639208862



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.

AUD $135.95

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