Artificial Neural Networks: in River Stage-Discharge Modeling - Softcover

Bisht, Dinesh

 
9783659144707: Artificial Neural Networks: in River Stage-Discharge Modeling
Softcover
ISBN 10: 3659144703 ISBN 13: 9783659144707
Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

Management of water resources is one of the most challenging and interesting problems for the survival of the life. The demand of water is increasing in a tremendous way whereas the availability of water remains practically constant; therefore it becomes very important to study the hydrological system in a proper way. Forecasting of hydrological variables like, rainfall and runoff using past experiences is very helpful for the proper management of hydrological reservoirs as well as for warning of extreme flood or drought conditions to help to optimize the operations of systems. This book will give an introduction of Artificial Neural Networks and will be helpful to understand applications of Artificial Neural Networks in hydrology. This book also contains development of multiple linear regression models for the river stage discharge and comparison of developed multiple linear regression models with developed ANN models.

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Reseña del editor

Management of water resources is one of the most challenging and interesting problems for the survival of the life. The demand of water is increasing in a tremendous way whereas the availability of water remains practically constant; therefore it becomes very important to study the hydrological system in a proper way. Forecasting of hydrological variables like, rainfall and runoff using past experiences is very helpful for the proper management of hydrological reservoirs as well as for warning of extreme flood or drought conditions to help to optimize the operations of systems. This book will give an introduction of Artificial Neural Networks and will be helpful to understand applications of Artificial Neural Networks in hydrology. This book also contains development of multiple linear regression models for the river stage discharge and comparison of developed multiple linear regression models with developed ANN models.

Biografía del autor

The author has received his Ph.D. degree in Mathematics and ECE from G. B. Pant University of Agriculture & Technology, Pantnagar, India in 2009. The area of research of him is Soft Computing and has published many research papers in reputed international journals. Presently he is Assistant Professor in the ASH department at Itm University, India.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
3659144703
ISBN 13 
9783659144707
Einband
Tapa blanda
Anzahl der Seiten
96
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Verantwortliche Person
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