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Data-Driven Modeling: Using Matlab(r) in Water Resources and Environmental Engineering
Hardcover
Series: Water Science and Technology Library, Book 67
Technology & EngineeringEnvironmental Studies
ISBN13: 9789400775053
Publisher: Springer
Published: Dec 11 2013
Pages: 292
Weight: 1.60
Height: 0.80 Width: 6.20 Depth: 9.20
Language: English
Data-Driven Modeling: Using MATLAB(R) in Water Resources and Environmental Engineering provides a systematic account of major concepts and methodologies for data-driven models and presents a unified framework that makes the subject more accessible to and applicable for researchers and practitioners. It integrates important theories and applications of data-driven models and uses them to deal with a wide range of problems in the field of water resources and environmental engineering such as hydrological forecasting, flood analysis, water quality monitoring, regionalizing climatic data, and general function approximation.
The source files of relatively simple and advanced programs demonstrating how to use the models are presented together with practical advice on how to best apply them. The programs, which have been developed using the MATLAB(R) unified platform, can be found on extras.springer.com.
The main audience of this book includes graduate students in water resources engineering, environmental engineering, agricultural engineering, and natural resources engineering. This book may be adapted for use as a senior undergraduate and graduate textbook by focusing on selected topics. Alternatively, it may also be used as a valuable resource book for practicing engineers, consulting engineers, scientists and others involved in water resources and environmental engineering.
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