Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering (Water Science and Technology Library)

Buy

“Data-Driven Modeling: Using MATLAB® 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 book presents the statistical-based models including basic statistical analysis, nonparametric and logistic regression methods, time series analysis and modeling, and support vector machines. It also deals with the analysis and modeling based on artificial intelligence techniques including static and dynamic neural networks, statistical neural networks, fuzzy inference systems, and fuzzy regression. The book also discusses hybrid models as well as multi-model data fusion to wrap up the covered models and techniques.   

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® 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.

(HTML tags aren't allowed.)

Data Structures and Algorithms in Java (2nd Edition)
Data Structures and Algorithms in Java (2nd Edition)
Data Structures and Algorithms in Java, Second Edition is designed to be easy to read and understand although the topic itself is complicated. Algorithms are the procedures that software programs use to manipulate data structures. Besides clear and simple example programs, the author includes a workshop as a small demonstration program executable...
Encyclopedia of Civil War Shipwrecks
Encyclopedia of Civil War Shipwrecks
On the evening of February 2, 1864, Confederate Commander John Taylor Wood led 250 sailors in two launches and twelve boats to capture the USS Underwriter, a side-wheel steam gunboat anchored on the Neuse River near New Bern, North Carolina. During the ensuing fifteen-minute battle, nine Union crewmen lost their lives, twenty were wounded,...
Patterns in Java: A Catalog of Reusable Design Patterns Illustrated with UML, 2nd Edition, Volume 1
Patterns in Java: A Catalog of Reusable Design Patterns Illustrated with UML, 2nd Edition, Volume 1

Since the publication of the first edition in 1998, programmers and developers have been waiting eagerly for an update to this expert guide on how to use Java in conjunction with the timesaving design patterns that have surfaced in the past few years. With the new edition of his bestselling Patterns in Java, Volume 1, Mark Grand brings...


Facebook Companion
Facebook Companion

Experience everything you can do on Facebook

Facebook has taken the world by storm and just breached the 500 million-user mark as its popularity continues to increase every day the world over. Yet, despite its popularity, many people are not aware of all that Facebook has to offer. This handy, approachable guide shares...

Mac OS X Advanced Development Techniques
Mac OS X Advanced Development Techniques

Mac OS X Advanced Development Techniques introduces intermediate to advanced developers to a wide range of topics they will not find so extensively detailed anywhere else.

The book concentrates on teaching Cocoa development first, and then takes that knowledge and...

ASP.NET 3.5 Enterprise Application Development with Visual Studio 2008: Problem Design Solution
ASP.NET 3.5 Enterprise Application Development with Visual Studio 2008: Problem Design Solution
Aimed at enterprise developers who use Visual Studio 2008, ASP.NET, C#, and SQL Server to deliver business applications, this book focuses on implementing patterns that can be used for real-world solutions. Each chapter establishes a problem, examines which solution will provide the best results, and then demonstrates how to go about executing that...
©2020 LearnIT (support@pdfchm.net) - Privacy Policy