Hydroinformatics

Data Integrative Approaches in Computation, Analysis, and Modeling

By: Jay C. Alameda, Praveen Kumar, Momcilo Markus, Mike Folk

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Paperback | 7 January 2019 | Edition Number 1

At a Glance

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554 Pages

Dimensions(cm)
25.4 x 17.8 x 2.85

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Modern hydrology is more interdisciplinary than ever. Staggering amounts and varieties of information pour in from GIS and remote sensing systems every day, and this information must be collected, interpreted, and shared efficiently. Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling introduces the tools, approaches, and system considerations necessary to take full advantage of the abundant hydrological data available today.

Linking hydrological science with computer engineering, networking, and database science, this book lays a pedagogical foundation in the concepts underlying developments in hydroinformatics. It begins with an introduction to data representation through Unified Modeling Language (UML), followed by digital libraries, metadata, the basics of data models, and Modelshed, a new hydrological data model. Building on this platform, the book discusses integrating and managing diverse data in large datasets, data communication issues such as XML and Grid computing, the basic principles of data processing and analysis including feature extraction and spatial registration, and modern methods of soft computing such as neural networks and genetic algorithms.

Today, hydrological data are increasingly rich, complex, and multidimensional. Providing a thorough compendium of techniques and methodologies, Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling is the first reference to supply the tools necessary to confront these challenges successfully.

Industry Reviews

"The book makes a real contribution in bridging different disciplines, and the authors are to be congratulated for preparing this book on hydroinformatics...well-written, is easy to follow, and comprehensive. It is extremely timely and sends a clear message that teaching hydrology must entail hydroinformatics if hydrology is to take full advantage of emerging technologies, which are heavily based on new information and computing tools...will serve as a good textbook for a course on hydroinformatics either at the senior undergraduate level or the beginning graduate level...a useful reference book on one's bookshelf."

- Vijay P. Singh, Journal of Hydrologic Engineering, Vol. 11, No. 4

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