Name: Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling (en Inglés)
Price: 127.40 USD
Availability: InStock
Author: Kumar, Praveen
ISBN: 9780367453978

portada Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling (en Inglés)

Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling (en Inglés)

Formato

Libro Físico

Editorial

Crc Pr Inc

Autor

Kumar, Praveen

Idioma

Inglés

Encuadernación

Tapa Blanda

ISBN13

9780367453978

Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling (en Inglés)

Kumar, Praveen (Autor) · Crc Pr Inc · Tapa Blanda

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Reseña del libro "Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling (en Inglés)"

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.