Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling - Softcover

Kumar, Praveen; Folk, Mike; Markus, Momcilo; Alameda, Jay C.

 
9780367453978: Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling
Softcover
ISBN 10: 0367453975 ISBN 13: 9780367453978
Verlag: CRC Press, 2020

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Kumar\, Praveen; Folk\, Mike; Markus\, Momcilo; Alameda\, Jay C.

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Verlag
CRC Press
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
0367453975
ISBN 13 
9780367453978
Einband
Taschenbuch
Anzahl der Seiten
552
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland

Weitere beliebte Ausgaben desselben Titels

9780849328947: Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling

Vorgestellte Ausgabe

ISBN 10:  0849328942 ISBN 13:  9780849328947
Verlag: CRC Press, 2005
Hardcover