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Kumar P., Alameda J.C., Folk M. — Hydroinformatics: data integrative approaches in computation, analysis, and modeling
Kumar P., Alameda J.C., Folk M. — Hydroinformatics: data integrative approaches in computation, analysis, and modeling

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Название: Hydroinformatics: data integrative approaches in computation, analysis, and modeling

Авторы: Kumar P., Alameda J.C., Folk M.

Аннотация:

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.


Язык: en

Рубрика: Computer science/

Статус предметного указателя: Неизвестно

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Год издания: 2005

Количество страниц: 552

Добавлена в каталог: 19.03.2011

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