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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Geowissenschaft Geologie Regionalization of Watersheds
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Regionalization of Watersheds
A.R. Rao, V. V. Srinivas (Gebundene Ausgabe, Englisch)
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Beschreibung
Design of water control structures, reservoir management, economic evaluation of flood protection projects, land use planning and management, flood insurance assessment, and other projects rely on knowledge of magnitude and frequency of floods. Often, estimation of floods is not easy because of lack of flood records at the target sites. Regional flood frequency analysis (RFFA) alleviates this… problem by utilizing flood records pooled from other watersheds, which are similar to the watershed of the target site in flood characteristics. Clustering techniques are used to identify group(s) of watersheds which have similar flood characteristics. This book is a comprehensive reference on how to use these techniques for RFFA and is the first of its kind. It provides a detailed account of several recently developed clustering techniques, including those based on fuzzy set theory and artificial neural networks. It also documents research findings on application of clustering techniques to RFFA that remain scattered in various hydrology and water resources journals. The optimal number of groups defined in an area is based on cluster validation measures and L-moment based homogeneity tests. These form the bases to check the regions for homogeneity. The subjectivity involved and the effort needed to identify homogeneous groups of watersheds with conventional approaches are greatly reduced by using efficient clustering techniques discussed in this book. Furthermore, better flood estimates with smaller confidence intervals are obtained by analysis of data from homogeneous watersheds. Consequently, the problem of over- or under-designing by using these flood estimates is reduced. This leads to optimal economic design of structures. The advantages of better regionalization of watersheds and their utility are entering into hydrologic practice. Audience : This book will be of interest to researchers in stochastic hydrology, practitioners in hydrology and graduate students. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
22.04.2008
Sprache
Englisch
EAN
9781402068515
Herausgeber
Springer Netherland
Serien- oder Bandtitel
Water Science and Technology Library
Sonderedition
Nein
Autor
A.R. Rao, V. V. Srinivas
Seitenanzahl
245
Einbandart
Gebundene Ausgabe
Buch Untertitel
An Approach Based on Cluster Analysis
Schlagwörter
Clustering, Flood Frequency analysis, Fuzzy, Hydrology, Pattern classification, Regionalization, Watershed studies, artificial neural network, cluster analysis, hydrogeology, landscape/regional and urban planning
Thema-Inhalt
RBG - Geologie und die Lithosphäre
RBK - Hydrologie und die Hydrosphäre
PBT - Wahrscheinlichkeitsrechnung und Statistik
TN - Bauingenieur-, Vermessungs- und Bauwesen
UYQP - Mustererkennung
RGC - Humangeographie
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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