Copulas and Its Application in Hydrology and Water Resources / by Lu Chen, Shenglian Guo

Von:

Chen, Lu [VerfasserIn]

Mitwirkende(r):

Guo, Shenglian [VerfasserIn]

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Springer Water | SpringerLink BücherVerlag: Singapore : Springer, 2019Beschreibung: Online-Ressource (X, 290 p. 87 illus., 73 illus. in color, online resource)ISBN:

9789811305740

Schlagwörter:

624.15

LOC-Klassifikation:

TA703-705.4 TA775-787 TC1-1800
TA703-705.4
TA775-787
TC1-1800

DOI: DOI: 10.1007/978-981-13-0574-0Online-Ressourcen:

Zusammenfassung: This book presents an overview of copula theory and its application in hydrology, and provides valuable insights, useful methods and practical applications for multivariate hydrological analysis using copulas. In addition, it extends the traditional bivariate model to trivariate or multivariate models. The specific applications covered include the study of flood frequency analysis, drought frequency analysis, dependence analysis, flood coincidence risk analysis and statistical simulation using copulas. The book offers a valuable guide for researchers, scientists and engineers working in hydrology and water resources, and will also benefit graduate or doctoral students with a basic grasp of copula functions who want to learn about the latest research developments in the fieldZusammenfassung: Introduction -- Copula function -- Copula-based seasonal design flood calculation -- Drought analysis using copulas -- Copula-based flood coincidence risk analysis -- Copula-based multi-site streamflow simulation -- Copula-based forecast uncertainty evolution model for flood risk analysis -- Copula entropy -- Determination of input for Artificial Neural Networks for flood forecasting using the copula entropy method -- Measures of correlations among rivers using copula entropyPPN: PPN: 1026846900Package identifier: Produktsigel: ZDB-2-EES | ZDB-2-SEB | ZDB-2-SXEE

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