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Copulas and its application in hydro...

Chen, Lu.

Copulas and its application in hydrology and water resources

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Copulas and its application in hydrology and water resourcesby Lu Chen, Shenglian Guo.
作者:	Chen, Lu.
其他作者:	Guo, Shenglian.
出版者:	Singapore :Springer Singapore :2019.
面頁冊數:	x, 290 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
標題:	Copulas (Mathematical statistics)
電子資源:	http://dx.doi.org/10.1007/978-981-13-0574-0
ISBN:	9789811305740$q(electronic bk.)

Copulas and its application in hydrology and water resources
Chen, Lu.

Copulas and its application in hydrology and water resources[electronic resource] /by Lu Chen, Shenglian Guo. - Singapore :Springer Singapore :2019. - x, 290 p. :ill. (some col.), digital ;24 cm. - Springer water,2364-6934. - Springer water..

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 entropy.

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 field.

ISBN: 9789811305740$q(electronic bk.)

Standard No.: 10.1007/978-981-13-0574-0doiSubjects--Topical Terms:

247625
Copulas (Mathematical statistics)

LC Class. No.: QA273.6

Dewey Class. No.: 519.535

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520 $a 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 field.
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