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Copulas and its application in hydro...

Chen, Lu.

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Copulas and its application in hydrology and water resources

Record Type:	Electronic resources : Monograph/item
Title/Author:	Copulas and its application in hydrology and water resources/ by Lu Chen, Shenglian Guo.
Author:	Chen, Lu.
other author:	Guo, Shenglian.
Published:	Singapore :Springer Singapore : : 2019.,
Description:	x, 290 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer eBooks
Subject:	Copulas (Mathematical statistics) -
Online resource:	http://dx.doi.org/10.1007/978-981-13-0574-0
ISBN:	9789811305740

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

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

1086625
Copulas (Mathematical statistics)

LC Class. No.: QA273.6

Dewey Class. No.: 519.535

Copulas and its application in hydrology and water resources
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245 1 0 $a Copulas and its application in hydrology and water resources $h [electronic resource] / $c by Lu Chen, Shenglian Guo.
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300 $a x, 290 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Springer water, $x 2364-6934
505 0 $a 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.
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.
650 0 $a Copulas (Mathematical statistics) $3 1086625
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650 2 4 $a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 1005896
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