國立高雄大學圖資館 |

Language: English

Back

Copulas and its application in hydro...

Chen, Lu.

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 resourcesby 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.
Contained By:	Springer eBooks
Subject:	Copulas (Mathematical statistics)
Online resource:	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

Copulas and its application in hydrology and water resources
LDR:02309nmm a2200337 a 4500 001 550286
003 DE-He213
005 20180628160939.0
006 m d
007 cr nn 008maaau
008 191004s2019 si s 0 eng d
020 $a 9789811305740$q(electronic bk.)
020 $a 9789811305733$q(paper)
024 7 $a 10.1007/978-981-13-0574-0 $2 doi
035 $a 978-981-13-0574-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA273.6
072 7 $a RBP $2 bicssc
072 7 $a RBGK $2 bicssc
072 7 $a SCI042000 $2 bisacsh
082 0 4 $a 519.535 $2 23
090 $a QA273.6 $b .C518 2019
100 1 $a Chen, Lu. $3 830080
245 1 0 $a Copulas and its application in hydrology and water resources $h [electronic resource] / $c by Lu Chen, Shenglian Guo.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2019.
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 247625
650 0 $a Hydrology $x Statistical methods. $3 561062
650 1 4 $a Engineering. $3 210888
650 2 4 $a Geoengineering, Foundations, Hydraulics. $3 338647
650 2 4 $a Hydrology/Water Resources. $3 675922
650 2 4 $a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 348605
700 1 $a Guo, Shenglian. $3 830081
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Springer water. $3 683754
856 4 0 $u http://dx.doi.org/10.1007/978-981-13-0574-0
950 $a Earth and Environmental Science (Springer-11646)