Copulas and their applications in water resources engineering /
Zhang, Lan
Copulas and their applications in water resources engineering / Lan Zhang and V.P. Singh - United Kingdom Cambridge University Press 2019 - 603p.
Complex environmental and hydrological processes are characterized by more than one correlated random variable. These events are multivariate and their treatment requires multivariate frequency analysis. Traditional analysis methods are, however, too restrictive and do not apply in many cases. Recent years have therefore witnessed numerous applications of copulas to multivariate hydrologic frequency analyses. This book describes the basic concepts of copulas and outlines current trends and developments in copula methodology and applications. It includes an accessible discussion of the methods alongside simple step-by-step sample calculations. Detailed case studies with real-world data are included and are organized based on applications, such as flood frequency analysis and water quality analysis. Illustrating how to apply the copula method to multivariate frequency analysis, engineering design, and risk and uncertainty analysis, this book is ideal for researchers, professionals and graduate students in hydrology and water resources engineering.
9781108474252
Water resources development--Mathematical models
Water-supply engineering--Mathematical models
Copulas (Mathematical statistics)
Hydrology--Mathematics
519.2401 ZHA-L
Copulas and their applications in water resources engineering / Lan Zhang and V.P. Singh - United Kingdom Cambridge University Press 2019 - 603p.
Complex environmental and hydrological processes are characterized by more than one correlated random variable. These events are multivariate and their treatment requires multivariate frequency analysis. Traditional analysis methods are, however, too restrictive and do not apply in many cases. Recent years have therefore witnessed numerous applications of copulas to multivariate hydrologic frequency analyses. This book describes the basic concepts of copulas and outlines current trends and developments in copula methodology and applications. It includes an accessible discussion of the methods alongside simple step-by-step sample calculations. Detailed case studies with real-world data are included and are organized based on applications, such as flood frequency analysis and water quality analysis. Illustrating how to apply the copula method to multivariate frequency analysis, engineering design, and risk and uncertainty analysis, this book is ideal for researchers, professionals and graduate students in hydrology and water resources engineering.
9781108474252
Water resources development--Mathematical models
Water-supply engineering--Mathematical models
Copulas (Mathematical statistics)
Hydrology--Mathematics
519.2401 ZHA-L