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Modeling Hydrologic Change: Statistical Methods

Autor Richard H. McCuen
en Limba Engleză Hardback – 29 oct 2002
Modeling hydrologic changes and predicting their impact on watersheds is a dominant concern for hydrologists and other water resource professionals, civil and environmental engineers, and urban and regional planners. As such changes continue, it becomes more essential to have the most up-to-date tools with which to perform the proper analyses and modeling of the complex ecology, morphology, and physical processes that occur within watersheds. An application-oriented text, Modeling Hydrologic Change: Statistical Methods provides a step-by-step presentation of modeling procedures to help you properly analyze and model real-world data.

The text addresses modeling systems where change has affected data that will be used to calibrate and test models of the system. The use of actual hydrologic data will help you learn how to handle the vagaries of real-world hydrologic-change data. All four elements of the modeling process are discussed: conceptualization, formulation, calibration, and verification. Although the book is oriented towards the statistical aspects of modeling, a strong background in statistics is not required. The statistical and modeling methods discussed here will be of value to all disciplines involved in modeling change. With approximately 100 illustrations, Modeling Hydrologic Change will equip you with an understanding with which to perform the proper analyses and modeling of the complex processes that occur across various disciplines.
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Specificații

ISBN-13: 9781566706001
ISBN-10: 1566706009
Pagini: 448
Ilustrații: 518 equations; 120 Tables, black and white; 64 Illustrations, black and white
Dimensiuni: 156 x 234 x 29 mm
Greutate: 1 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Professional

Cuprins

Data, Statistics, and Modeling. Introduction to Time Series Modeling. Statistical Hypothesis Testing. Outlier Detection. Frequency Analysis. Graphical Detection of Nonhomogeneity. Statistical Detection Of Nonhomogeneity. Detection of Change in Moments. Detection of Change in Distribution. Modeling Change. Hydrologic Simulation. Sensitivity Analysis. Frequency Analysis under Non-Stationary Land Use Conditions.

Descriere

Taking an application-oriented approach, Modeling Hydrologic Change: Statistical Methods provides readers with a step-by-step presentation of modeling procedures to help them properly analyze and model real-world data. All four elements of the modeling process are discussed: conceptualization, formulation, calibration, and verification. The statistical and modeling methods discussed here will be of value to all disciplines involved in modeling change. With approximately 100 illustrations, the book equips readers with an understanding with which to perform the proper analyses and modeling of the complex processes that occur across various disciplines.