Cover image for Model validation : perspectives in hydrological science
Title:
Model validation : perspectives in hydrological science
Publication Information:
Chichester, England : Wiley, 2001
Physical Description:
xi, 500 p. : ill., maps (some col.) ; 25 cm.
ISBN:
9780471985723
Subject Term:

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30000010167525 GB656.2.H9 M624 2001 Open Access Book Book
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Summary

Summary

Validation is a central issue to future model design in environmental science. This book is the first to provide a critical appraisal of today's validation needs, capabilities, and required changes in philosophy. It takes examples from four different scales: hillslope and river channel, catchment, regional, and global.

This timely book offers unique, multifaceted coverage of model validation in hydrological science today. Topics covered include calibration procedures, data assimilation, scaling, critical future need in validation, and evidence of field data.
* State-of-the-art research book on an important new topic
* End-of-section discussion chapters written by leading international researchers


Author Notes

Malcolm G. Anderson, is founder and Editor-in-Chief of Hydrological Processes, the international research journal published by Wiley. Professor Anderson has longstanding research interests in the fields of numerical hydrology and geotechnical model development for landslide prediction. He has held full year appointments as a Senior Research Hydrologist, for the U.S. Corps Engineers Waterways Experiment Station, USA and the Geotechnical Control Office, Hong Kong.


Table of Contents

Malcolm G. Anderson and Paul D. BatesAdam Morton and Mauricio SuarezNaomi Oreskes and Kenneth BelitzKeith BevenE. Scott BairClaude R. DietrichPeter YoungD. Pearson and M.S. Horritt and R.J. Gurney and D.C. MasonH.W.G. BooltinkP. GermannRobert E. Davis and Rachel Jordan and Steven Daly and George KoenigHubert J. Morel-SeytouxPaul D. Bates and Malcolm G. AndersonR.A. Falconer and B. Lin and S.M. KashefipourMarcelo H. GarciaStuart N. Lane and Keith S. RichardsMartin J. Siegert and Antony J. PayneJens Christian Refsgaard
List of contributorsp. ix
Chapter 1 Hydrological Science: Model Credibility and Scientific Integrityp. 1
Chapter 2 Kinds of Modelsp. 11
Chapter 3 Philosophical Issues in Model Assessmentp. 23
Chapter 4 Calibration, Validation and Equifinality in Hydrological Modelling: a Continuing Discussion...p. 43
Chapter 5 Models in the Courtroomp. 57
Chapter 6 On Simulation, Calibration and Ill-conditioning with Application to Environmental System Modellingp. 77
Chapter 7 Data-Based Mechanistic Modelling and Validation of Rainfall-Flow Processesp. 117
Chapter 8 The Use of Remote Sensing to Validate Hydrological Modelsp. 163
Chapter 9 Soil Water Relationsp. 195
Chapter 10 A Hydromechanical Approach to Preferential Flowp. 233
Chapter 11 Validation of Snow Modelsp. 261
Chapter 12 Groundwaterp. 293
Chapter 13 Validation of Hydraulic Modelsp. 325
Chapter 14 Modelling Water Quality Processes in Riverine Systemsp. 357
Chapter 15 Modelling Sediment Entrainment into Suspension, Transport and Deposition in Riversp. 389
Chapter 16 The 'Validation' of Hydrodynamic Models: Some Critical Perspectivesp. 413
Chapter 17 The Validation of Ice-sheet Modelsp. 439
Chapter 18 Discussion of Model Validation in Relation to the Regional and Global Scalep. 461
Author Indexp. 485
Subject Indexp. 494