Model calibration and parameter estimation : for environmental and water resource systems /: for environmental and water resource systems. (2015)

• Record Type: Book
• Further Information: Note: Ne-Zheng Sun, Alexander Sun.
• Authors: Sun, Ne-Zheng; Sun, Alexander
• Contents: Introduction -- The Classical Inverse Problem -- The Gauss-Newton Method -- Multiobjective Inversion and Regularization -- Statistical Methods for Parameter Estimation -- Model Differentiation -- Model Dimension Reduction -- Development of Data-Driven Models -- Data Assimilation for Inversion -- Model Uncertainty Quantification -- Optimal Experimental Design -- Goal-Oriented Modeling.
• Publisher Details: New York, NY : Springer
• Publication Date: 2015
• Extent: 1 online resource (xxviii, 621 pages), illustrations (some color)
• Subjects: 003/.3; Mathematics; Mathematical models; SCIENCE -- System Theory; TECHNOLOGY & ENGINEERING -- Operations Research; Mathematical models; Mathematics; Mathematical Modeling and Industrial Mathematics; Hydrogeology; Math. Applications in Chemistry; Science -- Earth Sciences -- Hydrology; Science -- Chemistry -- General; Hydrology & the hydrosphere; Maths for scientists; Hydraulic engineering; Chemistry -- Mathematics; Mathematics -- Applied; Mathematical modelling; Electronic books
• Languages: English
• ISBNs: 9781493923236; 1493923234
• Related ISBNs: 9781493923229; 1493923226
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed July 7, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.