Forecast error correction using dynamic data assimilation. ([2017])

• Record Type: Book
• Further Information: Note: Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski.
• Authors: Lakshmivarahan, S; Lewis, John M; Jabrzemski, Rafal
• Contents: Part I Theory -- Introduction -- Dynamics of evolution of first- and second-order forward sensitivity: discrete time and continuous time -- Estimation of control errors using forward sensitivities: FSM with single and multiple observations -- Relation to adjoint sensitivity and impact of observation -- Estimation of model errors using Pontryagin?s Maximum Principle- its relation to 4-D VAR and hence FSM -- FSM and predictability -- Lyapunov index -- Part II Applications -- Mixed-layer model -- the Gulf of Mexico problem -- Lagrangian data assimilation -- Conclusions -- Appendix -- Index.
• Publisher Details: Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xvi, 270 pages)
• Subjects: 515/.352; Computer science; Forecasting -- Mathematical models; Differentiable dynamical systems; MATHEMATICS -- Calculus; MATHEMATICS -- Mathematical Analysis; Differentiable dynamical systems; Forecasting -- Mathematical models; Computers -- Computer Simulation; Computers -- Online Services -- General; Science -- Earth Sciences -- Meteorology & Climatology; Science -- Earth Sciences -- Geology; Computer modelling & simulation; Computer science; Earth sciences; Geology & the lithosphere; Data mining; Computer simulation; GeologyxMathematics; Computers -- Database Management -- Data Mining; Data mining; Electronic books
• Languages: English
• ISBNs: 9783319399973; 3319399977
• Related ISBNs: 9783319399959; 3319399950
• Notes: Note: Includes bibliographical references (pages 259-263) and index.; Note: Print version record.
• 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.