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Forecast Error Correction using Dynamic Data Assimilation (Paperback, Softcover reprint of the original 1st ed. 2017) Loot Price: R3,803
Discovery Miles 38 030
Repayment Terms: R356 pm x 12*
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Forecast Error Correction using Dynamic Data Assimilation (Paperback, Softcover reprint of the original 1st ed. 2017):...

Forecast Error Correction using Dynamic Data Assimilation (Paperback, Softcover reprint of the original 1st ed. 2017)

Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski

Series: Springer Atmospheric Sciences

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Loot Price R3,803 Discovery Miles 38 030 | Repayment Terms: R356 pm x 12*

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This book introduces the reader to a new method of data assimilation with deterministic constraints (exact satisfaction of dynamic constraints)-an optimal assimilation strategy called Forecast Sensitivity Method (FSM), as an alternative to the well-known four-dimensional variational (4D-Var) data assimilation method. 4D-Var works with a forward in time prediction model and a backward in time tangent linear model (TLM). The equivalence of data assimilation via 4D-Var and FSM is proven and problems using low-order dynamics clarify the process of data assimilation by the two methods. The problem of return flow over the Gulf of Mexico that includes upper-air observations and realistic dynamical constraints gives the reader a good idea of how the FSM can be implemented in a real-world situation.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Springer Atmospheric Sciences
Release date: June 2018
First published: 2017
Authors: Sivaramakrishnan Lakshmivarahan • John M. Lewis • Rafal Jabrzemski
Dimensions: 235 x 155 x 15mm (L x W x T)
Format: Paperback
Pages: 270
Edition: Softcover reprint of the original 1st ed. 2017
ISBN-13: 978-3-319-82010-1
Categories: Books > Computing & IT > General theory of computing > General
Books > Computing & IT > Applications of computing > Computer modelling & simulation
Books > Earth & environment > Earth sciences > Geology & the lithosphere > General
Books > Computing & IT > Applications of computing > Databases > Data mining
LSN: 3-319-82010-9
Barcode: 9783319820101

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