skip to content
Forecast error correction using dynamic data assimilation Preview this item
ClosePreview this item
Checking...

Forecast error correction using dynamic data assimilation

Author: S Lakshmivarahan; John M Lewis; Rafal Jabrzemski
Publisher: Switzerland : Springer, [2017]
Series: Springer atmospheric sciences.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
Forecast Error Correction Using Dynamic Data Assimilation.
[Place of publication not identified] : Springer-Verlag New York Inc 2016
(OCoLC)950953198
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: S Lakshmivarahan; John M Lewis; Rafal Jabrzemski
ISBN: 9783319399973 3319399977
OCLC Number: 961185277
Description: 1 online resource (xvi, 270 pages).
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.
Series Title: Springer atmospheric sciences.
Responsibility: Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski.

Abstract:

dfgdgdfg  Read more...

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/961185277> # Forecast error correction using dynamic data assimilation
    a schema:CreativeWork, schema:Book, schema:MediaObject ;
    library:oclcnum "961185277" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/sz> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/3920078131#Topic/mathematics_calculus> ; # MATHEMATICS--Calculus
    schema:about <http://experiment.worldcat.org/entity/work/data/3920078131#Topic/forecasting_mathematical_models> ; # Forecasting--Mathematical models
    schema:about <http://dewey.info/class/515.352/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/3920078131#Topic/differentiable_dynamical_systems> ; # Differentiable dynamical systems
    schema:about <http://experiment.worldcat.org/entity/work/data/3920078131#Topic/mathematics_mathematical_analysis> ; # MATHEMATICS--Mathematical Analysis
    schema:author <http://experiment.worldcat.org/entity/work/data/3920078131#Person/lewis_john_m> ; # John M. Lewis
    schema:author <http://experiment.worldcat.org/entity/work/data/3920078131#Person/lakshmivarahan_s> ; # S. Lakshmivarahan
    schema:author <http://experiment.worldcat.org/entity/work/data/3920078131#Person/jabrzemski_rafal> ; # Rafal Jabrzemski
    schema:bookFormat schema:EBook ;
    schema:datePublished "2017" ;
    schema:description "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."@en ;
    schema:description "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."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/3920078131> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://worldcat.org/issn/2194-5225> ; # Springer atmospheric sciences,
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/3920078131#Series/springer_atmospheric_sciences> ; # Springer atmospheric sciences.
    schema:isSimilarTo <http://www.worldcat.org/oclc/950953198> ;
    schema:name "Forecast error correction using dynamic data assimilation"@en ;
    schema:productID "961185277" ;
    schema:url <http://lib.myilibrary.com/detail.asp?ID=965187> ;
    schema:url <http://link.springer.com/10.1007/978-3-319-39997-3> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1235149> ;
    schema:url <https://login.libproxy.noctrl.edu/login?url=http://dx.doi.org/10.1007/978-3-319-39997-3> ;
    schema:url <http://er.llcc.edu:2048/login?url=http://dx.doi.org/10.1007/978-3-319-39997-3> ;
    schema:url <http://public.eblib.com/choice/publicfullrecord.aspx?p=4722672> ;
    schema:url <http://ebookcentral.proquest.com/lib/illcencol-ebooks/detail.action?docID=4722672> ;
    schema:url <https://proxy1.library.eiu.edu/login?url=http://dx.doi.org/10.1007/978-3-319-39997-3> ;
    schema:url <https://grinnell.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-39997-3> ;
    schema:url <http://link.springer.com/openurl?genre=book&isbn=978-3-319-39995-9> ;
    schema:url <https://login.proxy.lib.strath.ac.uk/login?url=http://link.springer.com/10.1007/978-3-319-39997-3> ;
    schema:url <http://ebookcentral.proquest.com/lib/macewan-ebooks/detail.action?docID=4722672> ;
    schema:url <http://www.myilibrary.com?id=965187> ;
    schema:url <http://sfx.carli.illinois.edu/sfxwhe/sfx_local?genre=book&sid=Voyager:WHE&sfx.ignore_date_threshold=1&svc.fulltext=yes&rft.isbn=978-3-319-39997-3> ;
    schema:url <http://lib.myilibrary.com?id=965187> ;
    schema:url <https://login.proxy.bib.uottawa.ca/login?url=http://link.springer.com/10.1007/978-3-319-39997-3> ;
    schema:url <http://dx.doi.org/10.1007/978-3-319-39997-3> ;
    schema:workExample <http://worldcat.org/isbn/9783319399973> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/961185277> ;
    .


Related Entities

<http://ebookcentral.proquest.com/lib/illcencol-ebooks/detail.action?docID=4722672>
    rdfs:comment "Available for ICC via Ebook Central. Click here to access." ;
    .

<http://ebookcentral.proquest.com/lib/macewan-ebooks/detail.action?docID=4722672>
    rdfs:comment "from Ebook Central" ;
    rdfs:comment "(Single User Access)" ;
    .

<http://experiment.worldcat.org/entity/work/data/3920078131#Person/jabrzemski_rafal> # Rafal Jabrzemski
    a schema:Person ;
    schema:familyName "Jabrzemski" ;
    schema:givenName "Rafal" ;
    schema:name "Rafal Jabrzemski" ;
    .

<http://experiment.worldcat.org/entity/work/data/3920078131#Person/lakshmivarahan_s> # S. Lakshmivarahan
    a schema:Person ;
    schema:familyName "Lakshmivarahan" ;
    schema:givenName "S." ;
    schema:name "S. Lakshmivarahan" ;
    .

<http://experiment.worldcat.org/entity/work/data/3920078131#Person/lewis_john_m> # John M. Lewis
    a schema:Person ;
    schema:familyName "Lewis" ;
    schema:givenName "John M." ;
    schema:name "John M. Lewis" ;
    .

<http://experiment.worldcat.org/entity/work/data/3920078131#Series/springer_atmospheric_sciences> # Springer atmospheric sciences.
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/961185277> ; # Forecast error correction using dynamic data assimilation
    schema:name "Springer atmospheric sciences." ;
    .

<http://experiment.worldcat.org/entity/work/data/3920078131#Topic/differentiable_dynamical_systems> # Differentiable dynamical systems
    a schema:Intangible ;
    schema:name "Differentiable dynamical systems"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/3920078131#Topic/forecasting_mathematical_models> # Forecasting--Mathematical models
    a schema:Intangible ;
    schema:name "Forecasting--Mathematical models"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/3920078131#Topic/mathematics_calculus> # MATHEMATICS--Calculus
    a schema:Intangible ;
    schema:name "MATHEMATICS--Calculus"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/3920078131#Topic/mathematics_mathematical_analysis> # MATHEMATICS--Mathematical Analysis
    a schema:Intangible ;
    schema:name "MATHEMATICS--Mathematical Analysis"@en ;
    .

<http://lib.myilibrary.com?id=965187>
    rdfs:comment "Connect to MyiLibrary resource." ;
    .

<http://lib.myilibrary.com/detail.asp?ID=965187>
    rdfs:comment "from MyiLibrary" ;
    rdfs:comment "(Single User Access)" ;
    .

<http://worldcat.org/isbn/9783319399973>
    a schema:ProductModel ;
    schema:isbn "3319399977" ;
    schema:isbn "9783319399973" ;
    .

<http://worldcat.org/issn/2194-5225> # Springer atmospheric sciences,
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/961185277> ; # Forecast error correction using dynamic data assimilation
    schema:issn "2194-5225" ;
    schema:name "Springer atmospheric sciences," ;
    .

<http://www.worldcat.org/oclc/950953198>
    a schema:CreativeWork ;
    rdfs:label "Forecast Error Correction Using Dynamic Data Assimilation." ;
    schema:description "Print version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/961185277> ; # Forecast error correction using dynamic data assimilation
    .

<https://login.proxy.bib.uottawa.ca/login?url=http://link.springer.com/10.1007/978-3-319-39997-3>
    rdfs:comment "SpringerLink (Restricted to University of Ottawa)" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.