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Reference TypeConference Paper (Conference Proceedings)
Sitemtc-m16b.sid.inpe.br
Holder Codeisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Repositorycptec.inpe.br/walmeida/2004/05.31.09.41
Last Update2004:12.03.02.00.00 administrator
Metadatacptec.inpe.br/walmeida/2004/05.31.09.41.43
Metadata Last Update2018:06.05.03.51.09 administrator
Secondary KeyINPE-10617-PRE/6079
Citation KeyNowosadCampRios:2000:NeNeNe
TitleNeural network as a new approach for data assimilation
FormatCD-ROM
Year2000
Date16-20 out. 2000
Access Date2021, Jan. 18
Number of Files1
Size162 KiB
Context area
Author1 Nowosad, A. G.
2 Campos Velho, H. F. de
3 Rios Neto, A.
Group1 DMD-INPE-MCT-BR
2 LAC-INPE-MCT-BR
Affiliation1 INPE-Sao Jose dos Campos-12227-010-SP-Brasil
e-Mail Addressfabia@cptec.inpe.br
Conference NameCongresso Brasileiro de Meteorologia, 11.
Conference LocationRio de Janeiro
Pages3078-3086
Book TitleAnais
Secondary TypePRE CN
Tertiary TypeArtigos
OrganizationSBMET
History2005-04-27 17:10:23 :: Fabia -> administrator ::
2008-06-10 21:13:54 :: administrator -> estagiario ::
2010-05-11 16:53:23 :: estagiario -> administrator ::
2018-06-05 03:51:09 :: administrator -> marciana :: 2000
Content and structure area
Is the master or a copy?is the master
Content Stagecompleted
Transferable1
Content TypeExternal Contribution
Keywordsdata assimilation, neural networks, Kalman filter, nonlinear dynamics.
AbstractMultilayer Perceptron Neural Networks are tested as a new method for data assimilation in DYNAMO meteorological model. The approach "emulates" the Kalman Filter data assimilation method avoiding recalculation of the gain matrix at each instant of assimilation. A new prodedure for training the networks is also presented, based on a modification in the backpropagation algorithm. An Adaptive Extended Kalman Filter was used to provide examples for network training.
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data URLhttp://mtc-m16b.sid.inpe.br/rep/cptec.inpe.br/walmeida/2004/05.31.09.41
zipped data URLhttp://mtc-m16b.sid.inpe.br/zip/cptec.inpe.br/walmeida/2004/05.31.09.41
Languagept
Target FilePT00002.PDF
User Groupadministrator
Visibilityshown
Copy HolderSID/SCD
Allied materials area
Next Higher Units8JMKD3MGPCW/3ESGTTP
Host Collectioncptec.inpe.br/walmeida/2003/04.25.17.12
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