| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | mtc-m16c.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP8W/35LT4CB |
| Repository | sid.inpe.br/mtc-m18@80/2009/07.16.16.36 |
| Last Update | 2009:07.16.16.36.41 (UTC) administrator |
| Metadata Repository | sid.inpe.br/mtc-m18@80/2009/07.16.16.36.42 |
| Metadata Last Update | 2020:04.28.17.48.46 (UTC) administrator |
| Citation Key | VelhoHärt:2009:PrReNe |
| Title | Preliminary results with neural network for data assimilation to the space weather  |
| Format | On-line |
| Project | Brazilian Decimetric Array |
| Year | 2009 |
| Access Date | 2025, July 04 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 177 KiB |
| 2. Context | |
| Author | 1 Velho, Haroldo de Campos 2 Härter, Fabrício P. |
| Group | 1 LAC-CTE-INPE-MCT-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 National Institute of Meteorology (INMet) |
| Author e-Mail Address | 1 haroldo@lac.inpe.br 2 fabricio.harter@inmet.gov.br |
| Editor | Scientific Sawant, Hanumant Shankar Rao, A. Pramesh Gopalswamy, Natchimuthukonar Hurford, Gordon J. Ananthakrishnan, Subramaniam Executive Fernandes, Francisco Carlos Rocha Moraes, Lu¨ªs Cesar Pereira de |
| e-Mail Address | lcmoraes@das.inpe.br |
| Conference Name | Brazilian Decimetric Array Workshop. |
| Conference Location | INPE |
| Date | July 28 ¨C August 1, 2008 |
| Publisher | INPE |
| Publisher City | São José dos Campos |
| Pages | 161-168 |
| Book Title | Proceedings |
| Tertiary Type | Paper |
| History (UTC) | 2009-07-16 16:37:21 :: lcmoraes@das.inpe.br -> administrator :: 2020-04-28 17:48:46 :: administrator -> simone :: 2009 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Keywords | NEURAL NETWORK ASSIMILATION SPACE WEATHER |
| Abstract | Data assimilation is an essential step for improving space weather operational forecasting by means of an appropriated combination between observational data and data from a mathematical model. In the present work data assimilation methods based on Kalman filter and artificial neural networks are applied to a three-wave model of auroral radio emissions. A novel data assimilation method is presented, whereby a multilayer perceptron neural network is trained to emulate a Kalman filter for data assimilation by using cross validation. The results obtained render support for the use of neural networks as an assimilation technique for space weather prediction. |
| Area | CEA |
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Preliminary results with... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| data URL | http://urlib.net/ibi/8JMKD3MGP8W/35LT4CB |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP8W/35LT4CB |
| Language | en |
| Target File | BDA_proc25_Haroldo.pdf |
| User Group | administrator lcmoraes@das.inpe.br administrator |
| Visibility | shown |
| 5. Allied materials | |
| Mirror Repository | sid.inpe.br/mtc-m18@80/2008/03.17.15.17.24 |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP |
| Citing Item List | sid.inpe.br/bibdigital/2013/09.22.23.14 1 |
| Host Collection | sid.inpe.br/mtc-m18@80/2008/03.17.15.17 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition isbn issn label lineage mark nextedition notes numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark type url versiontype volume |
| 7. Description control | |
| e-Mail (login) | simone |
| update | |