| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP3W/3FCL42L |
| Repository | sid.inpe.br/plutao/2013/12.12.15.21 |
| Last Update | 2015:03.11.16.47.16 (UTC) administrator |
| Metadata Repository | sid.inpe.br/plutao/2013/12.12.15.21.24 |
| Metadata Last Update | 2022:03.18.22.15.28 (UTC) administrator |
| Label | lattes: 4050318480364899 5 OliveiraSEDBMSMK:2013:SiInMa |
| Citation Key | OliveiraSEDBMSMK:2013:SiInMa |
| Title | Simulations of the Interplanetary Magnetic Field conditions with NARX networks  |
| Format | DVD |
| Year | 2013 |
| Access Date | 2024, May 17 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 148 KiB |
| 2. Context | |
| Author | 1 Oliveira, Alexandro Gerson 2 Silva, Marlos Rockenbach da 3 Echer, Ezequiel 4 Dal Lago, Alisson 5 Braga, Carlos Roberto 6 Mendonça, Rafael Rodrigues Souza de 7 Schuch, Nelson Jorge 8 Munakata, K. 9 Kuwabara, T |
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JH3D 4 8JMKD3MGP5W/3C9JGH3 5 6 7 8JMKD3MGP5W/3C9JHUD |
| Group | 1 2 3 DGE-CEA-INPE-MCTI-GOV-BR 4 DGE-CEA-INPE-MCTI-GOV-BR 5 GESATM-CEA-SPG-INPE-MCTI-GOV-BR 6 GESATM-CEA-SPG-INPE-MCTI-GOV-BR 7 CRS-CCR-INPE-MCTI-GOV-BR |
| Affiliation | 1 Universidade do Vale do Paraíba (UNIVAP) 2 Universidade do Vale do Paraíba (UNIVAP) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 Instituto Nacional de Pesquisas Espaciais (INPE) 6 Instituto Nacional de Pesquisas Espaciais (INPE) 7 Instituto Nacional de Pesquisas Espaciais (INPE) 8 Shinshu University 9 University of Delaware |
| Author e-Mail Address | 1 2 3 eecher@dge.inpe.br 4 alisson.dallago@inpe.br 5 crbraga@dge.inpe.br 6 7 njschuch@lacesm.ufsm.br |
| e-Mail Address | crbraga@dge.inpe.br |
| Conference Name | International Cosmic Ray Conference, 33 (ICRC). |
| Conference Location | Rio de Janeiro |
| Date | 2013 |
| Book Title | Proceedings |
| Tertiary Type | Paper |
| History (UTC) | 2013-12-12 15:21:24 :: lattes -> administrator :: 2022-03-18 22:15:28 :: administrator -> marcelo.pazos@inpe.br :: 2013 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Version Type | publisher |
| Keywords | cosmic rays muons artificial neural networks interplanetary magnetic field |
| Abstract | Currently most of the data about interplanetary plasma with solar origin comes from space born technology. This technology, although very useful, is also very susceptible to space weather conditions. In this work we proposed simulate the intensity of the Interplanetary Magnetic Field (IMF) using ground observation of the cosmic rays anisotropies of the Global Muon Detector Network (GMDN). We used Non-linear Autoregressive with Exogenous inputs (NARX) neural networks as simulation tool. This neural network model can operate in two modes: the series-parallel mode in which we simulate just one step ahead and must be constantly feeded with the correct value of the IMF, and the parallel mode which uses the value estimated by the network in past iteractions to calculate the next one, producing simulations with longer time range and that just depends of the cosmic rays data. The preliminary results indicate that this is an interesting approach that may produce valuable estimations of the Interplanetary Magnetic Field. |
| Area | CEA |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDGE > Simulations of the... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > CRCRS > Simulations of the... |
| Arrangement 3 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > GES > Simulations of the... |
| 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/8JMKD3MGP3W/3FCL42L |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W/3FCL42L |
| Language | en |
| Target File | oliveira_simulations.pdf |
| User Group | lattes marcelo.pazos@inpe.br |
| Reader Group | administrator marcelo.pazos@inpe.br |
| Visibility | shown |
| Read Permission | allow from all |
| Update Permission | not transferred |
| 5. Allied materials | |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 8JMKD3MGPCW/3EU29DP 8JMKD3MGPCW/3EUFCFP 8JMKD3MGPCW/3F2PBEE |
| Citing Item List | sid.inpe.br/bibdigital/2013/10.12.21.02 1 sid.inpe.br/mtc-m21/2012/07.13.14.45.47 1 |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination doi edition editor isbn issn lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project publisher publisheraddress rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark type url volume |
| 7. Description control | |
| e-Mail (login) | marcelo.pazos@inpe.br |
| update | |