| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | mtc-m16.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Repository | sid.inpe.br/marciana/2004/07.07.11.29 |
| Last Update | 2005:12.22.18.10.00 (UTC) administrator |
| Metadata Repository | sid.inpe.br/marciana/2004/07.07.11.29.13 |
| Metadata Last Update | 2018:06.05.01.20.55 (UTC) administrator |
| Secondary Key | INPE-13286-PRE/8528 |
| Citation Key | ShiguemoriSilvCampCarv:2004:NeNeBa |
| Title | Neural network based models in the inversion of temperature vertical profiles from satellite data  |
| Format | On-line |
| Project | Redes neurais |
| Year | 2004 |
| Access Date | 2024, May 17 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 59 KiB |
| 2. Context | |
| Author | 1 Shiguemori, Elcio Hideiti 2 Silva, Jose Demisio Simões da 3 Campos Velho, Haroldo Fraga de 4 Carvalho, João Carlos |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHH2 3 8JMKD3MGP5W/3C9JHC3 |
| Group | 1 LAC-INPE-MCT-BR 2 LAC-INPE-MCT-BR 3 LAC-INPE-MCT-BR 4 LAC-INPE-MCT-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais, Laboratório Associado de Matemática e Computação Aplicada (INPE.LAC) 2 Instituto Nacional de Pesquisas Espaciais, Laboratório Associado de Matemática e Computação Aplicada (INPE.LAC) 3 Instituto Nacional de Pesquisas Espaciais, Laboratório Associado de Matemática e Computação Aplicada (INPE.LAC) 4 Instituto Nacional de Pesquisas Espaciais, Laboratório Associado de Matemática e Computação Aplicada (INPE.LAC) |
| Conference Name | Inverse Problems, Design and Optimization Symposium (IPDO), 17 |
| Conference Location | Rio de Janeiro |
| Date | 17-19 mar. 2004 |
| Book Title | Proceedings |
| History (UTC) | 2005-12-22 18:10:13 :: marciana -> administrator :: 2006-11-09 18:50:26 :: administrator -> marciana :: 2008-02-18 16:51:35 :: marciana -> administrator :: 2018-06-05 01:20:55 :: administrator -> marciana :: 2004 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Keywords | COMPUTER SCIENCE Neural network Vertical temperature profiles Inverse procedure Multilayer perceptrons Radiative Transfer Equation (RTE) COMPUTAÇÃO APLICADA Redes neurais Perfil de temperatura vertical Problemas inversos Equação de transferência radioativa |
| Abstract | In this paper, vertical temperature profiles are inferred by a neural network based inverse procedure from satellite data. A Multilayer Perceptrons network is trained using data provided by the direct model characterized by the Radiative Transfer Equation (RTE). The neural network results are compared to the ones obtained from previous works. In addition, real radiation data from the HIRS/2 - High Resolution Infrared Radiation Sounder - is used as input for the neural networks to generate temperature profiles that are compared to measured temperature profiles from radiosonde. Analysis of the neural network results reveals the generated profiles closely approximate the results of Carvalho et al. and Ramos et al. [1, 2], thus showing adequacy of neural network based models in solving the inverse problem of temperature retrieval from satellite data. The advantages of using neural network based systems are related to their intrinsic features of parallelism and hardware implementation possibilities that may imply in very fast processing systems. |
| Area | COMP |
| Arrangement | urlib.net > Fonds > Produção anterior à 2021 > LABAC > Neural network based... |
| 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/sid.inpe.br/marciana/2004/07.07.11.29 |
| zipped data URL | http://urlib.net/zip/sid.inpe.br/marciana/2004/07.07.11.29 |
| Language | en |
| Target File | neural network.pdf |
| User Group | administrator marciana |
| Visibility | shown |
| Copy Holder | SID/SCD |
| Read Permission | allow from all |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP |
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.49.40 4 sid.inpe.br/mtc-m21/2012/07.13.14.51.54 1 |
| Host Collection | sid.inpe.br/banon/2003/08.15.17.40 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber copyright creatorhistory descriptionlevel dissemination documentstage doi e-mailaddress edition editor electronicmailaddress identifier isbn issn label lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress publisher publisheraddress readergroup rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url versiontype volume |
| 7. Description control | |
| e-Mail (login) | marciana |
| update | |