1. Identity statement | |
Reference Type | Book Section |
Site | mtc-m21c.sid.inpe.br |
Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
Identifier | 8JMKD3MGP3W34R/43T9DRB |
Repository | sid.inpe.br/mtc-m21c/2021/01.05.14.39 (restricted access) |
Last Update | 2021:01.05.14.39.32 (UTC) simone |
Metadata Repository | sid.inpe.br/mtc-m21c/2021/01.05.14.39.32 |
Metadata Last Update | 2022:04.04.04.50.15 (UTC) administrator |
Secondary Key | INPE--/ |
DOI | 10.1007/978-3-030-53669-5_18 |
ISBN | 978-303053668-8 |
Citation Key | AnochiTorrCamp:2021:ClPrPr |
Title | Climate precipitation prediction with uncertainty quantification by self-configuring neural network |
Year | 2021 |
Access Date | 2024, May 19 |
Secondary Type | PRE LI |
Number of Files | 1 |
Size | 2328 KiB |
|
2. Context | |
Author | 1 Anochi, Juliana Aparecida 2 Torres, Reynier Hernández 3 Campos Velho, Haroldo Fraga de |
Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JHC3 |
Group | 1 DIPTC-CGCT-INPE-MCTI-GOV-BR 2 DIPE1-COGPI-INPE-MCTI-GOV-BR 3 COPDT-CGIP-INPE-MCTI-GOV-BR |
Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) |
Author e-Mail Address | 1 juliana.anochi@inpe.br 2 reynier.torres@inpe.br 3 haroldo.camposvelho@inpe.br |
Editor | Cursi, J. E. S. |
Book Title | Proceedings of the 5th International Symposium on Uncertainty Quantification and Stochastic Modelling |
Publisher | Springer |
Pages | 242-253 |
History (UTC) | 2021-01-05 14:39:32 :: simone -> administrator :: 2022-04-04 04:50:15 :: administrator -> simone :: 2021 |
|
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 | Neural network · Precipitation climate prediction · MPCA metaheuristic |
Abstract | Artificial neural networks have been employed on many applications. Good results have been obtained by using neural network for the precipitation climate prediction to the Brazil. The input are some meteorological variables, as wind components for several levels, air temperature, and former precipitation. The neural network is automatically configured, by solving an optimization problem with Multi-Particle Collision Algorithm (MPCA) metaheuristic. However, it is necessary to address, beyond the prediction the uncertainty associated to the prediction. This paper is focused on two-fold. Firstly, to produce a monthly prediction for precipitation by neural network. Secondly, the neural network output is also designed to estimate the uncertainty related to neural prediction. |
Area | MET |
Arrangement 1 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCT > Climate precipitation prediction... |
Arrangement 2 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGIP > Climate precipitation prediction... |
Arrangement 3 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > COGPI > Climate precipitation prediction... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | |
|
4. Conditions of access and use | |
Language | en |
Target File | anochi_climate.pdf |
User Group | simone |
Visibility | shown |
Read Permission | deny from all and allow from 150.163 |
|
5. Allied materials | |
Next Higher Units | 8JMKD3MGPCW/46KUATE 8JMKD3MGPCW/46KUES5 8JMKD3MGPCW/46L2FGP |
Dissemination | BNDEPOSITOLEGAL |
Host Collection | urlib.net/www/2017/11.22.19.04 |
|
6. Notes | |
Empty Fields | archivingpolicy archivist callnumber city copyholder copyright creatorhistory descriptionlevel documentstage e-mailaddress edition format issn label lineage mark mirrorrepository nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup rightsholder schedulinginformation secondarydate secondarymark serieseditor seriestitle session shorttitle sponsor subject tertiarymark tertiarytype translator url volume |
|
7. Description control | |
e-Mail (login) | simone |
update | |
|