| 1. Identity statement | |
| Reference Type | Journal Article |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP3W/43NH958 |
| Repository | sid.inpe.br/plutao/2020/12.07.15.19 |
| Last Update | 2020:12.09.11.48.03 (UTC) lattes |
| Metadata Repository | sid.inpe.br/plutao/2020/12.07.15.19.24 |
| Metadata Last Update | 2022:01.04.01.31.26 (UTC) administrator |
| ISSN | 0100-8307 2179-460X |
| Label | lattes: 5142426481528206 3 CorreaCustCamp:2020:MoRaFo |
| Citation Key | CorreaCustCamp:2020:MoRaFo |
| Title | Monthly rainfall forecast study in Southeastern Brazil using multi-layer perceptron (MLP) neural networks  |
| Year | 2020 |
| Access Date | 2024, May 17 |
| Type of Work | journal article |
| Secondary Type | PRE PN |
| Number of Files | 1 |
| Size | 59 KiB |
| 2. Context | |
| Author | 1 Correa, Cleber Souza 2 Custodio, Diogo Machado 3 Campos Velho, Haroldo Fraga de |
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JHC3 |
| Group | 1 2 3 LABAC-COCTE-INPE-MCTIC-GOV-BR |
| Affiliation | 1 Instituto de Aeronáutica e Espaço (IAE) 2 Instituto de Aeronáutica e Espaço (IAE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 clebercsc@fab.mil.br 2 diogodmc@fab.mil.br 3 haroldo.camposvelho@inpe.br |
| Journal | Ciência e Natura |
| Volume | 42 |
| Number | esp. |
| Pages | e4 |
| Secondary Mark | B2_PLANEJAMENTO_URBANO_E_REGIONAL_/_DEMOGRAFIA B2_INTERDISCIPLINAR B2_ENSINO B2_CIÊNCIAS_AMBIENTAIS B3_GEOGRAFIA B3_ADMINISTRAÇÃO,_CIÊNCIAS_CONTÁBEIS_E_TURISMO B4_SAÚDE_COLETIVA B4_GEOCIÊNCIAS B4_ENGENHARIAS_I B4_BIODIVERSIDADE B4_ARQUITETURA_E_URBANISMO B5_ZOOTECNIA_/_RECURSOS_PESQUEIROS B5_MATEMÁTICA_/_PROBABILIDADE_E_ESTATÍSTICA B5_ENGENHARIAS_IV B5_ENGENHARIAS_III B5_ENGENHARIAS_II B5_CIÊNCIAS_BIOLÓGICAS_I B5_CIÊNCIAS_AGRÁRIAS_I C_QUÍMICA C_CIÊNCIAS_BIOLÓGICAS_II |
| History (UTC) | 2020-12-07 15:19:24 :: lattes -> administrator :: 2020-12-09 11:46:42 :: administrator -> lattes :: 2020 2020-12-09 11:48:04 :: lattes -> administrator :: 2020 2022-01-04 01:31:26 :: administrator -> simone :: 2020 |
| 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 | Solar activity Precipitation analysis Multi-layer perceptron neural network |
| Abstract | This work uses the MLP neural network technique to make monthly rainfall forecast estimates for Guarulhos airport in southeastern Brazil using a time series of approximately 70 years. Neural network structures with two or more hidden layers showed a better result, minimizing the prediction error. |
| Area | COMP |
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Monthly rainfall forecast... |
| 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/43NH958 |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W/43NH958 |
| Language | en |
| Target File | correa_monthly.pdf |
| User Group | lattes |
| Reader Group | administrator lattes |
| Visibility | shown |
| Archiving Policy | allowpublisher allowfinaldraft |
| Update Permission | not transferred |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP |
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.49.40 3 sid.inpe.br/bibdigital/2013/09.22.23.14 3 |
| URL (untrusted data) | https://periodicos.ufsm.br/cienciaenatura/article/view/45220 |
| Dissemination | PORTALCAPES |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel doi e-mailaddress format isbn lineage mark mirrorrepository month nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readpermission rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype |
| 7. Description control | |
| e-Mail (login) | simone |
| update | |