| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m21d.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34T/45LT725 | |||
| Repository | sid.inpe.br/mtc-m21d/2021/10.25.17.56 | |||
| Last Update | 2021:10.25.17.56.58 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21d/2021/10.25.17.56.58 | |||
| Metadata Last Update | 2022:04.03.22.27.38 (UTC) administrator | |||
| DOI | 10.3390/atmos12101278 | |||
| ISSN | 2073-4433 | |||
| Citation Key | CostaGPRSGSH:2021:GaFiQu | |||
| Title | Gap filling and quality control applied to meteorological variables measured in the northeast region of Brazil  | |||
| Year | 2021 | |||
| Month | Oct. | |||
| Access Date | 2024, May 19 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 10034 KiB | |||
| 2. Context | ||||
| Author | 1 Costa, Rafaela Lisboa 2 Gomes, Heliofábio Barros 3 Pinto, David Duarte Cavalcante 4 Rocha Júnior, Rodrigo Lins da 5 Silva, Fabrício Daniel dos Santos 6 Gomes, Helber Barros 7 Silva, Maria Cristina Lemos da 8 Herdies, Dirceu Luís | |||
| Resume Identifier | 1 2 3 4 5 6 7 8 8JMKD3MGP5W/3C9JGTU | |||
| ORCID | 1 0000-0002-8298-5901 | |||
| Group | 1 2 3 4 5 6 7 8 DIMNT-CGCT-INPE-MCTI-GOV-BR | |||
| Affiliation | 1 Universidade Federal de Alagoas (UFAL) 2 Universidade Federal de Alagoas (UFAL) 3 Universidade Federal de Alagoas (UFAL) 4 Universidade Federal de Alagoas (UFAL) 5 Universidade Federal de Alagoas (UFAL) 6 Universidade Federal de Alagoas (UFAL) 7 Universidade Federal de Alagoas (UFAL) 8 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 rafaelalisboac@gmail.com 2 heliofabio@icat.ufal.br 3 david.duarte@icat.ufal.br 4 rodrigo.junior@icat.ufal.br 5 fabricio.santos@icat.ufal.br 6 helber.gomes@icat.ufal.br 7 cristina.lemos@icat.ufal.br 8 dirceu.herdies@inpe.br | |||
| Journal | Atmosphere | |||
| Volume | 12 | |||
| Number | 10 | |||
| Pages | e1278 | |||
| Secondary Mark | B3_ENGENHARIAS_III B3_ENGENHARIAS_I B3_CIÊNCIAS_AMBIENTAIS B4_ENGENHARIAS_II B5_GEOCIÊNCIAS | |||
| History (UTC) | 2021-10-25 17:56:58 :: simone -> administrator :: 2021-10-25 17:56:58 :: administrator -> simone :: 2021 2021-10-25 17:57:29 :: simone -> administrator :: 2021 2022-04-03 22:27:38 :: 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 | Climate analysis Data quality control Missing values time series Verification | |||
| Abstract | In this work, we used the MICE (Multivariate Imputation by Chained Equations) technique to impute missing daily data from six meteorological variables (precipitation, temperature, relative humidity, atmospheric pressure, wind speed and insolation) from 96 stations located in the northeast region of Brazil (NEB) for the period from 1961 to 2014. We then applied tests with a quality control system (QCS) developed for the detection, correction and possible replacement of suspicious data. Both the applied gap filling technique and the QCS showed that it was possible to solve two of the biggest problems found in time series of daily data measured in meteorological stations: the generation of plausible values for each variable of interest, in order to remedy the absence of observations, and how to detect and allow proper correction of suspicious values arising from observations. | |||
| Area | MET | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCT > Gap filling and... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGP3W34T/45LT725 | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W34T/45LT725 | |||
| Language | en | |||
| Target File | costa_gap.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Archiving Policy | allowpublisher allowfinaldraft | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGPCW/46KUATE | |||
| Citing Item List | sid.inpe.br/bibdigital/2022/04.03.22.23 2 sid.inpe.br/mtc-m21/2012/07.13.14.44.41 1 | |||
| Dissemination | WEBSCI; PORTALCAPES; SCOPUS. | |||
| Host Collection | urlib.net/www/2021/06.04.03.40 | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository nextedition notes parameterlist parentrepositories previousedition previouslowerunit progress project readpermission rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||