| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m21c.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34R/436TP9L | |||
| Repository | sid.inpe.br/mtc-m21c/2020/09.02.14.54 (restricted access) | |||
| Last Update | 2020:09.02.14.54.54 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21c/2020/09.02.14.54.54 | |||
| Metadata Last Update | 2022:01.04.01.35.20 (UTC) administrator | |||
| DOI | 10.1038/s41467-020-17634-2 | |||
| ISSN | 2041-1723 | |||
| Citation Key | FerreiraVeCoCaQuZhMa:2020:SpDaAn | |||
| Title | Spatiotemporal data analysis with chronological networks  | |||
| Year | 2020 | |||
| Month | Dec. | |||
| Access Date | 2024, May 09 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 4379 KiB | |||
| 2. Context | ||||
| Author | 1 Ferreira, Leonardo N. 2 Vega-Oliveros, Didier A. 3 Cotacallapa, Frank Moshé 4 Cardoso, Manoel Ferreira 5 Quile, Marcos G. 6 Zhao, Liang 7 Macau, Elbert Einstein Nehrer | |||
| Resume Identifier | 1 2 3 4 5 6 7 8JMKD3MGP5W/3C9JGUT | |||
| Group | 1 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR 2 3 CMS-ETES-SESPG-INPE-MCTIC-GOV-BR 4 COCST-COCST-INPE-MCTIC-GOV-BR 5 6 7 LABAC-COCTE-INPE-MCTIC-GOV-BR | |||
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Indiana University 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 Universidade Federal de São Paulo (UNIFESP) 6 Universidade de São Paulo (USP) 7 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 ferreira@leonardonascimento.com 2 3 frank.moshe@inpe.br 4 manoel.cardoso@inpe.br 5 6 7 elbert.macau@inpe.br | |||
| Journal | Nature Communications | |||
| Volume | 11 | |||
| Number | 1 | |||
| Pages | e4036 | |||
| Secondary Mark | A1_ZOOTECNIA_/_RECURSOS_PESQUEIROS A1_MEDICINA_VETERINÁRIA A1_CIÊNCIAS_BIOLÓGICAS_II A1_ASTRONOMIA_/_FÍSICA A2_ENGENHARIAS_IV C_CIÊNCIAS_BIOLÓGICAS_I | |||
| History (UTC) | 2020-09-02 14:54:54 :: simone -> administrator :: 2022-01-04 01:35:20 :: 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 | |||
| Abstract | The number of spatiotemporal data sets has increased rapidly in the last years, which demands robust and fast methods to extract information from this kind of data. Here, we propose a network-based model, called Chronnet, for spatiotemporal data analysis. The network construction process consists of dividing a geometric space into grid cells represented by nodes connected chronologically. Strong links in the network represent consecutive recurrent events between cells. The chronnet construction process is fast, making the model suitable to process large data sets. Using artificial and real data sets, we show how chronnets can capture data properties beyond simple statistics, like frequent patterns, spatial changes, outliers, and spatiotemporal clusters. Therefore, we conclude that chronnets represent a robust tool for the analysis of spatiotemporal data sets. | |||
| Area | COMP | |||
| Arrangement 1 | urlib.net > Produção anterior à 2021 > LABAC > Spatiotemporal data analysis... | |||
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > Spatiotemporal data analysis... | |||
| Arrangement 3 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CMS > Spatiotemporal data analysis... | |||
| Arrangement 4 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > COCST > Spatiotemporal data analysis... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| Language | en | |||
| Target File | ferreira_spatiotemporal.pdf | |||
| User Group | simone | |||
| Visibility | shown | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/3F2PHGS 8JMKD3MGPCW/3F358GL 8JMKD3MGPCW/3F3T29H | |||
| Dissemination | WEBSCI | |||
| Host Collection | urlib.net/www/2017/11.22.19.04 | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn keywords label lineage mark mirrorrepository nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||