| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | mtc-m21b.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34P/3N2U8K2 | |||
| Repository | sid.inpe.br/mtc-m21b/2016/12.19.12.27 | |||
| Last Update | 2017:02.24.15.38.42 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/mtc-m21b/2016/12.19.12.27.28 | |||
| Metadata Last Update | 2023:03.01.23.37.43 (UTC) administrator | |||
| Secondary Key | INPE--PRE/ | |||
| Citation Key | AssisRGVLSMC:2016:BiDaSt | |||
| Title | Big data streaming for remote sensing time series analytics using MapReduce  | |||
| Year | 2016 | |||
| Access Date | 2024, May 18 | |||
| Secondary Type | PRE CN | |||
| Number of Files | 1 | |||
| Size | 2584 KiB | |||
| 2. Context | ||||
| Author | 1 Assis, Luiz Fernando Ferreira Gomes 2 Ribeiro, Gilberto 3 Gomes, Karine Reis Ferreira 4 Vinhas, Lúbia 5 Llapa, Eduardo 6 Sanchez, Alber 7 Maus, Victor Wegner 8 Câmara, Gilberto | |||
| Resume Identifier | 1 2 3 4 8JMKD3MGP5W/3C9JHM4 5 6 7 8 8JMKD3MGP5W/3C9JHB8 | |||
| Group | 1 DPI-OBT-INPE-MCTI-GOV-BR 2 DPI-OBT-INPE-MCTI-GOV-BR 3 DPI-OBT-INPE-MCTI-GOV-BR 4 DPI-OBT-INPE-MCTI-GOV-BR 5 DPI-OBT-INPE-MCTI-GOV-BR 6 DPI-OBT-INPE-MCTI-GOV-BR 7 CST-CST-INPE-MCTI-GOV-BR 8 DPI-OBT-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) 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 Instituto Nacional de Pesquisas Espaciais (INPE) 6 Instituto Nacional de Pesquisas Espaciais (INPE) 7 Instituto Nacional de Pesquisas Espaciais (INPE) 8 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 luizffga@dpi.inpe.br 2 gribeiro@dpi.inpbe 3 karine@dpi.inpe.br 4 lubia@dpi.inpe.br 5 edullapa@dpi.inpe.br 6 alber.ipia@dpi.inpe.br 7 victor.maus@inpe.br 8 gilberto@dpi.inpe.br | |||
| Conference Name | Brazilian Symposium on GeoInformatics, 17 (GEOINFO) | |||
| Conference Location | Campos do Jordão, SP | |||
| Date | 27-30 nov. 2016 | |||
| Book Title | Anais | |||
| History (UTC) | 2016-12-19 12:27:52 :: simone -> administrator :: 2016 2017-02-20 15:56:31 :: administrator -> simone :: 2016 2017-02-24 15:38:42 :: simone -> administrator :: 2016 2018-06-04 02:41:40 :: administrator -> simone :: 2016 2020-05-20 13:36:26 :: simone -> administrator :: 2016 2023-03-01 23:37:43 :: administrator -> simone :: 2016 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Abstract | Governmental agencies provide a large and open set of satellite imagery which can be used to track changes in geographic features over time. The current available analysis methods are complex and they are very demanding in terms of computing capabilities. Hence, scientist cannot reproduce analytic results because of lack of computing infrastructure. Therefore, we propose a combination of streaming and map-reduce for time series analysis of time series data. We tested our proposal by applying the classification algorithm BFAST to MODIS imagery. Then, we evaluated account computing performance and requirements quality attributes. Our results revealed that the combination between Hadoop and R can handle complex analysis of remote sensing time series. | |||
| Area | SRE | |||
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Big data streaming... | |||
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > COCST > Big data streaming... | |||
| Arrangement 3 | urlib.net > BDMCI > Fonds > GEOINFO > XVII GEOINFO > Big data streaming... | |||
| Arrangement 4 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > XVII GEOINFO > Big data streaming... | |||
| Arrangement 5 | urlib.net > BDMCI > Fonds > GEOINFO > Coleção GEOINFO > Big data streaming... | |||
| 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://mtc-m21b.sid.inpe.br/ibi/8JMKD3MGP3W34P/3N2U8K2 | |||
| zipped data URL | http://mtc-m21b.sid.inpe.br/zip/8JMKD3MGP3W34P/3N2U8K2 | |||
| Language | en | |||
| Target File | 229-239assis-1.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | urlib.net/www/2011/03.29.20.55 | |||
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3F3T29H 8JMKD3MGPDW34P/42T2PKB 8JMKD3MGPDW34P/48F29JE | |||
| Citing Item List | sid.inpe.br/mtc-m16c/2020/07.22.00.33 1 sid.inpe.br/bibdigital/2013/09.09.15.05 1 sid.inpe.br/mtc-m16c/2023/01.30.13.05 1 | |||
| Host Collection | sid.inpe.br/mtc-m21b/2013/09.26.14.25.20 | |||
| 6. Notes | ||||
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination doi e-mailaddress edition editor format isbn issn keywords label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project publisher publisheraddress readpermission rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url versiontype volume | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||