| 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/3N2UANP | |||
| Repository | sid.inpe.br/mtc-m21b/2016/12.19.12.53 | |||
| Last Update | 2016:12.19.12.53.04 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/mtc-m21b/2016/12.19.12.53.04 | |||
| Metadata Last Update | 2023:03.01.23.37.48 (UTC) administrator | |||
| Secondary Key | INPE--PRE/ | |||
| Citation Key | BendiniFoKöMaSaAr:2016:AsMuAp | |||
| Title | Assessment of a multi-sensor approach for noise removal on Landsat-8 OLI time series using CBERS-4 MUX data to improve crop classification based on phenological features  | |||
| Year | 2016 | |||
| Access Date | 2024, May 18 | |||
| Secondary Type | PRE CN | |||
| Number of Files | 1 | |||
| Size | 1366 KiB | |||
| 2. Context | ||||
| Author | 1 Bendini, Hugo do Nascimento 2 Fonseca, Leila Maria Garcia 3 Körting, Thales Sehn 4 Marujo, Rennan de Freitas Bezerra 5 Sanches, Ieda Del'Arco 6 Arcanjo, Jeferson de Souza | |||
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHLD | |||
| Group | 1 SER-SRE-SPG-INPE-MCTI-GOV-BR 2 OBT-OBT-INPE-MCTI-GOV-BR 3 DPI-OBT-INPE-MCTI-GOV-BR 4 CAP-COMP-SPG-INPE-MCTI-GOV-BR 5 DSR-OBT-INPE-MCTI-GOV-BR 6 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) | |||
| Author e-Mail Address | 1 hbendini@dsr.inpe.br 2 leila.fonseca@inpe.br 3 thales.korting@inpe.br 4 rennan.marujo@inpe.br 5 ieda.sanches@inpe.br 6 jeferson@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 12:53:12 :: simone -> administrator :: 2016 2016-12-20 20:30:06 :: administrator -> simone :: 2016 2016-12-22 16:52:55 :: simone -> administrator :: 2016 2018-06-04 02:41:40 :: administrator -> simone :: 2016 2020-05-20 13:49:13 :: simone -> administrator :: 2016 2023-03-01 23:37:48 :: administrator -> simone :: 2016 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | publisher | |||
| Abstract | We investigated a method for noise removal on Landsat-8 OLI timeseries using CBERS-4 MUX data to improve crop classification. An algorithm was built to look to the nearest MUX image for each Landsat image, based on user defined time span. The algorithm checks for cloud contaminated pixels on the Landsat time series using Fmask and replaces them with CBERS-4 MUX to build the integrated time series (Landsat-8 OLI+CBERS-4 MUX). Phenological features were extracted from the time series samples for each method (EVI and NDVI original time series and multi-sensor time series, with and without filtering) and subjected to data mining using Random Forest classification. In general, we observed a slight increase in the classification accuracy when using the proposed method. The best result was observed with the EVI integrated filtered time series (78%), followed by the filtered Landsat EVI time series (76%). | |||
| Area | SRE | |||
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Assessment of a... | |||
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSR > Assessment of a... | |||
| Arrangement 3 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > CGOBT > Assessment of a... | |||
| Arrangement 4 | urlib.net > Fonds > Produção pgr ATUAIS > CAP > Assessment of a... | |||
| Arrangement 5 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > SER > Assessment of a... | |||
| Arrangement 6 | urlib.net > BDMCI > Fonds > GEOINFO > XVII GEOINFO > Assessment of a... | |||
| Arrangement 7 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > XVII GEOINFO > Assessment of a... | |||
| Arrangement 8 | urlib.net > BDMCI > Fonds > GEOINFO > Coleção GEOINFO > Assessment of a... | |||
| 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/3N2UANP | |||
| zipped data URL | http://mtc-m21b.sid.inpe.br/zip/8JMKD3MGP3W34P/3N2UANP | |||
| Language | en | |||
| Target File | bendini_assessment.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/3ER446E 8JMKD3MGPCW/3EU2H28 8JMKD3MGPCW/3F2PHGS 8JMKD3MGPCW/3F3NU5S 8JMKD3MGPDW34P/42T2PKB 8JMKD3MGPDW34P/48F29JE | |||
| Citing Item List | sid.inpe.br/bibdigital/2013/10.12.22.16 3 sid.inpe.br/mtc-m16c/2020/07.22.00.33 1 sid.inpe.br/bibdigital/2013/09.09.15.05 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 volume | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||