| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | marte2.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 3ERPFQRTRW34M/3E7GCGU |
| Repository | dpi.inpe.br/marte2/2013/05.28.23.17.14 |
| Last Update | 2013:05.28.23.17.14 (UTC) administrator |
| Metadata Repository | dpi.inpe.br/marte2/2013/05.28.23.17.15 |
| Metadata Last Update | 2024:03.06.16.37.33 (UTC) administrator |
| ISBN | 978-85-17-00066-9 (Internet) 978-85-17-00065-2 (DVD) |
| Label | 313 |
| Citation Key | AlfayaReisFlorBarb:2013:ClÁrAl |
| Title | Classificação de áreas alagáveis da planície do rio Amazonas utilizando mineração de dados e GEOBIA  |
| Format | DVD, Internet. |
| Year | 2013 |
| Access Date | 2024, May 18 |
| Secondary Type | PRE CN |
| Number of Files | 1 |
| Size | 434 KiB |
| 2. Context | |
| Author | 1 Alfaya, Felipe Augusto Ventura da Silva 2 Reis, Mariane Souza 3 Florenzano, Teresa Gallotti 4 Barbosa, Cláudio Clemente Faria |
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JJ9T 4 8JMKD3MGP5W/3C9JGSB |
| Group | 1 SER-SRE-SPG-INPE-MCTI-GOV-BR 2 SER-SRE-SPG-INPE-MCTI-GOV-BR 3 DSR-OBT-INPE-MCTI-GOV-BR 4 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) |
| Author e-Mail Address | 1 alfaya@dsr.inpe.br |
| Editor | Epiphanio, José Carlos Neves Galvão, Lênio Soares |
| Conference Name | Simpósio Brasileiro de Sensoriamento Remoto, 16 (SBSR) |
| Conference Location | Foz do Iguaçu |
| Date | 13-18 abr. 2013 |
| Publisher | Instituto Nacional de Pesquisas Espaciais (INPE) |
| Publisher City | São José dos Campos |
| Pages | 2306-2313 |
| Book Title | Anais |
| Organization | Instituto Nacional de Pesquisas Espaciais (INPE) |
| History (UTC) | 2013-05-28 23:17:15 :: banon -> administrator :: 2024-03-06 16:37:33 :: administrator -> simone :: 2013 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Abstract | The study of the Amazon River floodplain is of great importance for many subjects. The accurate definition of its area is the first challenge for this study. An important source of data for this is the SRTM Digital Elevation Model. The objective of this work is to evaluate the use of data mining procedures to map wetlands in the Amazon River floodplain, using SRTM data and HAND. The results obtained from data mining were compared with classifications created using manual selection of attributes. To apply the method two reaches of this floodplain were selected: Codajás, localized in Amazonas State, and Óbidos, localized in Pará State. The classifications were carried out using two segmentation levels and decision trees built using the J48 algorithm implemented in WEKA. The layers of SRTM-DEM, HAND-DEM and HAND-DEM derived slope and curvature images were used in the classification. A Monte Carlo method based analysis was used to evaluate the level of agreement between the classifications and a reference map. Those results were compared to maps created with manual selection of attributes. For the Óbidos reach, both manual selection and data mining yielded similar results but for the Codajás reach the data mining method performed noticeably better as indicated by the Monte Carlo analisys. |
| Area | SRE |
| Type | Classificação e Mineração de Dados |
| 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/3ERPFQRTRW34M/3E7GCGU |
| zipped data URL | http://urlib.net/zip/3ERPFQRTRW34M/3E7GCGU |
| Language | pt |
| Target File | p0313.pdf |
| User Group | administrator banon |
| Visibility | shown |
| 5. Allied materials | |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 3ERPFQRTRW34M/3E7G88S 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3ER446E 8JMKD3MGPCW/3F3NU5S |
| Citing Item List | dpi.inpe.br/marte2/2013/05.28.22.25 5 sid.inpe.br/bibdigital/2013/09.09.15.05 2 sid.inpe.br/bibdigital/2013/09.13.21.11 2 |
| Host Collection | dpi.inpe.br/marte2/2013/05.17.15.03.06 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi e-mailaddress edition issn keywords lineage mark nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype url versiontype volume |
| 7. Description control | |
| e-Mail (login) | simone |
| update | |