| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP3W/3FCLKQB |
| Repository | sid.inpe.br/plutao/2013/12.12.18.33 |
| Last Update | 2018:08.27.13.24.43 (UTC) marcelo.pazos@inpe.br |
| Metadata Repository | sid.inpe.br/plutao/2013/12.12.18.33.35 |
| Metadata Last Update | 2018:08.27.13.24.44 (UTC) marcelo.pazos@inpe.br |
| DOI | 10.1109/IGARSS.2013.6723191 |
| ISBN | 978-1-4799-1114-1 |
| Label | lattes: 1913003589198061 3 ZanottaZaniShim:2013:AuDeBu |
| Citation Key | ZanottaZaniShim:2013:AuDeBu |
| Title | Automatic detection of burned areas in wetlands by remote sensing multitemporal images  |
| Format | DVD |
| Year | 2013 |
| Access Date | 2024, May 18 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 2538 KiB |
| 2. Context | |
| Author | 1 Zanotta, Daniel Capella 2 Zani, Hiran 3 Shimabukuro, Yosio Edemir |
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JJCQ |
| Group | 1 SER-SRE-SPG-INPE-MCTI-GOV-BR 2 SER-SRE-SPG-INPE-MCTI-GOV-BR 3 DSR-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) |
| Author e-Mail Address | 1 2 3 yosio@ltid.inpe.br |
| e-Mail Address | yosio@ltid.inpe.br |
| Conference Name | IEEE International Geoscience and Remote Sensing Symposium, (IGARSS). |
| Conference Location | Melbourne, Australia |
| Date | 2013 |
| Publisher | IEEE |
| Volume | 1 |
| Pages | 1959-1962 |
| Book Title | Proceedings |
| Tertiary Type | Paper |
| History (UTC) | 2013-12-12 18:33:35 :: lattes -> administrator :: 2016-08-19 14:34:29 :: administrator -> marciana :: 2013 2016-11-03 23:31:42 :: marciana -> marcelo.pazos@inpe.br :: 2013 2016-11-14 15:48:02 :: marcelo.pazos@inpe.br -> administrator :: 2013 2018-06-04 23:39:25 :: administrator -> marcelo.pazos@inpe.br :: 2013 |
| 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 | wetlands Bayes methods covariance matrices erosion expectation-maximisation algorithm floods geophysical image processing image classification statistical analysis terrain mapping |
| Abstract | In this paper, a methodology for automatic detection of burned areas is suggested. The classification criterion is performed using Bayesian statistical parameter (mean and covariance matrix) extracted automatically using the Expectation Maximization algorithm and taking into account the spectral similarity between burned and flooded areas. In this work the final process involves the application of morphological operators of erosion and dilation of images in order to insert information from the spatial context, refining the final map. Experiments were conducted to a TM-Landsat scene with areas affected by fires and seasonal flooding. The results show that the accuracy is increased with the consideration of flooding mask and the subsequent application of spatial context, reaching values up to 97% of accuracy when compared with a reference map. |
| Area | SRE |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSR > Automatic detection of... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > SER > Automatic detection of... |
| 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/8JMKD3MGP3W/3FCLKQB |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W/3FCLKQB |
| Language | en |
| User Group | lattes marcelo.pazos@inpe.br |
| Reader Group | administrator marcelo.pazos@inpe.br marciana |
| Visibility | shown |
| Update Permission | not transferred |
| 5. Allied materials | |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 8JMKD3MGPCW/3ER446E 8JMKD3MGPCW/3F3NU5S |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination edition editor issn lineage mark nextedition notes numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress project publisheraddress readpermission rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject targetfile tertiarymark type url |
| 7. Description control | |
| e-Mail (login) | marcelo.pazos@inpe.br |
| update | |