| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | mtc-m16c.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP8W/3BT6U45 |
| Repository | sid.inpe.br/mtc-m18/2012/05.16.14.47 |
| Last Update | 2012:05.16.14.47.05 (UTC) administrator |
| Metadata Repository | sid.inpe.br/mtc-m18/2012/05.16.14.47.05 |
| Metadata Last Update | 2018:06.04.03.55.38 (UTC) administrator |
| ISBN | 978-85-17-00059-1 |
| Citation Key | LuLiMoFrDuSa:2012:CoMaLi |
| Title | A comparison of maximum likelihood classifier and object-based method based on multiple sensor datasets for land-use/cover classification in the Brazilian Amazon  |
| Format | On-line. |
| Year | 2012 |
| Access Date | 2024, May 19 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 651 KiB |
| 2. Context | |
| Author | 1 Lu, Dengsheng 2 Li, Guiying 3 Moran, Emilio 4 Freitas, Corina da Costa 5 Dutra, Luciano Vieira 6 Sant’Anna, Sidnei João Siqueira |
| Resume Identifier | 1 2 3 4 5 8JMKD3MGP5W/3C9JHMA |
| Group | 1 2 3 4 DPI-OBT-INPE-MCTI-GOV-BR 5 DPI-OBT-INPE-MCTI-GOV-BR 6 DPI-OBT-INPE-MCTI-GOV-BR |
| Affiliation | 1 2 3 4 undefined 5 undefined 6 undefined |
| Author e-Mail Address | 1 dlu@indiana.edu 2 ligu@indiana.edu 3 moran@indiana.edu 4 corona@dpi.inpe.br 5 dutra@dpi.inpe.br 6 sidnei@dpi.inpe.br |
| Editor | Feitosa, Raul Queiroz Costa, Gilson Alexandre Ostwald Pedro da Almeida, Cláudia Maria de Fonseca, Leila Maria Garcia Kux, Hermann Johann Heinrich |
| e-Mail Address | wanderf@dsr.inpe.br |
| Conference Name | International Conference on Geographic Object-Based Image Analysis, 4 (GEOBIA). |
| Conference Location | Rio de Janeiro |
| Date | May 7-9, 2012 |
| Publisher | Instituto Nacional de Pesquisas Espaciais (INPE) |
| Publisher City | São José dos Campos |
| Pages | 20-24 |
| Book Title | Proceedings |
| Organization | Instituto Nacional de Pesquisas Espaciais (INPE) |
| History (UTC) | 2012-05-16 14:47:05 :: wanderf@dsr.inpe.br -> administrator :: 2012-05-30 13:43:37 :: administrator -> wanderf@dsr.inpe.br :: 2012 2012-06-01 15:12:43 :: wanderf@dsr.inpe.br -> marciana :: 2012 2012-06-12 14:28:24 :: marciana -> seki@dsr.inpe.br :: 2012 2012-06-13 15:55:30 :: seki@dsr.inpe.br -> marciana :: 2012 2012-06-14 15:03:56 :: marciana -> administrator :: 2012 2018-06-04 03:55:38 :: administrator -> :: 2012 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Keywords | Land use/cover classification maximum likelihood classifier object-based method Brazilian Amazon Landsat ALOS PALSAR texture data fusion |
| Abstract | Majority of land use/cover classification studies are based on the use of spectral signatures at the per-pixel level, while ignoring spatial features inherent in an image. The maximum likelihood classifier (MLC) may be the most common classification method in practice, but the object-based classification (OBC) method has been obtained increasingly attention due to its capability of incorporating spatial information in a classification procedure. This paper provides a comparison of MLC and OBC based on different datasets Landsat Thematic Mapper (TM), ALOS PALSAR L-band, and their combinations. Through comparative analysis of the classification results, we found that the OBC method cannot significantly improve overall land use/cover classification accuracy comparing with the maximum likelihood classification, but it indeed improve some vegetation classes having complex forest stand structure, and the OBC method is especially valuable for higher spatial resolution images. Also the OBC method has better performance than MLC when a combination of Landsat TM and PALSAR L-band data as extra bands is used. |
| Area | SRE |
| Type | Forest Analysis |
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > A comparison 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/8JMKD3MGP8W/3BT6U45 |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP8W/3BT6U45 |
| Language | en |
| Target File | 011.pdf |
| User Group | administrator marciana wanderf@dsr.inpe.br |
| Visibility | shown |
| 5. Allied materials | |
| Mirror Repository | urlib.net/www/2011/03.29.20.55 |
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 |
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.53.50 1 |
| Host Collection | sid.inpe.br/mtc-m18@80/2008/03.17.15.17 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition issn label lineage mark nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor shorttitle sponsor tertiarymark tertiarytype url versiontype volume |