| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | J8LNKAN8RW/3ARNFJ5 |
| Repository | dpi.inpe.br/plutao/2011/11.23.18.41 (restricted access) |
| Last Update | 2012:01.30.11.07.47 (UTC) administrator |
| Metadata Repository | dpi.inpe.br/plutao/2011/11.23.18.41.10 |
| Metadata Last Update | 2018:06.05.00.01.36 (UTC) administrator |
| DOI | 10.1109/Multi-Temp.2011.6005055 |
| ISBN | 978-1-4577-1202-9 |
| Label | lattes: 0096913881679975 7 MelloMaSaCaAGRUSa:2011:SpAnRe |
| Citation Key | MelloMaSaCaAgRuSa:2011:SpAnRe |
| Title | Spectral-Temporal Analysis by Response Surface applied to detect deforestation in the Brazilian Amazon  |
| Year | 2011 |
| Access Date | 2024, May 04 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 1365 KiB |
| 2. Context | |
| Author | 1 Mello, Marcio Pupin 2 Martins, Flora da Silva Ramos Vieira 3 Sato, L. Y. 4 Cantinho, R. Z. 5 Aguiar, Daniel Alves 6 Rudorff, Bernardo Friedrich Theodor 7 Santos, Rafael Duarte Coelho dos |
| Group | 1 DSR-OBT-INPE-MCT-BR 2 DSR-OBT-INPE-MCT-BR 3 DSR-OBT-INPE-MCT-BR 4 DSR-OBT-INPE-MCT-BR 5 DSR-OBT-INPE-MCT-BR 6 DSR-OBT-INPE-MCT-BR 7 LAC-CTE-INPE-MCT-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) |
| Author e-Mail Address | 1 2 3 4 5 6 7 rafael.santos@lac.inpe.br |
| e-Mail Address | rafael.santos@lac.inpe.br |
| Conference Name | International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Multi-Temp, 6. |
| Conference Location | Trento |
| Date | 12-14 July |
| Publisher | IEEE |
| Volume | INSPEC Accession Number: 12217049 |
| Pages | 89-92 |
| Book Title | Proceedings |
| Tertiary Type | Paper |
| History (UTC) | 2011-11-24 11:03:16 :: lattes -> secretaria.cpa@dir.inpe.br :: 2011 2012-01-30 11:07:48 :: secretaria.cpa@dir.inpe.br -> administrator :: 2011 2018-06-05 00:01:36 :: administrator -> marciana :: 2011 |
| 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 | classification MODIS multispectral multitemporal remote sensing STARS Brazilian Amazon Data sets Deforestation patterns K-nearest neighbors MODIS Multi-spectral Multi-temporal Response surface Spectral change |
| Abstract | Spectral-Temporal Analysis by Response Surface (STARS), which exploits both multispectral and multitemporal information using fitted response surfaces, was used to describe deforestation patterns in the Brazilian Amazon. The STARS was conducted upon a MODIS dataset formed by 21 selected cloud free images (eight days composition) acquired from August 2003 to August 2004. The Multi-Coefficient Image (MCI) resulted from the STARS was used as input attributes for the three tested classifiers: Instance Based K-nearest neighbor (IBK), Decision Tree (DT) and Neural Network (NN). The IBK classifier presented the highest accuracy (K=0.93) in detecting deforestation also indicating the deforestation period (early or late in the year). The results showed that the STARS is promising to describe spectral change patterns over time, allowing detection of the deforestation process which occurs in the Brazilian Amazon. |
| Area | SRE |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSR > Spectral-Temporal Analysis by... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Spectral-Temporal Analysis by... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| Language | en |
| Target File | 06005055.pdf |
| User Group | administrator lattes secretaria.cpa@dir.inpe.br |
| Visibility | shown |
| Read Permission | deny from all and allow from 150.163 |
| Update Permission | not transferred |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPCW/3ER446E 8JMKD3MGPCW/3ESGTTP |
| 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 format issn lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress project publisheraddress readergroup resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark type url |
| 7. Description control | |
| e-Mail (login) | marciana |
| update | |