| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | mtc-m21c.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34R/43FN8U8 | |||
| Repository | sid.inpe.br/mtc-m21c/2020/10.26.17.16 (restricted access) | |||
| Last Update | 2020:10.26.17.16.27 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21c/2020/10.26.17.16.27 | |||
| Metadata Last Update | 2022:01.04.01.35.31 (UTC) administrator | |||
| Secondary Key | INPE--PRE/ | |||
| DOI | 10.1007/978-3-030-58814-4_17 | |||
| ISBN | 978-303058813-7 | |||
| ISSN | 03029743 | |||
| Citation Key | BittencourtMoreSantSant:2020:ApClBu | |||
| Title | An approach to classify burned areas using few previously validated samples  | |||
| Year | 2020 | |||
| Access Date | 2024, Apr. 18 | |||
| Secondary Type | PRE CI | |||
| Number of Files | 1 | |||
| Size | 2816 KiB | |||
| 2. Context | ||||
| Author | 1 Bittencourt, Olga de Oliveira 2 Morelli, Fabiano 3 Santos Júnior, Cícero Alves dos 4 Santos, Rafael Duarte Coelho dos | |||
| Resume Identifier | 1 2 3 4 8JMKD3MGP5W/3C9JJ4N | |||
| ORCID | 1 0000-0002-1604-3713 2 0000-0003-2110-4477 3 0000-0002-4095-789X 4 0000-0002-8313-6688 | |||
| Group | 1 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR 2 DIDSA-CGCPT-INPE-MCTIC-GOV-BR 3 CGCPT-CGCPT-INPE-MCTIC-GOV-BR 4 LABAC-COCTE-INPE-MCTIC-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 olga.bittencourt@inpe.br 2 fabiano.morelli@inpe.br 3 cicero.junior@inpe.br 4 rafael.santos@inpe.br | |||
| Editor | Gervasi, O. Murgante, B. Misra, S. Garau, C. Blecic, I. Taniar, D. Apduhan, B. O. Rocha, A. M. A. C. Tarantino, E. Torre, C. M. Karaca, Y. | |||
| Conference Name | International Conference on Computational Science and Its Applications,20 | |||
| Conference Location | Cagliari, Italy | |||
| Date | 01-04 July | |||
| Publisher | Springer | |||
| Pages | 239-254 | |||
| Book Title | Proceedings | |||
| History (UTC) | 2020-10-26 17:16:27 :: simone -> administrator :: 2022-01-04 01:35:31 :: administrator -> simone :: 2020 | |||
| 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 | Remote sensing · Burned forest classification keyword · Forest fire survey and monitoring | |||
| Abstract | Monitoring the large number of active fires and their consequences in such an extensive area such as the Brazilian territory is an important task. Machine Learning techniques are a promising approach to contribute to this area, but the challenge is the building of rich example datasets, whose previous examples are unavailable in many areas. Our aim in this article is to move towards the development of an approach to detect burned areas in regions for which there is no previously validated samples. We deal with that by presenting some experiments to classify burned areas through Machine Learning techniques that combine remote sensing data from nearby areas and it can distinguish between burned and non burned polygons with good results. | |||
| Area | COMP | |||
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGIP > An approach to... | |||
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > CGCPT > An approach to... | |||
| Arrangement 3 | urlib.net > DIDSA > An approach to... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| Language | en | |||
| Target File | bittencourt_approach.pdf | |||
| User Group | simone | |||
| Visibility | shown | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/3EUPEJL 8JMKD3MGPCW/3F2PHGS 8JMKD3MGPCW/43SRC6S | |||
| Host Collection | urlib.net/www/2017/11.22.19.04 | |||
| 6. Notes | ||||
| Notes | Lecture Notes in Computer Science, v.12253 | |||
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination e-mailaddress edition format label lineage mark mirrorrepository nextedition numberofvolumes organization parameterlist parentrepositories previousedition previouslowerunit progress project publisheraddress readergroup rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url volume | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||