| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | mtc-m21b.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34P/3J9MLEB | |||
| Repository | sid.inpe.br/mtc-m21b/2015/04.06.18.42 (restricted access) | |||
| Last Update | 2015:04.06.18.43.00 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21b/2015/04.06.18.42.44 | |||
| Metadata Last Update | 2021:01.03.02.13.16 (UTC) administrator | |||
| Secondary Key | INPE--PRE/ | |||
| DOI | 10.1109/JURSE.2015.7120351 | |||
| ISBN | 9781479966523 | |||
| Citation Key | FrançaLoAlSiKoFoSi:2015:SPBr | |||
| Title | Object-based image analysis for urban land cover classification in the city of Campinas - SP, Brazil  | |||
| Year | 2015 | |||
| Access Date | 2024, May 18 | |||
| Secondary Type | PRE CI | |||
| Number of Files | 1 | |||
| Size | 4275 KiB | |||
| 2. Context | ||||
| Author | 1 França, David Guimarães Monteiro 2 Lotte, Rodolfo Georjute 3 Almeida, Cláudia Maria de 4 Siani, Sacha Maruã Ortiz 5 Korting, Thales Sehn 6 Fonseca, Leila Maria Garcia 7 Silva, Luiz Tadeu da | |||
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JGS3 4 5 6 8JMKD3MGP5W/3C9JHLD | |||
| 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 SER-SRE-SPG-INPE-MCTI-GOV-BR 5 DPI-OBT-INPE-MCTI-GOV-BR 6 OBT-OBT-INPE-MCTI-GOV-BR 7 DSA-CPT-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) 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 davidgmf@dsr.inpe.br 2 lotte@dsr.inpe.br 3 almeida@dsr.inpe.br 4 sacha@dsr.inpe.br 5 tkorting@dpi.inpe.br 6 leila@dpi.inpe.br 7 luiz.tadeu@cptec.inpe.br | |||
| Conference Name | Joint Urban Remote Sensing Event, (JURSE). | |||
| Conference Location | Lausanne, Switzerland | |||
| Date | 30 Mar.-1 April 2015 | |||
| Publisher City | IEEE | |||
| Book Title | Proceedings | |||
| History (UTC) | 2015-04-06 18:42:44 :: simone -> administrator :: 2016-06-04 05:07:16 :: administrator -> simone :: 2015 2016-10-11 19:18:20 :: simone -> administrator :: 2015 2021-01-03 02:13:16 :: administrator -> simone :: 2015 | |||
| 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 | Economic valuation Environmental impact Payment for ecosystem services Silting-up | |||
| Abstract | Classifiers that make use of pixel-by-pixel approaches are limited in the high spatial and radiometric resolution of urban areas, that happens mostly because of the similarity between the target's spectral response like ceramic roofs and bare soil. Because of that, the literature favors approaches that make use of object-oriented analysis for image interpretation, those approaches make a better use of the high spatial resolution and do not use only the target spectral response. Assuming that the object-oriented analysis is a favorable approach to be employed for intra-urban image classification, this paper will assess the results of such approach through an implementation of it in an urbanized area from the city of Campinas (Brazil), which has a size close to twelve square kilometers. Making use of the fusion of high spatial resolution image from Worldview-2 sensor and it's panchromatic band, the experiments were performed with the use of eCognition Developer 8 as the segmentation platform, and the classification being based on a decision tree generated by J48 (C4.5) algorithm on the software WEKA. This work also assess which approach best suits the experiment needs, being an optimal attribute selection achieved through a Wrapper filter, with a final kappa statistic of 0.9425. | |||
| Area | SRE | |||
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Object-based image analysis... | |||
| Arrangement 2 | urlib.net > Fonds > Produção anterior à 2021 > DIDSR > Object-based image analysis... | |||
| Arrangement 3 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > CGOBT > Object-based image analysis... | |||
| Arrangement 4 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > SER > Object-based image analysis... | |||
| Arrangement 5 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSA > Object-based image analysis... | |||
| 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 | franca_objetct.pdf | |||
| User Group | administrator simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | urlib.net/www/2011/03.29.20.55 | |||
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3ER446E 8JMKD3MGPCW/3EU2H28 8JMKD3MGPCW/3F3NU5S 8JMKD3MGPCW/43SRC6S | |||
| Citing Item List | sid.inpe.br/bibdigital/2021/01.03.02.10 4 sid.inpe.br/mtc-m21/2012/07.13.14.43.49 2 sid.inpe.br/bibdigital/2013/09.09.15.05 1 | |||
| Dissemination | IEEEXplore | |||
| Host Collection | sid.inpe.br/mtc-m21b/2013/09.26.14.25.20 | |||
| 6. Notes | ||||
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress edition editor format issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project publisher rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url volume | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||