| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | marte.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 3ERPFQRTRW/3A68DMP |
| Repository | dpi.inpe.br/marte/2011/07.26.16.56 |
| Last Update | 2011:07.26.16.56.03 (UTC) tereza@sid.inpe.br |
| Metadata Repository | dpi.inpe.br/marte/2011/07.26.16.56.03 |
| Metadata Last Update | 2018:06.06.02.24.43 (UTC) administrator |
| ISBN | 978-85-17-00056-0 (Internet) 978-85-17-00057-7 (DVD) |
| Citation Key | AndradeVieiLaceDavi:2011:ReNeAr |
| Title | Redes Neurais Artificiais (RNA) aplicadas à classificação de áreas cafeeiras na região de Três Pontas-MG  |
| Format | DVD, Internet. |
| Year | 2011 |
| Access Date | 2025, May 09 |
| Secondary Type | PRE CN |
| Number of Files | 1 |
| Size | 474 KiB |
| 2. Context | |
| Author | 1 Andrade, Lívia Naiara de 2 Vieira, Tatiana Grossi Chquiloff 3 Lacerda, Wilian Soares 4 Davis Junior, Clodoveu Augusto |
| Affiliation | 1 Universidade Federal de Minas Gerais – Departamento de Ciência da Computação 2 Empresa de Pesquisa Agropecuária de Minas Gerais - EPAMIG/CTSM 3 Universidade Federal de Lavras – Departamento de Ciência da Computação 4 Universidade Federal de Minas Gerais – Departamento de Ciência da Computação |
| Author e-Mail Address | 1 livia.naiara.andrade@gmail.com 2 tatiana@epamig.ufla.br 3 lacerda@dcc.ufla.br 4 clodoveu@dcc.ufmg.br |
| Editor | Epiphanio, José Carlos Neves Galvão, Lênio Soares |
| e-Mail Address | luana@dsr.inpe.br |
| Conference Name | Simpósio Brasileiro de Sensoriamento Remoto, 15 (SBSR). |
| Conference Location | Curitiba |
| Date | 30 abr. - 5 maio 2011 |
| Publisher | Instituto Nacional de Pesquisas Espaciais (INPE) |
| Publisher City | São José dos Campos |
| Pages | 7603-7610 |
| Book Title | Anais |
| Organization | Instituto Nacional de Pesquisas Espaciais (INPE) |
| History (UTC) | 2011-08-15 15:18:03 :: luana@dsr.inpe.br -> tereza@sid.inpe.br :: 2011 2011-08-19 18:15:27 :: tereza@sid.inpe.br -> administrator :: 2011 2018-06-06 02:24:43 :: administrator -> tereza@sid.inpe.br :: 2011 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Keywords | remote sensing artificial neural network automatic classification land use mapping sensoriamento remoto redes neurais artificiais classificação automática mapeamento uso da terra |
| Abstract | Coffee production is an activity of fundamental importance in the southern region of Minas Gerais state in Brazil and techniques for estimating the planted area, in order to establish reliable yield estimates, are being widely investigated. This study presents an application of Artificial Neural Networks (ANN) to automatically classify remote sensing data to identify coffee crops in Tres Pontas, South region of Minas Gerais. A complicating factor is the high similarity of the spectral patterns of coffee and areas of native forest. Masks were created to filter out drainage and urban areas. The result of the ANN classification was superior to the results found in the literature using automatic classifiers based on the multilayer perceptron model of artificial neural network . The kappa index of the map classified by ANN was 67.61%. |
| Area | SRE |
| Type | Processamento de Imagens |
| 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/3ERPFQRTRW/3A68DMP |
| zipped data URL | http://urlib.net/zip/3ERPFQRTRW/3A68DMP |
| Language | pt |
| Target File | p0606.pdf |
| User Group | luana@dsr.inpe.br tereza@sid.inpe.br |
| Visibility | shown |
| 5. Allied materials | |
| Mirror Repository | urlib.net/www/2011/03.29.20.55 |
| Host Collection | dpi.inpe.br/banon/2003/12.10.19.30 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition group issn label lineage mark nextedition nexthigherunit notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype url versiontype volume |
| 7. Description control | |
| e-Mail (login) | tereza@sid.inpe.br |
| update | |