| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | marte2.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP6W34M/3JM4EQ8 |
| Repository | sid.inpe.br/marte2/2015/06.15.16.04.54 |
| Last Update | 2015:06.15.16.04.54 (UTC) banon |
| Metadata Repository | sid.inpe.br/marte2/2015/06.15.16.04.55 |
| Metadata Last Update | 2018:06.06.03.26.20 (UTC) administrator |
| ISBN | 978-85-17-0076-8 |
| Label | 1220 |
| Citation Key | MartinsDuPaSaFrGu:2015:MaRiEs |
| Title | Mapeamento do risco da esquistossomose em Minas Gerais usando k-NN e ´arvore de decis?ao  |
| Format | Internet |
| Year | 2015 |
| Access Date | 2024, May 20 |
| Secondary Type | PRE CN |
| Number of Files | 1 |
| Size | 1387 KiB |
| 2. Context | |
| Author | 1 Martins, Flávia de Toledo 2 Dutra, Luciano Vieira 3 Pantaleão, Eliana 4 Sandri, Sandra 5 Freitas, Corina da Costa 6 Guimarães, Ricardo José de Paula Souza e |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHMA |
| Group | 1 2 DPI-OBT-INPE-MCTI-GOV-BR |
| Affiliation | 1 2 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 flavinha@dpi.inpe.br |
| Editor | Gherardi, Douglas Francisco Marcolino Aragão, Luiz Eduardo Oliveira e Cruz de |
| e-Mail Address | wanderf@dsr.inpe.br |
| Conference Name | Simpósio Brasileiro de Sensoriamento Remoto, 17 (SBSR) |
| Conference Location | João Pessoa |
| Date | 25-29 abr. 2015 |
| Publisher | Instituto Nacional de Pesquisas Espaciais (INPE) |
| Publisher City | São José dos Campos |
| Pages | 5912-5918 |
| Book Title | Anais |
| Organization | Instituto Nacional de Pesquisas Espaciais (INPE) |
| History (UTC) | 2015-06-15 16:04:55 :: banon -> administrator :: 2018-06-06 03:26:20 :: administrator -> simone :: 2015 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Abstract | Of all the parasitic diseases that affect humans, schistosomiasis is one of the most widespread. Considered a serious public health problem, the disease affects thousands of people in Brazil. Since the implementation of schistosomiasis control program in the state of Minas Gerais, stock control and surveillance have been conducted. To contribute to the control and mapping of endemic areas, the aim of this study is to obtain thematic maps showing the risk factor for schistosomiasis mansoni in Minas Gerais. Schistosomiasis is a disease caused by a worm that uses a snail as intermediary host. The worm uses the water to go from the snail to humans. Several variables can contribute for a high risk of a population contracting the disease. In this study, this risk is evaluated from climate, socioeconomic and remote sensing variables, which include MODIS and SRTM data. In this work, two pattern recognition techniques were used to generate two risk maps, with several parameter configurations. The first one is decision trees, for which a total of 19 classifications were generated. The second one technique is the nearest neighbour classification. For this method, only the number of neighbours varied, and 11 classifications were generated. Results showed a better result for the decistion trees in most part of the tests. |
| Area | SRE |
| Type | Saúde |
| 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/8JMKD3MGP6W34M/3JM4EQ8 |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP6W34M/3JM4EQ8 |
| Language | pt |
| Target File | p1220.pdf |
| User Group | banon |
| Visibility | shown |
| 5. Allied materials | |
| Mirror Repository | urlib.net/www/2011/03.29.20.55 |
| Next Higher Units | 8JMKD3MGP6W34M/3JJLLP2 8JMKD3MGPCW/3EQCCU5 |
| Citing Item List | sid.inpe.br/marte2/2015/05.31.21.54 8 sid.inpe.br/mtc-m21/2012/07.13.14.53.50 2 sid.inpe.br/bibdigital/2013/09.09.15.05 1 |
| Host Collection | dpi.inpe.br/marte2/2013/05.17.15.03.06 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition issn keywords lineage mark nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype url versiontype volume |
| 7. Description control | |
| e-Mail (login) | simone |
| update | |