| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | marte.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 3ERPFQRTRW/3A3TJ2H |
| Repository | dpi.inpe.br/marte/2011/07.12.14.49 |
| Last Update | 2011:07.12.14.49.48 (UTC) tereza@sid.inpe.br |
| Metadata Repository | dpi.inpe.br/marte/2011/07.12.14.49.49 |
| Metadata Last Update | 2020:04.13.14.08.51 (UTC) tereza@sid.inpe.br |
| ISBN | 978-85-17-00056-0 (Internet) 978-85-17-00057-7 (DVD) |
| Citation Key | SerratoSousPinzPard:2011:CoDeMo |
| Title | Comparación del modelo markoviano y de regresión para predicción de cambios en el uso y cobertura del suelo en la zona central del Departamento del Meta-Colombia  |
| Format | DVD, Internet. |
| Year | 2011 |
| Access Date | 2025, June 30 |
| Secondary Type | PRE CN |
| Number of Files | 1 |
| Size | 476 KiB |
| 2. Context | |
| Author | 1 Serrato, Jeniffer Trejos 2 Sousa Júnior, Manoel de Araújo 3 Pinzón, Federico Pinzón 4 Pardi Lacruz, María Silvia |
| Affiliation | 1 Grupo de Investigación en Geomática Aplicada - GIGA Universidad del Valle - Cali, Valle del Cauca, Colombia 2 Universidade Federal de Santa Maria - UFSM 3 Universidad del Valle - Cali, Valle del Cauca, Colombia 4 CRECTEALC – Campus Brasil |
| Author e-Mail Address | 1 jeniffertrejos@gmail.com 2 manoel.der.ufsm@gmail.com 3 fedepinzon@gmail.com 4 lacruz@dsr.inpe.br |
| Editor | Epiphanio, José Carlos Neves Galvão, Lênio Soares |
| e-Mail Address | wanderf@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 | 6532-6539 |
| Book Title | Anais |
| Organization | Instituto Nacional de Pesquisas Espaciais (INPE) |
| History (UTC) | 2011-08-15 15:17:53 :: wanderf@dsr.inpe.br -> administrator :: 2011 2018-06-06 02:24:11 :: administrator -> tereza@sid.inpe.br :: 2011 2020-04-13 14:08:51 :: tereza@sid.inpe.br -> wanderf@dsr.inpe.br :: 2011 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Keywords | prediction of change Markov chain regression model land use/land cover linear spectral mixture model predicción de cambios cadenas de Markov modelo de regresión uso y cobertura de suelo modelo lineal de mezcla espectral |
| Abstract | To propose new methodologies for the sustainable management of the natural resources, some techniques for the prediction of changes in the land use have been implemented. Those techniques allow to estimate tendencies in the landscape dynamics in the time. To contribute with this purpose, this work compare two empirical models regression model and Markov chain model - focused in predicting land use change, verifying advantages and disadvantages of each one. Land use classes such as oil palm, urban area, agriculture, water, sand areas, bare soil and forest, were mapped from classification of three images: a 1988 TM/Landsat, an ETM+/Landsat 7 from 2000 and a 2005 CCD/CBERS 2 of the year 2005. Linear spectral mixture model was applied to the different bands. The area of land use classes were computed in each one of the images and dates and the regression model with better adjustment were estimated. With these models, projections for the years 2010, 2012 and 2015 were made. The second prediction were calculated through the Markov chain transition matrix for the periods 1988-2000 and 2000-2005, and projections were calculated for 2010, 2012 and 2015. Finally, the results of the Markov chain transition matrix were compared with those obtained by regression models. The better predictive performance was obtained with the Markov chains for each of the land use classes. However, the regression models had good performance for the classes of oil palm and urban areas. It could also be verified the applicability of these techniques for agricultural areas under great exploitation. |
| Area | SRE |
| 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/3A3TJ2H |
| zipped data URL | http://urlib.net/zip/3ERPFQRTRW/3A3TJ2H |
| Language | es |
| Target File | p0614.pdf |
| User Group | wanderf@dsr.inpe.br |
| Visibility | shown |
| Update Permission | not transferred |
| 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 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 type url versiontype volume |
| 7. Description control | |
| e-Mail (login) | wanderf@dsr.inpe.br |
| update | |