Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach
Due to the increase in the use of GIS, it is necessary to know complementary techniques such as spatial data mining. This paper is a review of some of the existing techniques, as well as which of these provide greater benefits, revealing trends in their application in agriculture. Additionally, beca...
- Autores:
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2019
- Institución:
- Universidad Pedagógica y Tecnológica de Colombia
- Repositorio:
- RiUPTC: Repositorio Institucional UPTC
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.uptc.edu.co:001/10089
- Acceso en línea:
- https://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976
https://repositorio.uptc.edu.co/handle/001/10089
- Palabra clave:
- agricultura
minería de datos espaciales
sistemas de información geográfica
agriculture
geographical information systems
spatial data mining
- Rights
- openAccess
- License
- http://purl.org/coar/access_right/c_abf2
| id |
REPOUPTC2_64623c78833d0f13d4207cc4137488fb |
|---|---|
| oai_identifier_str |
oai:repositorio.uptc.edu.co:001/10089 |
| network_acronym_str |
REPOUPTC2 |
| network_name_str |
RiUPTC: Repositorio Institucional UPTC |
| repository_id_str |
|
| spelling |
2019-12-312024-07-05T17:52:51Z2024-07-05T17:52:51Zhttps://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/1097610.19053/01201190.n28.2020.10976https://repositorio.uptc.edu.co/handle/001/10089Due to the increase in the use of GIS, it is necessary to know complementary techniques such as spatial data mining. This paper is a review of some of the existing techniques, as well as which of these provide greater benefits, revealing trends in their application in agriculture. Additionally, because in this area several variables are manipulated, tools are presented to facilitate the making decision process, by providing the result of evaluating the available data.Debido al aumento en el uso de SIG, es necesario conocer técnicas complementarias como la minería de datos espaciales. Este documento es una revisión de algunas de las técnicas existentes y cuáles proporcionan mayores beneficios, revelando tendencias en su aplicación en el área de la agricultura. Además, con base en el hecho de que dentro de esta área se manipulan variables, se presentan las herramientas que facilitan el proceso de toma de decisiones en el área en mención, proporcionando el resultado de la evaluación de los datos disponibles.application/pdfapplication/xmlspaspaUniversidad Pedagógica y Tecnológica de Colombiahttps://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976/9268https://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976/9465Derechos de autor 2020 Andrés-Felipe Gil-Torres; Aura-Liliana Monroy-García; Juan-Sebastián González-Sanabriainfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Pensamiento y Acción; No. 28 (2020): January-June 2020; 19-33Pensamiento y Acción; Núm. 28 (2020): Enero-Junio 2020; 19-332619-33530120-1190agriculturaminería de datos espacialessistemas de información geográficaagriculturegeographical information systemsspatial data miningSpatial Data Mining in Agriculture in Latin America - A Conceptual ApproachMinería de datos espacial en la agricultura en Latinoamérica - Una aproximación conceptualArtículo de revistahttp://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionTexthttps://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a148http://purl.org/coar/version/c_970fb48d4fbd8a85Gil Torres, Andrés FelipeMonroy García, Aura LilianaGonzález Sanabria, Juan SebastiánPublicationTEXT9465.html.txt9465.html.txtExtracted texttext/plain5223https://repositorio.uptc.edu.co/bitstreams/795f256d-a9b8-4a75-b0d1-de0555468534/download4efd7392f59e517194f657d2859b1a98MD53falseAnonymousREAD9268.html.txt9268.html.txtExtracted texttext/plain5515https://repositorio.uptc.edu.co/bitstreams/3d76dffe-a530-428b-9486-d14ebce7d857/download788376d541eaa6a5465167be0b33e2a0MD54falseAnonymousREADORIGINAL9465.htmltext/html31978https://repositorio.uptc.edu.co/bitstreams/1da825e8-2c90-454e-86c3-1fde1d13686b/download36b582f57da349475cd1139a360291e9MD51trueAnonymousREAD9268.htmltext/html32497https://repositorio.uptc.edu.co/bitstreams/97041c1b-ce7d-45c2-a6a0-9f6b6d434a52/download077b6c08c9c087b4e94351c2744bd3a3MD52falseAnonymousREAD001/10089oai:repositorio.uptc.edu.co:001/100892026-10-29 19:21:11.239open.accesshttps://repositorio.uptc.edu.coRepositorio Institucional UPTCbdigital@metabiblioteca.com |
| dc.title.en-US.fl_str_mv |
Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| dc.title.es-ES.fl_str_mv |
Minería de datos espacial en la agricultura en Latinoamérica - Una aproximación conceptual |
| title |
Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| spellingShingle |
Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach agricultura minería de datos espaciales sistemas de información geográfica agriculture geographical information systems spatial data mining |
| title_short |
Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| title_full |
Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| title_fullStr |
Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| title_full_unstemmed |
Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| title_sort |
Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| dc.subject.es-ES.fl_str_mv |
agricultura minería de datos espaciales sistemas de información geográfica |
| topic |
agricultura minería de datos espaciales sistemas de información geográfica agriculture geographical information systems spatial data mining |
| dc.subject.en-US.fl_str_mv |
agriculture geographical information systems spatial data mining |
| description |
Due to the increase in the use of GIS, it is necessary to know complementary techniques such as spatial data mining. This paper is a review of some of the existing techniques, as well as which of these provide greater benefits, revealing trends in their application in agriculture. Additionally, because in this area several variables are manipulated, tools are presented to facilitate the making decision process, by providing the result of evaluating the available data. |
| publishDate |
2019 |
| dc.date.accessioned.none.fl_str_mv |
2024-07-05T17:52:51Z |
| dc.date.available.none.fl_str_mv |
2024-07-05T17:52:51Z |
| dc.date.none.fl_str_mv |
2019-12-31 |
| dc.type.none.fl_str_mv |
Artículo de revista |
| dc.type.coarversion.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| dc.type.coar.none.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
| dc.type.driver.none.fl_str_mv |
info:eu-repo/semantics/article |
| dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
| dc.type.content.none.fl_str_mv |
Text |
| dc.type.redcol.none.fl_str_mv |
https://purl.org/redcol/resource_type/ART |
| dc.type.coarversion.none.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a148 |
| format |
http://purl.org/coar/resource_type/c_2df8fbb1 |
| status_str |
publishedVersion |
| dc.identifier.none.fl_str_mv |
https://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976 10.19053/01201190.n28.2020.10976 |
| dc.identifier.uri.none.fl_str_mv |
https://repositorio.uptc.edu.co/handle/001/10089 |
| url |
https://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976 https://repositorio.uptc.edu.co/handle/001/10089 |
| identifier_str_mv |
10.19053/01201190.n28.2020.10976 |
| dc.language.none.fl_str_mv |
spa |
| dc.language.iso.none.fl_str_mv |
spa |
| language |
spa |
| dc.relation.none.fl_str_mv |
https://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976/9268 https://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976/9465 |
| dc.rights.accessrights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
| dc.rights.coar.none.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
| eu_rights_str_mv |
openAccess |
| rights_invalid_str_mv |
http://purl.org/coar/access_right/c_abf2 |
| dc.format.none.fl_str_mv |
application/pdf application/xml |
| dc.publisher.es-ES.fl_str_mv |
Universidad Pedagógica y Tecnológica de Colombia |
| dc.source.en-US.fl_str_mv |
Pensamiento y Acción; No. 28 (2020): January-June 2020; 19-33 |
| dc.source.es-ES.fl_str_mv |
Pensamiento y Acción; Núm. 28 (2020): Enero-Junio 2020; 19-33 |
| dc.source.none.fl_str_mv |
2619-3353 0120-1190 |
| institution |
Universidad Pedagógica y Tecnológica de Colombia |
| bitstream.url.fl_str_mv |
https://repositorio.uptc.edu.co/bitstreams/795f256d-a9b8-4a75-b0d1-de0555468534/download https://repositorio.uptc.edu.co/bitstreams/3d76dffe-a530-428b-9486-d14ebce7d857/download https://repositorio.uptc.edu.co/bitstreams/1da825e8-2c90-454e-86c3-1fde1d13686b/download https://repositorio.uptc.edu.co/bitstreams/97041c1b-ce7d-45c2-a6a0-9f6b6d434a52/download |
| bitstream.checksum.fl_str_mv |
4efd7392f59e517194f657d2859b1a98 788376d541eaa6a5465167be0b33e2a0 36b582f57da349475cd1139a360291e9 077b6c08c9c087b4e94351c2744bd3a3 |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 |
| repository.name.fl_str_mv |
Repositorio Institucional UPTC |
| repository.mail.fl_str_mv |
bdigital@metabiblioteca.com |
| _version_ |
1881673973281849344 |