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...

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Autores:
Tipo de recurso:
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
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http://purl.org/coar/access_right/c_abf65
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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-Sanabriahttp://purl.org/coar/access_right/c_abf65http://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 conceptualinfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a148http://purl.org/coar/version/c_970fb48d4fbd8a85Gil-Torres, Andrés FelipeMonroy-García, Aura LilianaGonzález-Sanabria, Juan Sebastián001/10089oai:repositorio.uptc.edu.co:001/100892025-07-18 11:39:12.82metadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCrepositorio.uptc@uptc.edu.co
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 info:eu-repo/semantics/article
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.coarversion.none.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a148
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
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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
repository.name.fl_str_mv Repositorio Institucional UPTC
repository.mail.fl_str_mv repositorio.uptc@uptc.edu.co
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