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...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Online |
| Language: | spa |
| Published: |
Universidad Pedagógica y Tecnológica de Colombia
2019
|
| Subjects: | |
| Online Access: | https://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1801706728080801792 |
|---|---|
| author | Gil-Torres, Andrés Felipe Monroy-García, Aura Liliana González-Sanabria, Juan Sebastián |
| author_facet | Gil-Torres, Andrés Felipe Monroy-García, Aura Liliana González-Sanabria, Juan Sebastián |
| author_sort | Gil-Torres, Andrés Felipe |
| collection | OJS |
| 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. |
| format | Online |
| id | oai:oai.revistas.uptc.edu.co:article-10976 |
| institution | Revista Pensamiento y Acción |
| language | spa |
| publishDate | 2019 |
| publisher | Universidad Pedagógica y Tecnológica de Colombia |
| record_format | ojs |
| spelling | oai:oai.revistas.uptc.edu.co:article-109762021-07-12T08:04:56Z Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach Minería de datos espacial en la agricultura en Latinoamérica - Una aproximación conceptual Gil-Torres, Andrés Felipe Monroy-García, Aura Liliana González-Sanabria, Juan Sebastián agricultura minería de datos espaciales sistemas de información geográfica agriculture geographical information systems spatial data mining 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. 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. Universidad Pedagógica y Tecnológica de Colombia 2019-12-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf application/xml https://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976 10.19053/01201190.n28.2020.10976 Pensamiento y Acción; No. 28 (2020): January-June 2020; 19-33 Pensamiento y Acción; Núm. 28 (2020): Enero-Junio 2020; 19-33 2619-3353 0120-1190 spa 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 Derechos de autor 2020 Andrés-Felipe Gil-Torres; Aura-Liliana Monroy-García; Juan-Sebastián González-Sanabria |
| spellingShingle | agricultura minería de datos espaciales sistemas de información geográfica agriculture geographical information systems spatial data mining Gil-Torres, Andrés Felipe Monroy-García, Aura Liliana González-Sanabria, Juan Sebastián Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| title | Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| title_alt | Minería de datos espacial en la agricultura en Latinoamérica - Una aproximación conceptual |
| 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_short | Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach |
| title_sort | spatial data mining in agriculture in latin america a conceptual approach |
| topic | agricultura minería de datos espaciales sistemas de información geográfica agriculture geographical information systems spatial data mining |
| topic_facet | agricultura minería de datos espaciales sistemas de información geográfica agriculture geographical information systems spatial data mining |
| url | https://revistas.uptc.edu.co/index.php/pensamiento_accion/article/view/10976 |
| work_keys_str_mv | AT giltorresandresfelipe spatialdatamininginagricultureinlatinamericaaconceptualapproach AT monroygarciaauraliliana spatialdatamininginagricultureinlatinamericaaconceptualapproach AT gonzalezsanabriajuansebastian spatialdatamininginagricultureinlatinamericaaconceptualapproach AT giltorresandresfelipe mineriadedatosespacialenlaagriculturaenlatinoamericaunaaproximacionconceptual AT monroygarciaauraliliana mineriadedatosespacialenlaagriculturaenlatinoamericaunaaproximacionconceptual AT gonzalezsanabriajuansebastian mineriadedatosespacialenlaagriculturaenlatinoamericaunaaproximacionconceptual |
