Agroecological zoning of Nicaragua through multiple factor analysis and cluster analysis
This dataset contains the final product of an agroecological zone classification for Nicaragua. The classification was created using data layers from worldclim, soilgrid and INETER (Instituto Nicaragüense de Estudios Territoriales). The unsupervised method used was k-means and its inputs were variab...
| Main Authors: | , , , , , , , |
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| Format: | Conjunto de datos |
| Language: | Inglés |
| Published: |
International Center for Tropical Agriculture
2020
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/108515 |
| _version_ | 1855513932427427840 |
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| author | Aguilar, Andrés Dorado, Hugo Siles, Pablo González, Gerzon Peng, Yuan-Ching Rivera Palacio, Juan Camilo Huang, Si-Dun Kuo, Chin-Chien |
| author_browse | Aguilar, Andrés Dorado, Hugo González, Gerzon Huang, Si-Dun Kuo, Chin-Chien Peng, Yuan-Ching Rivera Palacio, Juan Camilo Siles, Pablo |
| author_facet | Aguilar, Andrés Dorado, Hugo Siles, Pablo González, Gerzon Peng, Yuan-Ching Rivera Palacio, Juan Camilo Huang, Si-Dun Kuo, Chin-Chien |
| author_sort | Aguilar, Andrés |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | This dataset contains the final product of an agroecological zone classification for Nicaragua. The classification was created using data layers from worldclim, soilgrid and INETER (Instituto Nicaragüense de Estudios Territoriales). The unsupervised method used was k-means and its inputs were variables obtained from a dimensionality reduction achieved through Multiple Factor Analysis. Finally, 17 clusters were pointed out, by a statistical metric and expert knowledge, as the best number of groups to describe the agroecological conditions for the country. |
| format | Conjunto de datos |
| id | CGSpace108515 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2020 |
| publishDateRange | 2020 |
| publishDateSort | 2020 |
| publisher | International Center for Tropical Agriculture |
| publisherStr | International Center for Tropical Agriculture |
| record_format | dspace |
| spelling | CGSpace1085152024-09-09T10:04:48Z Agroecological zoning of Nicaragua through multiple factor analysis and cluster analysis Aguilar, Andrés Dorado, Hugo Siles, Pablo González, Gerzon Peng, Yuan-Ching Rivera Palacio, Juan Camilo Huang, Si-Dun Kuo, Chin-Chien weather tiempo meteorologico soil suelo agriculture agricultura This dataset contains the final product of an agroecological zone classification for Nicaragua. The classification was created using data layers from worldclim, soilgrid and INETER (Instituto Nicaragüense de Estudios Territoriales). The unsupervised method used was k-means and its inputs were variables obtained from a dimensionality reduction achieved through Multiple Factor Analysis. Finally, 17 clusters were pointed out, by a statistical metric and expert knowledge, as the best number of groups to describe the agroecological conditions for the country. 2020-06 2020-06-19T22:06:38Z 2020-06-19T22:06:38Z Dataset https://hdl.handle.net/10568/108515 en Open Access International Center for Tropical Agriculture Aguilar, A.; Dorado, H.; Siles, P.; Gonzalez, G.; Peng, Y.C.; Rivera-Palacio, J.C.; Huang, S.D.; Kuo, C.C., 2020 Agroecological zoning of Nicaragua through multiple factor analysis and cluster analysis, https://doi.org/10.7910/DVN/UP0JKM, Harvard Dataverse, V1 |
| spellingShingle | weather tiempo meteorologico soil suelo agriculture agricultura Aguilar, Andrés Dorado, Hugo Siles, Pablo González, Gerzon Peng, Yuan-Ching Rivera Palacio, Juan Camilo Huang, Si-Dun Kuo, Chin-Chien Agroecological zoning of Nicaragua through multiple factor analysis and cluster analysis |
| title | Agroecological zoning of Nicaragua through multiple factor analysis and cluster analysis |
| title_full | Agroecological zoning of Nicaragua through multiple factor analysis and cluster analysis |
| title_fullStr | Agroecological zoning of Nicaragua through multiple factor analysis and cluster analysis |
| title_full_unstemmed | Agroecological zoning of Nicaragua through multiple factor analysis and cluster analysis |
| title_short | Agroecological zoning of Nicaragua through multiple factor analysis and cluster analysis |
| title_sort | agroecological zoning of nicaragua through multiple factor analysis and cluster analysis |
| topic | weather tiempo meteorologico soil suelo agriculture agricultura |
| url | https://hdl.handle.net/10568/108515 |
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