Assessment of vegetation índices derived from UAV images for predicting biometric variables in bean during ripening stage
7 páginas
| Main Authors: | , , , , , , |
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| Format: | Artículo |
| Language: | Inglés |
| Published: |
Universidad de Tarapacá
2022
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| Subjects: | |
| Online Access: | https://hdl.handle.net/20.500.12955/1992 http://dx.doi.org/10.4067/S0718-34292022000200039 |
| _version_ | 1855490569044754432 |
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| author | Quille Mamani, Javier Alvaro Porras Jorge, Rossana Saravia Navarro, David Herrera, Jordán Chávez Galarza, Julio César Arbizu Berrocal, Carlos Irvin Valqui Valqui, Lamberto |
| author_browse | Arbizu Berrocal, Carlos Irvin Chávez Galarza, Julio César Herrera, Jordán Porras Jorge, Rossana Quille Mamani, Javier Alvaro Saravia Navarro, David Valqui Valqui, Lamberto |
| author_facet | Quille Mamani, Javier Alvaro Porras Jorge, Rossana Saravia Navarro, David Herrera, Jordán Chávez Galarza, Julio César Arbizu Berrocal, Carlos Irvin Valqui Valqui, Lamberto |
| author_sort | Quille Mamani, Javier Alvaro |
| collection | Repositorio INIA |
| description | 7 páginas |
| format | Artículo |
| id | INIA1992 |
| institution | Institucional Nacional de Innovación Agraria |
| language | Inglés |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | Universidad de Tarapacá |
| publisherStr | Universidad de Tarapacá |
| record_format | dspace |
| spelling | INIA19922023-12-20T20:41:27Z Assessment of vegetation índices derived from UAV images for predicting biometric variables in bean during ripening stage Quille Mamani, Javier Alvaro Porras Jorge, Rossana Saravia Navarro, David Herrera, Jordán Chávez Galarza, Julio César Arbizu Berrocal, Carlos Irvin Valqui Valqui, Lamberto Vegetation índice Precision agricultura RGB images https://purl.org/pe-repo/ocde/ford#4.05.00 7 páginas Here, we report the prediction of vegetative stages variables of canary bean crop employing RGB and multispectral images obtained from UAV during the ripening stage, correlating the vegetation indices with biometric variables measured manually in the field. Results indicated a highly significant correlation of plant height with eight vegetation indices derived from UAV images from the canary bean, which were evaluated by multiple regression models, obtaining a maximum correlation of R2 = 0.79. On the other hand, the estimated indices of multispectral images did not show significant correlations. 2022-11-30T16:58:17Z 2022-11-30T16:58:17Z 2022-03-01 info:eu-repo/semantics/article Quille, J.; Porras, R.; Saravia, D.; Herrera, J.; Chávez, J.; Arbizu, C. & Valqui, L. (2022). Assessment of vegetation índices derived from UAV images for predicting biometric variables in bean during ripening stage. IDESIA, 40(1), 1-7. doi: 10.4067/S0718-34292022000200039. https://hdl.handle.net/20.500.12955/1992 http://dx.doi.org/10.4067/S0718-34292022000200039 eng IDESIA https://www.idesia.cl/index.php?option=com_volumenes&view=d&aid=1153&vid=98 info:eu-repo/semantics/openAccess Attribution-NonCommercial-NoDerivs 3.0 United States http://creativecommons.org/licenses/by-nc-nd/3.0/us/ application/pdf application/pdf Perú Universidad de Tarapacá CL Instituto Nacional de Innovación Agraria Repositorio Institucional - INIA |
| spellingShingle | Vegetation índice Precision agricultura RGB images https://purl.org/pe-repo/ocde/ford#4.05.00 Quille Mamani, Javier Alvaro Porras Jorge, Rossana Saravia Navarro, David Herrera, Jordán Chávez Galarza, Julio César Arbizu Berrocal, Carlos Irvin Valqui Valqui, Lamberto Assessment of vegetation índices derived from UAV images for predicting biometric variables in bean during ripening stage |
| title | Assessment of vegetation índices derived from UAV images for predicting biometric variables in bean during ripening stage |
| title_full | Assessment of vegetation índices derived from UAV images for predicting biometric variables in bean during ripening stage |
| title_fullStr | Assessment of vegetation índices derived from UAV images for predicting biometric variables in bean during ripening stage |
| title_full_unstemmed | Assessment of vegetation índices derived from UAV images for predicting biometric variables in bean during ripening stage |
| title_short | Assessment of vegetation índices derived from UAV images for predicting biometric variables in bean during ripening stage |
| title_sort | assessment of vegetation indices derived from uav images for predicting biometric variables in bean during ripening stage |
| topic | Vegetation índice Precision agricultura RGB images https://purl.org/pe-repo/ocde/ford#4.05.00 |
| url | https://hdl.handle.net/20.500.12955/1992 http://dx.doi.org/10.4067/S0718-34292022000200039 |
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