Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring
In Colombia up to 40% of yield variability is due to the effects of climate variations. Rapid phenotyping methods are needed to properly assess the crop and improve production rates. In this paper, we propose to focus on developing a noninvasive system for speeding up monitoring tasks in rice crops....
| Main Authors: | , , , , , , , |
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| Format: | Conference Paper |
| Language: | Inglés |
| Published: |
Institute of Electrical and Electronics Engineers
2018
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/97430 |
| _version_ | 1855520492772917248 |
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| author | Rojas, Juan P. Devia, Carlos Andres Petro, Eliel E. Martínez, Carol Mondragon, Iván Fernando Patino, D. Rebolledo, María Camila Colorado, J. |
| author_browse | Colorado, J. Devia, Carlos Andres Martínez, Carol Mondragon, Iván Fernando Patino, D. Petro, Eliel E. Rebolledo, María Camila Rojas, Juan P. |
| author_facet | Rojas, Juan P. Devia, Carlos Andres Petro, Eliel E. Martínez, Carol Mondragon, Iván Fernando Patino, D. Rebolledo, María Camila Colorado, J. |
| author_sort | Rojas, Juan P. |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | In Colombia up to 40% of yield variability is due to the effects of climate variations. Rapid phenotyping methods are needed to properly assess the crop and improve production rates. In this paper, we propose to focus on developing a noninvasive system for speeding up monitoring tasks in rice crops. Unmanned Aerial Vehicles are used to gather multispectral visual information for high-throughput crop monitoring. Geo-referenced digital surface models of the crop are generated based on image mosaicing techniques to allow for the autonomous computation of several vegetative indices. This paper presents the implemented system (hardware and software) and a field report of experiments carried out at different crop growth stages. |
| format | Conference Paper |
| id | CGSpace97430 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2018 |
| publishDateRange | 2018 |
| publishDateSort | 2018 |
| publisher | Institute of Electrical and Electronics Engineers |
| publisherStr | Institute of Electrical and Electronics Engineers |
| record_format | dspace |
| spelling | CGSpace974302025-03-13T09:44:05Z Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring Rojas, Juan P. Devia, Carlos Andres Petro, Eliel E. Martínez, Carol Mondragon, Iván Fernando Patino, D. Rebolledo, María Camila Colorado, J. rice monitoring mapping agriculture hardware software sensors cameras In Colombia up to 40% of yield variability is due to the effects of climate variations. Rapid phenotyping methods are needed to properly assess the crop and improve production rates. In this paper, we propose to focus on developing a noninvasive system for speeding up monitoring tasks in rice crops. Unmanned Aerial Vehicles are used to gather multispectral visual information for high-throughput crop monitoring. Geo-referenced digital surface models of the crop are generated based on image mosaicing techniques to allow for the autonomous computation of several vegetative indices. This paper presents the implemented system (hardware and software) and a field report of experiments carried out at different crop growth stages. 2018-06 2018-09-17T16:45:47Z 2018-09-17T16:45:47Z Conference Paper https://hdl.handle.net/10568/97430 en Limited Access Institute of Electrical and Electronics Engineers J. Rojas, C. Devia, E. Petro, C. Martinez, I. Mondragon, D. Patino, C. Rebolledo, J. Colorado. 2018. Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring. International Conference on Unmanned Aircraft Systems -ICUAS’18, Dallas, TX, USA. Jun 12-15. |
| spellingShingle | rice monitoring mapping agriculture hardware software sensors cameras Rojas, Juan P. Devia, Carlos Andres Petro, Eliel E. Martínez, Carol Mondragon, Iván Fernando Patino, D. Rebolledo, María Camila Colorado, J. Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring |
| title | Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring |
| title_full | Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring |
| title_fullStr | Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring |
| title_full_unstemmed | Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring |
| title_short | Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring |
| title_sort | aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring |
| topic | rice monitoring mapping agriculture hardware software sensors cameras |
| url | https://hdl.handle.net/10568/97430 |
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