Drone based phenotyping of shoot traits in an Urochloa hybrid population
The interspecific breeding program of Urochloa of the Tropical Forages program of the Alliance Bioversity International and CIAT has successfully developed high-yielding stress resistant plants. However, traditional screening methods of plant vigor rely on visual evaluations or destructive measureme...
| Main Authors: | , , , |
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| Format: | Informe técnico |
| Language: | Inglés |
| Published: |
Bioversity International and the International Center for Tropical Agriculture
2021
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/116296 |
| _version_ | 1855528118334259200 |
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| author | Cardoso Arango, Juan Andrés Hernández, Luis Miguel Escobar, Miller Castiblanco, Valheria |
| author_browse | Cardoso Arango, Juan Andrés Castiblanco, Valheria Escobar, Miller Hernández, Luis Miguel |
| author_facet | Cardoso Arango, Juan Andrés Hernández, Luis Miguel Escobar, Miller Castiblanco, Valheria |
| author_sort | Cardoso Arango, Juan Andrés |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | The interspecific breeding program of Urochloa of the Tropical Forages program of the Alliance Bioversity International and CIAT has successfully developed high-yielding stress resistant plants. However, traditional screening methods of plant vigor rely on visual evaluations or destructive measurements. Drone based phenotyping allows faster acquisition of data based on images. From images, traits like cover area, greenness, height, and volume of plants can be recorded at greater throughput than traditional screening methods. Drone based phenotyping for shoot traits such as those previously mentioned has reached methodological maturity and now are routine activities. Hardship to obtain data due to weather conditions, impossibility to reach field sites, among many factors, delay results from the drone phenotyping pipeline of the Tropical Forages Program. |
| format | Informe técnico |
| id | CGSpace116296 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Bioversity International and the International Center for Tropical Agriculture |
| publisherStr | Bioversity International and the International Center for Tropical Agriculture |
| record_format | dspace |
| spelling | CGSpace1162962025-12-08T10:29:22Z Drone based phenotyping of shoot traits in an Urochloa hybrid population Cardoso Arango, Juan Andrés Hernández, Luis Miguel Escobar, Miller Castiblanco, Valheria phenotypes unmanned aerial vehicles data collection image analysis aerial photographs plant breeding fenotipos vehículos aéreos no tripulados colección de datos análisis de imágenes fotografías aéreas fitomejoramiento urochloa The interspecific breeding program of Urochloa of the Tropical Forages program of the Alliance Bioversity International and CIAT has successfully developed high-yielding stress resistant plants. However, traditional screening methods of plant vigor rely on visual evaluations or destructive measurements. Drone based phenotyping allows faster acquisition of data based on images. From images, traits like cover area, greenness, height, and volume of plants can be recorded at greater throughput than traditional screening methods. Drone based phenotyping for shoot traits such as those previously mentioned has reached methodological maturity and now are routine activities. Hardship to obtain data due to weather conditions, impossibility to reach field sites, among many factors, delay results from the drone phenotyping pipeline of the Tropical Forages Program. 2021-11 2021-11-25T14:39:55Z 2021-11-25T14:39:55Z Report https://hdl.handle.net/10568/116296 en Open Access application/pdf Bioversity International and the International Center for Tropical Agriculture Cardoso, J.A.; Hernández, L.M.; Escobar, M.; Castiblanco, V. (2021) Drone based phenotyping of shoot traits in an Urochloa hybrid population. Cali (Colombia): Alliance of Bioversity and CIAT. 23 p. |
| spellingShingle | phenotypes unmanned aerial vehicles data collection image analysis aerial photographs plant breeding fenotipos vehículos aéreos no tripulados colección de datos análisis de imágenes fotografías aéreas fitomejoramiento urochloa Cardoso Arango, Juan Andrés Hernández, Luis Miguel Escobar, Miller Castiblanco, Valheria Drone based phenotyping of shoot traits in an Urochloa hybrid population |
| title | Drone based phenotyping of shoot traits in an Urochloa hybrid population |
| title_full | Drone based phenotyping of shoot traits in an Urochloa hybrid population |
| title_fullStr | Drone based phenotyping of shoot traits in an Urochloa hybrid population |
| title_full_unstemmed | Drone based phenotyping of shoot traits in an Urochloa hybrid population |
| title_short | Drone based phenotyping of shoot traits in an Urochloa hybrid population |
| title_sort | drone based phenotyping of shoot traits in an urochloa hybrid population |
| topic | phenotypes unmanned aerial vehicles data collection image analysis aerial photographs plant breeding fenotipos vehículos aéreos no tripulados colección de datos análisis de imágenes fotografías aéreas fitomejoramiento urochloa |
| url | https://hdl.handle.net/10568/116296 |
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