Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment
Evaluation and monitoring of vegetation in urban areas is used for the management of natural resources and urban planning. This information has become more important than ever due to climate change. This work proposes the use of drones or Unmanned Aerial Vehicle (UAV) to make these vegetation inven...
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| Format: | Article |
| Language: | English |
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Universidad Autónoma de Bucaramanga
2024-12-01
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| Series: | Revista Colombiana de Computación |
| Subjects: | |
| Online Access: | https://revistas.unab.edu.co/index.php/rcc/article/view/5275 |
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| _version_ | 1832584056378753024 |
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| author | Martín Pizano-Moreno Jaime Ibarra-Nuño Verónica Lizette Robles-Dueñas |
| author_facet | Martín Pizano-Moreno Jaime Ibarra-Nuño Verónica Lizette Robles-Dueñas |
| author_sort | Martín Pizano-Moreno |
| collection | DOAJ |
| description |
Evaluation and monitoring of vegetation in urban areas is used for the management of natural resources and urban planning. This information has become more important than ever due to climate change. This work proposes the use of drones or Unmanned Aerial Vehicle (UAV) to make these vegetation inventory and process the acquired images using the photogrammetry software OpenDroneMap (ODM) in a high performance computer under Singularity and Snakemake. These tools can generate a big image map of the interested zone which can be used to study the future condition and health of vegetation.
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| format | Article |
| id | doaj-art-31c7024751e7453aac164efcaf6f95b6 |
| institution | Kabale University |
| issn | 1657-2831 2539-2115 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Universidad Autónoma de Bucaramanga |
| record_format | Article |
| series | Revista Colombiana de Computación |
| spelling | doaj-art-31c7024751e7453aac164efcaf6f95b62025-01-27T19:31:14ZengUniversidad Autónoma de BucaramangaRevista Colombiana de Computación1657-28312539-21152024-12-0125210.29375/25392115.5275Monitoring of green areas in the University of Guadalajara through image processing in an HPC environmentMartín Pizano-Moreno0Jaime Ibarra-Nuño1Verónica Lizette Robles-Dueñas2University of GuadalajaraUniversity of GuadalajaraUniversity of Guadalajara Evaluation and monitoring of vegetation in urban areas is used for the management of natural resources and urban planning. This information has become more important than ever due to climate change. This work proposes the use of drones or Unmanned Aerial Vehicle (UAV) to make these vegetation inventory and process the acquired images using the photogrammetry software OpenDroneMap (ODM) in a high performance computer under Singularity and Snakemake. These tools can generate a big image map of the interested zone which can be used to study the future condition and health of vegetation. https://revistas.unab.edu.co/index.php/rcc/article/view/5275Aerial photogrammetrydronesUAVcontainersSingularityDocker |
| spellingShingle | Martín Pizano-Moreno Jaime Ibarra-Nuño Verónica Lizette Robles-Dueñas Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment Revista Colombiana de Computación Aerial photogrammetry drones UAV containers Singularity Docker |
| title | Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment |
| title_full | Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment |
| title_fullStr | Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment |
| title_full_unstemmed | Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment |
| title_short | Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment |
| title_sort | monitoring of green areas in the university of guadalajara through image processing in an hpc environment |
| topic | Aerial photogrammetry drones UAV containers Singularity Docker |
| url | https://revistas.unab.edu.co/index.php/rcc/article/view/5275 |
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