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 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.

Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2024-12-01
DOI
https://doi.org/10.29375/25392115.5275
Primary Topic
3D Surveying and Cultural Heritage
Type
article
Field-Weighted Citation Impact
0.00
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article

Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment

SHILAP Revista de lepidopterología
3D Surveying and Cultural Heritage
article

Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment

article en

Abstract

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.

SHILAP Revista de lepidopterología
Sustainable cities and communities
Openalex Percentile: Top 37%
3D Surveying and Cultural Heritage
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Monitoring of green areas in the University of Guadalajara through image processing in an HPC environment · SHILAP Revista de lepidopterología (2024) | TGRS Research Map | TGRS