Digital deforestation monitoring and control system: An innovative approach to the conservation of forest resources
This article presents the concept of an innovative digital system for monitoring and controlling deforestation, aimed at improving the efficiency of forest management and combating illegal logging. The system is based on the use of modern high-resolution satellite data and machine learning methods t...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2024-01-01
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| Series: | BIO Web of Conferences |
| Online Access: | https://www.bio-conferences.org/articles/bioconf/pdf/2024/64/bioconf_ForestryForum2024_04013.pdf |
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| _version_ | 1846139574900752384 |
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| author | Lukin Vladislav Zolnikov Vladimir |
| author_facet | Lukin Vladislav Zolnikov Vladimir |
| author_sort | Lukin Vladislav |
| collection | DOAJ |
| description | This article presents the concept of an innovative digital system for monitoring and controlling deforestation, aimed at improving the efficiency of forest management and combating illegal logging. The system is based on the use of modern high-resolution satellite data and machine learning methods to analyze changes in forest cover. The paper describes the architecture of the proposed system, which includes modules for data collection, change analysis, classification and visualization. Special attention is paid to the potential advantages of the system, such as improving the accuracy and efficiency of detecting changes in forests. Possible problems and limitations in the implementation of the system are considered, including dependence on the quality of satellite images, requirements for computing resources and legal aspects. The proposed system has the potential to significantly improve the monitoring of forest resources, contributing to their conservation and sustainable use in the context of global climate change. |
| format | Article |
| id | doaj-art-b28f397c49f44940a5b6cae74eecdd4d |
| institution | Kabale University |
| issn | 2117-4458 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | BIO Web of Conferences |
| spelling | doaj-art-b28f397c49f44940a5b6cae74eecdd4d2024-12-06T09:33:14ZengEDP SciencesBIO Web of Conferences2117-44582024-01-011450401310.1051/bioconf/202414504013bioconf_ForestryForum2024_04013Digital deforestation monitoring and control system: An innovative approach to the conservation of forest resourcesLukin Vladislav0Zolnikov Vladimir1Tambov State Technical University, RussiaVoronezh State Forest Engineering University named after G.F. MorozovThis article presents the concept of an innovative digital system for monitoring and controlling deforestation, aimed at improving the efficiency of forest management and combating illegal logging. The system is based on the use of modern high-resolution satellite data and machine learning methods to analyze changes in forest cover. The paper describes the architecture of the proposed system, which includes modules for data collection, change analysis, classification and visualization. Special attention is paid to the potential advantages of the system, such as improving the accuracy and efficiency of detecting changes in forests. Possible problems and limitations in the implementation of the system are considered, including dependence on the quality of satellite images, requirements for computing resources and legal aspects. The proposed system has the potential to significantly improve the monitoring of forest resources, contributing to their conservation and sustainable use in the context of global climate change.https://www.bio-conferences.org/articles/bioconf/pdf/2024/64/bioconf_ForestryForum2024_04013.pdf |
| spellingShingle | Lukin Vladislav Zolnikov Vladimir Digital deforestation monitoring and control system: An innovative approach to the conservation of forest resources BIO Web of Conferences |
| title | Digital deforestation monitoring and control system: An innovative approach to the conservation of forest resources |
| title_full | Digital deforestation monitoring and control system: An innovative approach to the conservation of forest resources |
| title_fullStr | Digital deforestation monitoring and control system: An innovative approach to the conservation of forest resources |
| title_full_unstemmed | Digital deforestation monitoring and control system: An innovative approach to the conservation of forest resources |
| title_short | Digital deforestation monitoring and control system: An innovative approach to the conservation of forest resources |
| title_sort | digital deforestation monitoring and control system an innovative approach to the conservation of forest resources |
| url | https://www.bio-conferences.org/articles/bioconf/pdf/2024/64/bioconf_ForestryForum2024_04013.pdf |
| work_keys_str_mv | AT lukinvladislav digitaldeforestationmonitoringandcontrolsystemaninnovativeapproachtotheconservationofforestresources AT zolnikovvladimir digitaldeforestationmonitoringandcontrolsystemaninnovativeapproachtotheconservationofforestresources |