Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portal
This study focuses on the forest cover of three districts in the urban area of the province of Andahuaylas, Apurímac region, Peru, which is facing deforestation problems. The objective was to determine the forest cover in the urban area of the province of Andahuaylas until 2030, to reveal future sce...
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स्वरूप: | article |
भाषा: | spa |
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2024
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ऑनलाइन पहुंच: | https://revistadigital.uce.edu.ec/index.php/RevFIG/article/view/6283 |
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author | Dueñas-Valcarcel, Carlos |
author2 | Fernández-Atho, Manuel Delgado-Laime, María Choque-Quispe, Yudith |
author2_role | author author author |
author_facet | Dueñas-Valcarcel, Carlos Fernández-Atho, Manuel Delgado-Laime, María Choque-Quispe, Yudith |
author_role | author |
collection | Revista FIGEMPA: Investigación y Desarrollo |
dc.creator.none.fl_str_mv | Dueñas-Valcarcel, Carlos Fernández-Atho, Manuel Delgado-Laime, María Choque-Quispe, Yudith |
dc.date.none.fl_str_mv | 2024-07-19 |
dc.format.none.fl_str_mv | application/pdf text/xml |
dc.identifier.none.fl_str_mv | https://revistadigital.uce.edu.ec/index.php/RevFIG/article/view/6283 10.29166/revfig.v18i2.6283 |
dc.language.none.fl_str_mv | spa |
dc.publisher.none.fl_str_mv | Facultad de Ingeniería en Geología, Minas, Petróleos y Ambiental - Universidad Central del Ecuador |
dc.relation.none.fl_str_mv | https://revistadigital.uce.edu.ec/index.php/RevFIG/article/view/6283/8679 https://revistadigital.uce.edu.ec/index.php/RevFIG/article/view/6283/8810 |
dc.rights.none.fl_str_mv | https://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess |
dc.source.none.fl_str_mv | FIGEMPA: Investigación y Desarrollo; Vol. 18 No. 2 (2024): Innovation and Energy; 14-24 FIGEMPA: Investigación y Desarrollo; Vol. 18 Núm. 2 (2024): Innovación y Energía; 14-24 2602-8484 1390-7042 10.29166/revfig.v18i2 reponame:Revista FIGEMPA: Investigación y Desarrollo instname:Universidad Central del Ecuador instacron:UCE |
dc.subject.none.fl_str_mv | cobertura forestal imágenes satelitales índice NDVI forest cover satellite images NDVI index |
dc.title.none.fl_str_mv | Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portal Análisis y estimación de la cobertura forestal de un área urbana mediante el índice NDVI del portal Sentinelhub |
dc.type.none.fl_str_mv | info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
description | This study focuses on the forest cover of three districts in the urban area of the province of Andahuaylas, Apurímac region, Peru, which is facing deforestation problems. The objective was to determine the forest cover in the urban area of the province of Andahuaylas until 2030, to reveal future scenarios of forest cover, contributing to the development of urban planning and the creation of sustainable cities. For the study area, data recorded between the years 2017-2023 were used, based on NDVI images from the Sentinelhub portal. This allowed for the availability of information on tropical and temperate forests, shrubs and grasslands, arid rock zones, and urban or artificial areas that have changed due to the urbanization process. The forest surfaces in the study area were determined. Subsequently, linear regression was used with a p-value = 0,046, reaching an R2 of 0,583 in a medium range, managing to estimate future forest scenarios by 2030. It is concluded that the trend is decreasing in forest cover by 26,50% by the year 2030. |
eu_rights_str_mv | openAccess |
format | article |
id | REVFIGEMPA_2194a6e242c469e3d266167d6861532c |
identifier_str_mv | 10.29166/revfig.v18i2.6283 |
instacron_str | UCE |
institution | UCE |
instname_str | Universidad Central del Ecuador |
language | spa |
network_acronym_str | REVFIGEMPA |
network_name_str | Revista FIGEMPA: Investigación y Desarrollo |
oai_identifier_str | oai:revistadigital.uce.edu.ec:article/6283 |
publishDate | 2024 |
publisher.none.fl_str_mv | Facultad de Ingeniería en Geología, Minas, Petróleos y Ambiental - Universidad Central del Ecuador |
reponame_str | Revista FIGEMPA: Investigación y Desarrollo |
repository.mail.fl_str_mv | * |
repository.name.fl_str_mv | Revista FIGEMPA: Investigación y Desarrollo - Universidad Central del Ecuador |
repository_id_str | 0 |
rights_invalid_str_mv | https://creativecommons.org/licenses/by/4.0/ |
spelling | Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portalAnálisis y estimación de la cobertura forestal de un área urbana mediante el índice NDVI del portal SentinelhubDueñas-Valcarcel, CarlosFernández-Atho, ManuelDelgado-Laime, MaríaChoque-Quispe, Yudithcobertura forestalimágenes satelitalesíndice NDVIforest coversatellite imagesNDVI indexThis study focuses on the forest cover of three districts in the urban area of the province of Andahuaylas, Apurímac region, Peru, which is facing deforestation problems. The objective was to determine the forest cover in the urban area of the province of Andahuaylas until 2030, to reveal future scenarios of forest cover, contributing to the development of urban planning and the creation of sustainable cities. For the study area, data recorded between the years 2017-2023 were used, based on NDVI images from the Sentinelhub portal. This allowed for the availability of information on tropical and temperate forests, shrubs and grasslands, arid rock zones, and urban or artificial areas that have changed due to the urbanization process. The forest surfaces in the study area were determined. Subsequently, linear regression was used with a p-value = 0,046, reaching an R2 of 0,583 in a medium range, managing to estimate future forest scenarios by 2030. It is concluded that the trend is decreasing in forest cover by 26,50% by the year 2030.Este estudio, se centra en la cobertura forestal de tres distritos en el ámbito urbano de la provincia de Andahuaylas, región Apurímac en Perú, la cual afronta problemas de deforestación. El objetivo fue determinar la cobertura forestal en el área urbana de la provincia de Andahuaylas hasta el 2030, para la revelación de los escenarios futuros de la cobertura forestal, contribuyendo al desarrollo de la planificación urbana y a la creación de ciudades sostenibles. Para el área de estudio, se utilizaron datos registrados entre los años 2017-2023, a partir de las imágenes NDVI del portal Sentinelhub. Permitiendo disponer de información de bosques tropicales y templados; arbustos y pastizales; zonas áridas de roca; áreas urbanas o artificiales que han cambiado como consecuencia del proceso de urbanización. Se determinaron las superficies de bosque en el área de estudio. Posteriormente se utilizó la regresión lineal con un p valor = 0,046, alcanzando un R2 de 0,583 en un rango medio, logrando estimar los escenarios futuros del bosque al 2030. Se concluye que la tendencia es decreciente en la cobertura forestal en 26,50% al año 2030.Facultad de Ingeniería en Geología, Minas, Petróleos y Ambiental - Universidad Central del Ecuador2024-07-19info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/xmlhttps://revistadigital.uce.edu.ec/index.php/RevFIG/article/view/628310.29166/revfig.v18i2.6283FIGEMPA: Investigación y Desarrollo; Vol. 18 No. 2 (2024): Innovation and Energy; 14-24FIGEMPA: Investigación y Desarrollo; Vol. 18 Núm. 2 (2024): Innovación y Energía; 14-242602-84841390-704210.29166/revfig.v18i2reponame:Revista FIGEMPA: Investigación y Desarrolloinstname:Universidad Central del Ecuadorinstacron:UCEspahttps://revistadigital.uce.edu.ec/index.php/RevFIG/article/view/6283/8679https://revistadigital.uce.edu.ec/index.php/RevFIG/article/view/6283/8810Derechos de autor 2024 Carlos Dueñas-Valcarcel, Manuel Fernández-Atho, María Delgado-Laime, Yudith Choque-Quispehttps://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccess2025-01-29T15:24:12Zoai:revistadigital.uce.edu.ec:article/6283Portal de revistashttps://revistadigital.uce.edu.ec/Universidad públicahttps://uce.edu.ec/**Ecuador*602-84841390-7042opendoar:02025-01-29T15:24:12Revista FIGEMPA: Investigación y Desarrollo - Universidad Central del Ecuadorfalse |
spellingShingle | Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portal Dueñas-Valcarcel, Carlos cobertura forestal imágenes satelitales índice NDVI forest cover satellite images NDVI index |
status_str | publishedVersion |
title | Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portal |
title_full | Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portal |
title_fullStr | Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portal |
title_full_unstemmed | Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portal |
title_short | Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portal |
title_sort | Analysis and estimation of the forest cover of an urban area using the NDVI index of the Sentinelhub portal |
topic | cobertura forestal imágenes satelitales índice NDVI forest cover satellite images NDVI index |
url | https://revistadigital.uce.edu.ec/index.php/RevFIG/article/view/6283 |