VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGES

Detalhes bibliográficos
Autor(a) principal: Pereira, Allan Arantes
Data de Publicação: 2016
Outros Autores: Pereira, José Aldo Alves, Morelli, Fabiano, Barros, Dalmo Arantes, Acerbi Jr., Fausto Weimar, Scolforo, José Roberto Soares
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Cerne (Online)
Texto Completo: https://cerne.ufla.br/site/index.php/CERNE/article/view/831
Resumo: This work was conducted with the purpose of validating the hotspots utilized in fire monitoring. The burnt areas observed in six conservation units situated in north of the State of Minas Gerais were mapped in the period of September 3rd to October 5th, 2008, using semi-automatic segmentation of LandSat 5 TM images. A total of 190 burnt areas were mapped and the detections were verified using the satellites hotspots generated by the Brazilian National Space Research Institute - INPE. The burnt areas were also analyzed by size class in order to verify the hypothesis that the smallest areas are less liable to detection. The analysis of the hotspots distance to the limits of the burnt areas was done using buffers, with an increase of 1.00 km in every class, up to the limit of 9.00 km. Considering the investigated burnt areas, about 26.00% were detected, demonstrating limitations of the system to detect burnings smaller than 100.00 ha. In spite of that limitation, a great portion of the impacted area was detected, reaching a total of hits of about 71.00%. The results of location errors were considered satisfactory, considering the technical limitations of the spatial resolution of the utilized sensors. This information may subside the technological advancement of orbital monitoring.
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spelling VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGESRemote sensingforest firesconservation units.This work was conducted with the purpose of validating the hotspots utilized in fire monitoring. The burnt areas observed in six conservation units situated in north of the State of Minas Gerais were mapped in the period of September 3rd to October 5th, 2008, using semi-automatic segmentation of LandSat 5 TM images. A total of 190 burnt areas were mapped and the detections were verified using the satellites hotspots generated by the Brazilian National Space Research Institute - INPE. The burnt areas were also analyzed by size class in order to verify the hypothesis that the smallest areas are less liable to detection. The analysis of the hotspots distance to the limits of the burnt areas was done using buffers, with an increase of 1.00 km in every class, up to the limit of 9.00 km. Considering the investigated burnt areas, about 26.00% were detected, demonstrating limitations of the system to detect burnings smaller than 100.00 ha. In spite of that limitation, a great portion of the impacted area was detected, reaching a total of hits of about 71.00%. The results of location errors were considered satisfactory, considering the technical limitations of the spatial resolution of the utilized sensors. This information may subside the technological advancement of orbital monitoring.CERNECERNE2016-04-05info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://cerne.ufla.br/site/index.php/CERNE/article/view/831CERNE; Vol. 18 No. 2 (2012); 335-343CERNE; v. 18 n. 2 (2012); 335-3432317-63420104-7760reponame:Cerne (Online)instname:Universidade Federal de Lavras (UFLA)instacron:UFLAenghttps://cerne.ufla.br/site/index.php/CERNE/article/view/831/610Copyright (c) 2016 CERNEinfo:eu-repo/semantics/openAccessPereira, Allan ArantesPereira, José Aldo AlvesMorelli, FabianoBarros, Dalmo ArantesAcerbi Jr., Fausto WeimarScolforo, José Roberto Soares2016-04-19T15:20:23Zoai:cerne.ufla.br:article/831Revistahttps://cerne.ufla.br/site/index.php/CERNEPUBhttps://cerne.ufla.br/site/index.php/CERNE/oaicerne@dcf.ufla.br||cerne@dcf.ufla.br2317-63420104-7760opendoar:2024-05-21T19:54:06.741482Cerne (Online) - Universidade Federal de Lavras (UFLA)true
dc.title.none.fl_str_mv VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGES
title VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGES
spellingShingle VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGES
Pereira, Allan Arantes
Remote sensing
forest fires
conservation units.
title_short VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGES
title_full VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGES
title_fullStr VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGES
title_full_unstemmed VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGES
title_sort VALIDATION OF HOTSPOTS UTILIZED IN THE ORBITAL MONITORING OF BURNT AREAS BY MEANS OF TM IMAGES
author Pereira, Allan Arantes
author_facet Pereira, Allan Arantes
Pereira, José Aldo Alves
Morelli, Fabiano
Barros, Dalmo Arantes
Acerbi Jr., Fausto Weimar
Scolforo, José Roberto Soares
author_role author
author2 Pereira, José Aldo Alves
Morelli, Fabiano
Barros, Dalmo Arantes
Acerbi Jr., Fausto Weimar
Scolforo, José Roberto Soares
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Pereira, Allan Arantes
Pereira, José Aldo Alves
Morelli, Fabiano
Barros, Dalmo Arantes
Acerbi Jr., Fausto Weimar
Scolforo, José Roberto Soares
dc.subject.por.fl_str_mv Remote sensing
forest fires
conservation units.
topic Remote sensing
forest fires
conservation units.
description This work was conducted with the purpose of validating the hotspots utilized in fire monitoring. The burnt areas observed in six conservation units situated in north of the State of Minas Gerais were mapped in the period of September 3rd to October 5th, 2008, using semi-automatic segmentation of LandSat 5 TM images. A total of 190 burnt areas were mapped and the detections were verified using the satellites hotspots generated by the Brazilian National Space Research Institute - INPE. The burnt areas were also analyzed by size class in order to verify the hypothesis that the smallest areas are less liable to detection. The analysis of the hotspots distance to the limits of the burnt areas was done using buffers, with an increase of 1.00 km in every class, up to the limit of 9.00 km. Considering the investigated burnt areas, about 26.00% were detected, demonstrating limitations of the system to detect burnings smaller than 100.00 ha. In spite of that limitation, a great portion of the impacted area was detected, reaching a total of hits of about 71.00%. The results of location errors were considered satisfactory, considering the technical limitations of the spatial resolution of the utilized sensors. This information may subside the technological advancement of orbital monitoring.
publishDate 2016
dc.date.none.fl_str_mv 2016-04-05
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://cerne.ufla.br/site/index.php/CERNE/article/view/831
url https://cerne.ufla.br/site/index.php/CERNE/article/view/831
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://cerne.ufla.br/site/index.php/CERNE/article/view/831/610
dc.rights.driver.fl_str_mv Copyright (c) 2016 CERNE
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2016 CERNE
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv CERNE
CERNE
publisher.none.fl_str_mv CERNE
CERNE
dc.source.none.fl_str_mv CERNE; Vol. 18 No. 2 (2012); 335-343
CERNE; v. 18 n. 2 (2012); 335-343
2317-6342
0104-7760
reponame:Cerne (Online)
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Cerne (Online)
collection Cerne (Online)
repository.name.fl_str_mv Cerne (Online) - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv cerne@dcf.ufla.br||cerne@dcf.ufla.br
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