Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso

Detalhes bibliográficos
Autor(a) principal: Costa, João Vitor Silva
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFG
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/13038
Resumo: Fire is an element of great protagonism in the Cerrado. It occurs naturally since the beginning of the biome, playing an important role in the maintenance of this rich ecosystem. With the intensification of the anthropic occupation process, which started in the mid-1950s, the recurrence of forest fires grew excessively, largely due to the use of fire as a conversion tool. In the period from 1985 to 2020, approximately one third of the Cerrado territory experienced some fire event, with areas with very high recurrence. Years with more than 10 million hectares burned have been recorded. In recent years, environmental managers have started to adopt the prescribed burning practice, not only for building firebreaks, but also as a way to control the amount of vegetation biomass, which is the fuel for forest fires. This and other practices make up the Integrated Fire Management. In this context, this project aims to understand the potential of aerial and orbital remote sensing in the analysis of Integrated Fire Management, using time series of satellite images, and data obtained in loco by the Remotely Piloted Aircraft System (RPAS). The results achieved showed better potential in the use of Drones due to the level of detail of the data, capable of providing information at the understory level. This detail becomes more important when fire management is carried out at the beginning of the dry season, and biomass control is lower. It is worth mentioning that, even less effective in analyzing early burning, the satellite images, Sentinel-2, had satisfactory results for analyzing burning in the months of June and July, registering a correlation between data of R² = 0.71.
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spelling Ferreira, Manuel Eduardohttp://lattes.cnpq.br/4498594723433539Nunes, Gustavo Manzonhttp://lattes.cnpq.br/7168736682633275Ferreira, Manuel EduardoFaria, Karla Maria Silva deAraújo, Fernando Moreira deNunes, Gustavo Manzonhttp://lattes.cnpq.br/6706740706389830Costa, João Vitor Silva2023-09-08T11:57:15Z2023-09-08T11:57:15Z2023-01-24COSTA, J. V. S. Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso. 2023. 55 f. Dissertação (Mestrado em Ciências Ambientais) - Universidade Federal de Goiás, Goiânia, 2023.http://repositorio.bc.ufg.br/tede/handle/tede/13038ark:/38995/0013000007k3qFire is an element of great protagonism in the Cerrado. It occurs naturally since the beginning of the biome, playing an important role in the maintenance of this rich ecosystem. With the intensification of the anthropic occupation process, which started in the mid-1950s, the recurrence of forest fires grew excessively, largely due to the use of fire as a conversion tool. In the period from 1985 to 2020, approximately one third of the Cerrado territory experienced some fire event, with areas with very high recurrence. Years with more than 10 million hectares burned have been recorded. In recent years, environmental managers have started to adopt the prescribed burning practice, not only for building firebreaks, but also as a way to control the amount of vegetation biomass, which is the fuel for forest fires. This and other practices make up the Integrated Fire Management. In this context, this project aims to understand the potential of aerial and orbital remote sensing in the analysis of Integrated Fire Management, using time series of satellite images, and data obtained in loco by the Remotely Piloted Aircraft System (RPAS). The results achieved showed better potential in the use of Drones due to the level of detail of the data, capable of providing information at the understory level. This detail becomes more important when fire management is carried out at the beginning of the dry season, and biomass control is lower. It is worth mentioning that, even less effective in analyzing early burning, the satellite images, Sentinel-2, had satisfactory results for analyzing burning in the months of June and July, registering a correlation between data of R² = 0.71.O fogo é um elemento de grande protagonismo no Cerrado, que ocorre de forma natural desde os primórdios do bioma, tendo papel importante, inclusive, na manutenção da biodiversidade deste rico ecossistema. Com a intensificação do processo de ocupação antrópica, iniciada em meados da década de 1950, a recorrência de incêndios florestais cresceu demasiadamente, muito em virtude do uso do fogo como ferramenta de manejo. No período de 1985 a 2020, aproximadamente um terço do território do Cerrado passou por algum evento com fogo, com áreas com altíssima recorrência. Foram registrados anos com mais de 10 milhões de hectares queimados. Nos últimos anos os gestores ambientais de áreas protegidas passaram a adotar a prática de queima prescrita não só para a construção de aceiros, mas também como forma de controlar a quantidade de biomassa da vegetação, que é o combustível dos incêndios florestais. Esta e outras práticas compõem o Manejo Integrado do Fogo (MIF). Neste contexto, este projeto visa compreender o potencial do sensoriamento remoto aéreo e orbital na análise do Manejo Integrado do Fogo, empregando séries temporais de imagens de satélite, e dados obtidos in loco por Sistema de Aeronaves Remotamente Pilotadas (RPAS). Os resultados alcançados demonstraram melhor potencial na utilização de RPAS por conta do nível de detalhe dos dados, capaz de fornecer informações a nível de sub-bosque. Esse resultado se faz mais importante quando o manejo de fogo é realizado no início da estação seca, e o controle de biomassa é menor. Vale ressaltar que, mesmo menos eficaz na análise da queima precoce, as imagens de satélite, Sentinel-2, tiveram resultados satisfatórios para analisar a queima nos meses de junho e julho, chegando a registrar correlação entre os dados de R² = 0,71.Submitted by Marlene Santos (marlene.bc.ufg@gmail.com) on 2023-09-06T20:35:45Z No. of bitstreams: 2 Dissertação - João Vitor Silva Costa - 2023.pdf: 7812865 bytes, checksum: 7a9739316982f9a502f1a8111ccbffbe (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2023-09-08T11:57:15Z (GMT) No. of bitstreams: 2 Dissertação - João Vitor Silva Costa - 2023.pdf: 7812865 bytes, checksum: 7a9739316982f9a502f1a8111ccbffbe (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Made available in DSpace on 2023-09-08T11:57:15Z (GMT). No. of bitstreams: 2 Dissertação - João Vitor Silva Costa - 2023.pdf: 7812865 bytes, checksum: 7a9739316982f9a502f1a8111ccbffbe (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Previous issue date: 2023-01-24Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESporUniversidade Federal de GoiásPrograma de Pós-graduação em Ciências Ambientais (PRPG)UFGBrasilPró-Reitoria de Pós-graduação (PRPG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessIncêndio florestalCerradoMIFDroneRisco ambientalForest fireIntegrated fire managementEnvironmental riskCIENCIAS BIOLOGICAS::ECOLOGIA::ECOLOGIA DE ECOSSISTEMASPotencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato GrossoPotential of aerial and orbital remote sensing in the analysis of integrated fire management: a case study in Chapada dos Guimarães National Park, Mato Grossoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis23500500500500303341reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/27f1c711-1ab4-4ab2-95e1-5e8e6bc7e77c/download8a4605be74aa9ea9d79846c1fba20a33MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/d799f246-090f-43be-b48d-55b003e3adcc/download4460e5956bc1d1639be9ae6146a50347MD52ORIGINALDissertação - João Vitor Silva Costa - 2023.pdfDissertação - João Vitor Silva Costa - 2023.pdfapplication/pdf7812865http://repositorio.bc.ufg.br/tede/bitstreams/aeb9f589-a02d-48c8-a187-6a983c073ea1/download7a9739316982f9a502f1a8111ccbffbeMD53tede/130382023-09-08 08:57:16.019http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/13038http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2023-09-08T11:57:16Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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
dc.title.pt_BR.fl_str_mv Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso
dc.title.alternative.eng.fl_str_mv Potential of aerial and orbital remote sensing in the analysis of integrated fire management: a case study in Chapada dos Guimarães National Park, Mato Grosso
title Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso
spellingShingle Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso
Costa, João Vitor Silva
Incêndio florestal
Cerrado
MIF
Drone
Risco ambiental
Forest fire
Integrated fire management
Environmental risk
CIENCIAS BIOLOGICAS::ECOLOGIA::ECOLOGIA DE ECOSSISTEMAS
title_short Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso
title_full Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso
title_fullStr Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso
title_full_unstemmed Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso
title_sort Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso
author Costa, João Vitor Silva
author_facet Costa, João Vitor Silva
author_role author
dc.contributor.advisor1.fl_str_mv Ferreira, Manuel Eduardo
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/4498594723433539
dc.contributor.advisor-co1.fl_str_mv Nunes, Gustavo Manzon
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/7168736682633275
dc.contributor.referee1.fl_str_mv Ferreira, Manuel Eduardo
dc.contributor.referee2.fl_str_mv Faria, Karla Maria Silva de
dc.contributor.referee3.fl_str_mv Araújo, Fernando Moreira de
dc.contributor.referee4.fl_str_mv Nunes, Gustavo Manzon
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/6706740706389830
dc.contributor.author.fl_str_mv Costa, João Vitor Silva
contributor_str_mv Ferreira, Manuel Eduardo
Nunes, Gustavo Manzon
Ferreira, Manuel Eduardo
Faria, Karla Maria Silva de
Araújo, Fernando Moreira de
Nunes, Gustavo Manzon
dc.subject.por.fl_str_mv Incêndio florestal
Cerrado
MIF
Drone
Risco ambiental
topic Incêndio florestal
Cerrado
MIF
Drone
Risco ambiental
Forest fire
Integrated fire management
Environmental risk
CIENCIAS BIOLOGICAS::ECOLOGIA::ECOLOGIA DE ECOSSISTEMAS
dc.subject.eng.fl_str_mv Forest fire
Integrated fire management
Environmental risk
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS::ECOLOGIA::ECOLOGIA DE ECOSSISTEMAS
description Fire is an element of great protagonism in the Cerrado. It occurs naturally since the beginning of the biome, playing an important role in the maintenance of this rich ecosystem. With the intensification of the anthropic occupation process, which started in the mid-1950s, the recurrence of forest fires grew excessively, largely due to the use of fire as a conversion tool. In the period from 1985 to 2020, approximately one third of the Cerrado territory experienced some fire event, with areas with very high recurrence. Years with more than 10 million hectares burned have been recorded. In recent years, environmental managers have started to adopt the prescribed burning practice, not only for building firebreaks, but also as a way to control the amount of vegetation biomass, which is the fuel for forest fires. This and other practices make up the Integrated Fire Management. In this context, this project aims to understand the potential of aerial and orbital remote sensing in the analysis of Integrated Fire Management, using time series of satellite images, and data obtained in loco by the Remotely Piloted Aircraft System (RPAS). The results achieved showed better potential in the use of Drones due to the level of detail of the data, capable of providing information at the understory level. This detail becomes more important when fire management is carried out at the beginning of the dry season, and biomass control is lower. It is worth mentioning that, even less effective in analyzing early burning, the satellite images, Sentinel-2, had satisfactory results for analyzing burning in the months of June and July, registering a correlation between data of R² = 0.71.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-09-08T11:57:15Z
dc.date.available.fl_str_mv 2023-09-08T11:57:15Z
dc.date.issued.fl_str_mv 2023-01-24
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.citation.fl_str_mv COSTA, J. V. S. Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso. 2023. 55 f. Dissertação (Mestrado em Ciências Ambientais) - Universidade Federal de Goiás, Goiânia, 2023.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/13038
dc.identifier.dark.fl_str_mv ark:/38995/0013000007k3q
identifier_str_mv COSTA, J. V. S. Potencial do sensoriamento remoto aéreo e orbital na análise do manejo integrado do fogo: um estudo de caso no Parque Nacional Chapada dos Guimarães, Mato Grosso. 2023. 55 f. Dissertação (Mestrado em Ciências Ambientais) - Universidade Federal de Goiás, Goiânia, 2023.
ark:/38995/0013000007k3q
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dc.publisher.none.fl_str_mv Universidade Federal de Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Ciências Ambientais (PRPG)
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