Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land uses

Detalhes bibliográficos
Autor(a) principal: CAVALCANTE,Rosane B.L.
Data de Publicação: 2021
Outros Autores: SOUZA,Bruno M., RAMOS,Silvio J., GASTAUER,Markus, NASCIMENTO Junior,Wilson R., CALDEIRA,Cecílio F., SOUZA-FILHO,Pedro W.M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Acta Amazonica
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672021000400352
Resumo: ABSTRACT The fire frequency in the Amazon increased rapidly after the 1990s due to deforestation and forest degradation, and it is expected to increase in response to climate change. We analyzed the fire occurrence and assessed seven fire hazard indices in the municipality of Canaã dos Carajás, in the eastern Amazon, for different land use and land cover (LULC) types. We used data from three weather stations located at different heights to compare the performance of the indices using skill scores and success percentages for each LULC. Overall most hotspots occurred in deforested areas and native forests, which were the main LULC types, while few were observed in rupestrian fields, urban areas, and mining areas. However, forests presented the lowest number of hotspots per unit area, especially inside protected areas, and all hotspots in forest areas were observed after a severe drought in 2015. The performance of the fire indices varied as a function of the LULC class and the weather station considered, which indicates the importance of choosing the most appropriate location of the station according to the purpose of the monitoring. The Keetch-Byram Drought Index showed the best performance for predicting fire occurrence for all LULC classes, and forests and deforested areas individually. Despite its simplicity, the Angstrom index stood out due to its good performance in the prediction of days with more than six hotspots.
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spelling Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land usesforest protectionconservation unitsfire indexKBDIAngstrom indexABSTRACT The fire frequency in the Amazon increased rapidly after the 1990s due to deforestation and forest degradation, and it is expected to increase in response to climate change. We analyzed the fire occurrence and assessed seven fire hazard indices in the municipality of Canaã dos Carajás, in the eastern Amazon, for different land use and land cover (LULC) types. We used data from three weather stations located at different heights to compare the performance of the indices using skill scores and success percentages for each LULC. Overall most hotspots occurred in deforested areas and native forests, which were the main LULC types, while few were observed in rupestrian fields, urban areas, and mining areas. However, forests presented the lowest number of hotspots per unit area, especially inside protected areas, and all hotspots in forest areas were observed after a severe drought in 2015. The performance of the fire indices varied as a function of the LULC class and the weather station considered, which indicates the importance of choosing the most appropriate location of the station according to the purpose of the monitoring. The Keetch-Byram Drought Index showed the best performance for predicting fire occurrence for all LULC classes, and forests and deforested areas individually. Despite its simplicity, the Angstrom index stood out due to its good performance in the prediction of days with more than six hotspots.Instituto Nacional de Pesquisas da Amazônia2021-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672021000400352Acta Amazonica v.51 n.4 2021reponame:Acta Amazonicainstname:Instituto Nacional de Pesquisas da Amazônia (INPA)instacron:INPA10.1590/1809-4392202101172info:eu-repo/semantics/openAccessCAVALCANTE,Rosane B.L.SOUZA,Bruno M.RAMOS,Silvio J.GASTAUER,MarkusNASCIMENTO Junior,Wilson R.CALDEIRA,Cecílio F.SOUZA-FILHO,Pedro W.M.eng2021-12-07T00:00:00Zoai:scielo:S0044-59672021000400352Revistahttps://acta.inpa.gov.br/PUBhttps://old.scielo.br/oai/scielo-oai.phpacta@inpa.gov.br||acta@inpa.gov.br1809-43920044-5967opendoar:2021-12-07T00:00Acta Amazonica - Instituto Nacional de Pesquisas da Amazônia (INPA)false
dc.title.none.fl_str_mv Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land uses
title Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land uses
spellingShingle Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land uses
CAVALCANTE,Rosane B.L.
forest protection
conservation units
fire index
KBDI
Angstrom index
title_short Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land uses
title_full Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land uses
title_fullStr Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land uses
title_full_unstemmed Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land uses
title_sort Assessment of fire hazard weather indices in the eastern Amazon: a case study for different land uses
author CAVALCANTE,Rosane B.L.
author_facet CAVALCANTE,Rosane B.L.
SOUZA,Bruno M.
RAMOS,Silvio J.
GASTAUER,Markus
NASCIMENTO Junior,Wilson R.
CALDEIRA,Cecílio F.
SOUZA-FILHO,Pedro W.M.
author_role author
author2 SOUZA,Bruno M.
RAMOS,Silvio J.
GASTAUER,Markus
NASCIMENTO Junior,Wilson R.
CALDEIRA,Cecílio F.
SOUZA-FILHO,Pedro W.M.
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv CAVALCANTE,Rosane B.L.
SOUZA,Bruno M.
RAMOS,Silvio J.
GASTAUER,Markus
NASCIMENTO Junior,Wilson R.
CALDEIRA,Cecílio F.
SOUZA-FILHO,Pedro W.M.
dc.subject.por.fl_str_mv forest protection
conservation units
fire index
KBDI
Angstrom index
topic forest protection
conservation units
fire index
KBDI
Angstrom index
description ABSTRACT The fire frequency in the Amazon increased rapidly after the 1990s due to deforestation and forest degradation, and it is expected to increase in response to climate change. We analyzed the fire occurrence and assessed seven fire hazard indices in the municipality of Canaã dos Carajás, in the eastern Amazon, for different land use and land cover (LULC) types. We used data from three weather stations located at different heights to compare the performance of the indices using skill scores and success percentages for each LULC. Overall most hotspots occurred in deforested areas and native forests, which were the main LULC types, while few were observed in rupestrian fields, urban areas, and mining areas. However, forests presented the lowest number of hotspots per unit area, especially inside protected areas, and all hotspots in forest areas were observed after a severe drought in 2015. The performance of the fire indices varied as a function of the LULC class and the weather station considered, which indicates the importance of choosing the most appropriate location of the station according to the purpose of the monitoring. The Keetch-Byram Drought Index showed the best performance for predicting fire occurrence for all LULC classes, and forests and deforested areas individually. Despite its simplicity, the Angstrom index stood out due to its good performance in the prediction of days with more than six hotspots.
publishDate 2021
dc.date.none.fl_str_mv 2021-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672021000400352
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672021000400352
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1809-4392202101172
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Instituto Nacional de Pesquisas da Amazônia
publisher.none.fl_str_mv Instituto Nacional de Pesquisas da Amazônia
dc.source.none.fl_str_mv Acta Amazonica v.51 n.4 2021
reponame:Acta Amazonica
instname:Instituto Nacional de Pesquisas da Amazônia (INPA)
instacron:INPA
instname_str Instituto Nacional de Pesquisas da Amazônia (INPA)
instacron_str INPA
institution INPA
reponame_str Acta Amazonica
collection Acta Amazonica
repository.name.fl_str_mv Acta Amazonica - Instituto Nacional de Pesquisas da Amazônia (INPA)
repository.mail.fl_str_mv acta@inpa.gov.br||acta@inpa.gov.br
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