Life cycle of bamboo in the southwestern Amazon and its relation to fire events

Detalhes bibliográficos
Autor(a) principal: Dalagnol, Ricardo
Data de Publicação: 2018
Outros Autores: Wagner, Fabien H., Galvão, L. S., Nelson, Bruce Walker, Aragao, L. E.O.C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional do INPA
Texto Completo: https://repositorio.inpa.gov.br/handle/1/14892
Resumo: Bamboo-dominated forests comprise 1 % of the world's forests and 3 % of the Amazon forests. The Guadua spp. bamboos that dominate the southwest Amazon are semelparous; thus flowering and fruiting occur once in a lifetime before death. These events occur in massive spatially organized patches every 28 years and produce huge quantities of necromass. The bamboo-fire hypothesis argues that increased dry fuel after die-off enhances fire probability, creating opportunities that favor bamboo growth. In this study, our aim is to map the bamboo-dominated forests and test the bamboo-fire hypothesis using satellite imagery. Specifically, we developed and validated a method to map the bamboo die-off and its spatial distribution using satellite-derived reflectance time series from the Moderate Resolution Imaging Spectroradiometer (MODIS) and explored the bamboo-fire hypothesis by evaluating the relationship between bamboo die-off and fires detected by the MODIS thermal anomalies product in the southwest Amazon. Our findings show that the near-infrared (NIR) is the most sensitive spectral interval to characterize bamboo growth and cohort age. Automatic detection of historical bamboo die-off achieved an accuracy above 79 %. We mapped and estimated 15.5 million ha of bamboo-dominated forests in the region. The bamboo-fire hypothesis was not supported because only a small fraction of bamboo areas burned during the analysis timescale, and, in general, bamboo did not show higher fire probability after the die-off. Nonetheless, fire occurrence was 45 % higher in dead than live bamboo in drought years, associated with ignition sources from land use, suggesting a bamboo-human-fire association. Although our findings show that the observed fire was not sufficient to drive bamboo dominance, the increased fire occurrence in dead bamboo in drought years may contribute to the maintenance of bamboo and potential expansion into adjacent bamboo-free forests. Fire can even bring deadly consequences to these adjacent forests under climate change effects. © 2018 Author(s).
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spelling Dalagnol, RicardoWagner, Fabien H.Galvão, L. S.Nelson, Bruce WalkerAragao, L. E.O.C.2020-05-07T13:47:13Z2020-05-07T13:47:13Z2018https://repositorio.inpa.gov.br/handle/1/1489210.5194/bg-15-6087-2018Bamboo-dominated forests comprise 1 % of the world's forests and 3 % of the Amazon forests. The Guadua spp. bamboos that dominate the southwest Amazon are semelparous; thus flowering and fruiting occur once in a lifetime before death. These events occur in massive spatially organized patches every 28 years and produce huge quantities of necromass. The bamboo-fire hypothesis argues that increased dry fuel after die-off enhances fire probability, creating opportunities that favor bamboo growth. In this study, our aim is to map the bamboo-dominated forests and test the bamboo-fire hypothesis using satellite imagery. Specifically, we developed and validated a method to map the bamboo die-off and its spatial distribution using satellite-derived reflectance time series from the Moderate Resolution Imaging Spectroradiometer (MODIS) and explored the bamboo-fire hypothesis by evaluating the relationship between bamboo die-off and fires detected by the MODIS thermal anomalies product in the southwest Amazon. Our findings show that the near-infrared (NIR) is the most sensitive spectral interval to characterize bamboo growth and cohort age. Automatic detection of historical bamboo die-off achieved an accuracy above 79 %. We mapped and estimated 15.5 million ha of bamboo-dominated forests in the region. The bamboo-fire hypothesis was not supported because only a small fraction of bamboo areas burned during the analysis timescale, and, in general, bamboo did not show higher fire probability after the die-off. Nonetheless, fire occurrence was 45 % higher in dead than live bamboo in drought years, associated with ignition sources from land use, suggesting a bamboo-human-fire association. Although our findings show that the observed fire was not sufficient to drive bamboo dominance, the increased fire occurrence in dead bamboo in drought years may contribute to the maintenance of bamboo and potential expansion into adjacent bamboo-free forests. Fire can even bring deadly consequences to these adjacent forests under climate change effects. © 2018 Author(s).Volume 15, Número 20, Pags. 6087-6104Attribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessAccuracy AssessmentBambooClimate ChangeDroughtFloweringFruitingLife CycleModisProbabilitySpatial DistributionTemperature AnomalyTime Series AnalysisAmazon RiverBambusaGuaduaLife cycle of bamboo in the southwestern Amazon and its relation to fire eventsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleBiogeosciencesengreponame:Repositório Institucional do INPAinstname:Instituto Nacional de Pesquisas da Amazônia (INPA)instacron:INPAORIGINALartigo-inpa.pdfapplication/pdf3652948https://repositorio.inpa.gov.br/bitstream/1/14892/1/artigo-inpa.pdff5862bc204133481a74826047aec807cMD51CC-LICENSElicense_rdfapplication/octet-stream914https://repositorio.inpa.gov.br/bitstream/1/14892/2/license_rdf4d2950bda3d176f570a9f8b328dfbbefMD521/148922020-07-14 10:27:59.104oai:repositorio:1/14892Repositório de PublicaçõesPUBhttps://repositorio.inpa.gov.br/oai/requestopendoar:2020-07-14T14:27:59Repositório Institucional do INPA - Instituto Nacional de Pesquisas da Amazônia (INPA)false
dc.title.en.fl_str_mv Life cycle of bamboo in the southwestern Amazon and its relation to fire events
title Life cycle of bamboo in the southwestern Amazon and its relation to fire events
spellingShingle Life cycle of bamboo in the southwestern Amazon and its relation to fire events
Dalagnol, Ricardo
Accuracy Assessment
Bamboo
Climate Change
Drought
Flowering
Fruiting
Life Cycle
Modis
Probability
Spatial Distribution
Temperature Anomaly
Time Series Analysis
Amazon River
Bambusa
Guadua
title_short Life cycle of bamboo in the southwestern Amazon and its relation to fire events
title_full Life cycle of bamboo in the southwestern Amazon and its relation to fire events
title_fullStr Life cycle of bamboo in the southwestern Amazon and its relation to fire events
title_full_unstemmed Life cycle of bamboo in the southwestern Amazon and its relation to fire events
title_sort Life cycle of bamboo in the southwestern Amazon and its relation to fire events
author Dalagnol, Ricardo
author_facet Dalagnol, Ricardo
Wagner, Fabien H.
Galvão, L. S.
Nelson, Bruce Walker
Aragao, L. E.O.C.
author_role author
author2 Wagner, Fabien H.
Galvão, L. S.
Nelson, Bruce Walker
Aragao, L. E.O.C.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Dalagnol, Ricardo
Wagner, Fabien H.
Galvão, L. S.
Nelson, Bruce Walker
Aragao, L. E.O.C.
dc.subject.eng.fl_str_mv Accuracy Assessment
Bamboo
Climate Change
Drought
Flowering
Fruiting
Life Cycle
Modis
Probability
Spatial Distribution
Temperature Anomaly
Time Series Analysis
Amazon River
Bambusa
Guadua
topic Accuracy Assessment
Bamboo
Climate Change
Drought
Flowering
Fruiting
Life Cycle
Modis
Probability
Spatial Distribution
Temperature Anomaly
Time Series Analysis
Amazon River
Bambusa
Guadua
description Bamboo-dominated forests comprise 1 % of the world's forests and 3 % of the Amazon forests. The Guadua spp. bamboos that dominate the southwest Amazon are semelparous; thus flowering and fruiting occur once in a lifetime before death. These events occur in massive spatially organized patches every 28 years and produce huge quantities of necromass. The bamboo-fire hypothesis argues that increased dry fuel after die-off enhances fire probability, creating opportunities that favor bamboo growth. In this study, our aim is to map the bamboo-dominated forests and test the bamboo-fire hypothesis using satellite imagery. Specifically, we developed and validated a method to map the bamboo die-off and its spatial distribution using satellite-derived reflectance time series from the Moderate Resolution Imaging Spectroradiometer (MODIS) and explored the bamboo-fire hypothesis by evaluating the relationship between bamboo die-off and fires detected by the MODIS thermal anomalies product in the southwest Amazon. Our findings show that the near-infrared (NIR) is the most sensitive spectral interval to characterize bamboo growth and cohort age. Automatic detection of historical bamboo die-off achieved an accuracy above 79 %. We mapped and estimated 15.5 million ha of bamboo-dominated forests in the region. The bamboo-fire hypothesis was not supported because only a small fraction of bamboo areas burned during the analysis timescale, and, in general, bamboo did not show higher fire probability after the die-off. Nonetheless, fire occurrence was 45 % higher in dead than live bamboo in drought years, associated with ignition sources from land use, suggesting a bamboo-human-fire association. Although our findings show that the observed fire was not sufficient to drive bamboo dominance, the increased fire occurrence in dead bamboo in drought years may contribute to the maintenance of bamboo and potential expansion into adjacent bamboo-free forests. Fire can even bring deadly consequences to these adjacent forests under climate change effects. © 2018 Author(s).
publishDate 2018
dc.date.issued.fl_str_mv 2018
dc.date.accessioned.fl_str_mv 2020-05-07T13:47:13Z
dc.date.available.fl_str_mv 2020-05-07T13:47:13Z
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dc.identifier.uri.fl_str_mv https://repositorio.inpa.gov.br/handle/1/14892
dc.identifier.doi.none.fl_str_mv 10.5194/bg-15-6087-2018
url https://repositorio.inpa.gov.br/handle/1/14892
identifier_str_mv 10.5194/bg-15-6087-2018
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartof.pt_BR.fl_str_mv Volume 15, Número 20, Pags. 6087-6104
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Biogeosciences
publisher.none.fl_str_mv Biogeosciences
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