Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico
- Autores
- Monmany, Ana Carolina; Gould, William A.; Andrade Núñez, María José; González, Grizelle; Quiñones, Maya
- Año de publicación
- 2017
- Idioma
- inglés
- Tipo de recurso
- parte de libro
- Estado
- versión publicada
- Descripción
- Global estimates of fire frequency indicate that over 70% of active fires occur in the tropics, and the size and frequency of fires are increasing every year. The majority of fires in the tropics are an unintended consequence of current land-use practices that promotes the establishment of grass and shrubland communities, which are more flammable and more adapted to fire than forests. In the Caribbean, wildland fires occur mainly in dry forests and in grasslands and crop lands. Climate change projections for the Caribbean indicate increasing area of drylands and subsequent increasing potential for wildland fire. We assessed the last decade of fire occurrence records for Puerto Rico to quantify the relative importance of time, climate, land cover, and population to inform predictive models of fire occurrence for projecting future scenarios of fire risk. Kruskal-Wallis, generalized linear models, robust regression, simple and multiple regressions, and tree models were used. We found that hour of the day (time), mean minimum temperature (climate), and percent forest cover (land cover) significantly influenced fire occurrence, while population showed a weak effect. Many variable interactions showed to be important. These significant variables and interactions should be considered in fire-predicting models for the island.
Fil: Monmany, Ana Carolina. Universidad Nacional de Tucumán. Instituto de Ecología Regional. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tucumán. Instituto de Ecología Regional; Argentina
Fil: Gould, William A.. Instituto Internacional de Silvicultura Tropical; Puerto Rico
Fil: Andrade Núñez, María José. Universidad de Puerto Rico; Puerto Rico
Fil: González, Grizelle. Instituto Internacional de Silvicultura Tropical; Puerto Rico
Fil: Quiñones, Maya. Instituto Internacional de Silvicultura Tropical; Puerto Rico - Materia
-
WILDFIRE
TROPICAL DRY FORESTS
WILDFIRE PREDICTABILITY
CLIMATE CHANGE
CARIBBEAN - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/110971
Ver los metadatos del registro completo
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Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto RicoMonmany, Ana CarolinaGould, William A.Andrade Núñez, María JoséGonzález, GrizelleQuiñones, MayaWILDFIRETROPICAL DRY FORESTSWILDFIRE PREDICTABILITYCLIMATE CHANGECARIBBEANhttps://purl.org/becyt/ford/1.5https://purl.org/becyt/ford/1Global estimates of fire frequency indicate that over 70% of active fires occur in the tropics, and the size and frequency of fires are increasing every year. The majority of fires in the tropics are an unintended consequence of current land-use practices that promotes the establishment of grass and shrubland communities, which are more flammable and more adapted to fire than forests. In the Caribbean, wildland fires occur mainly in dry forests and in grasslands and crop lands. Climate change projections for the Caribbean indicate increasing area of drylands and subsequent increasing potential for wildland fire. We assessed the last decade of fire occurrence records for Puerto Rico to quantify the relative importance of time, climate, land cover, and population to inform predictive models of fire occurrence for projecting future scenarios of fire risk. Kruskal-Wallis, generalized linear models, robust regression, simple and multiple regressions, and tree models were used. We found that hour of the day (time), mean minimum temperature (climate), and percent forest cover (land cover) significantly influenced fire occurrence, while population showed a weak effect. Many variable interactions showed to be important. These significant variables and interactions should be considered in fire-predicting models for the island.Fil: Monmany, Ana Carolina. Universidad Nacional de Tucumán. Instituto de Ecología Regional. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tucumán. Instituto de Ecología Regional; ArgentinaFil: Gould, William A.. Instituto Internacional de Silvicultura Tropical; Puerto RicoFil: Andrade Núñez, María José. Universidad de Puerto Rico; Puerto RicoFil: González, Grizelle. Instituto Internacional de Silvicultura Tropical; Puerto RicoFil: Quiñones, Maya. Instituto Internacional de Silvicultura Tropical; Puerto RicoIntechOpenShukla, GopalChakravarty, Sumit2017info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bookParthttp://purl.org/coar/resource_type/c_3248info:ar-repo/semantics/parteDeLibroapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/110971Monmany, Ana Carolina; Gould, William A.; Andrade Núñez, María José; González, Grizelle ; Quiñones, Maya; Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico; IntechOpen; 2017; 77-95978-953-51-3090-1CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://www.intechopen.com/books/forest-ecology-and-conservation/characterizing-predictability-of-fire-occurrence-in-tropical-forests-and-grasslands-the-case-of-puerinfo:eu-repo/semantics/altIdentifier/doi/10.5772/67667info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T10:06:35Zoai:ri.conicet.gov.ar:11336/110971instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 10:06:35.618CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico |
title |
Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico |
spellingShingle |
Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico Monmany, Ana Carolina WILDFIRE TROPICAL DRY FORESTS WILDFIRE PREDICTABILITY CLIMATE CHANGE CARIBBEAN |
title_short |
Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico |
title_full |
Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico |
title_fullStr |
Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico |
title_full_unstemmed |
Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico |
title_sort |
Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico |
dc.creator.none.fl_str_mv |
Monmany, Ana Carolina Gould, William A. Andrade Núñez, María José González, Grizelle Quiñones, Maya |
author |
Monmany, Ana Carolina |
author_facet |
Monmany, Ana Carolina Gould, William A. Andrade Núñez, María José González, Grizelle Quiñones, Maya |
author_role |
author |
author2 |
Gould, William A. Andrade Núñez, María José González, Grizelle Quiñones, Maya |
author2_role |
author author author author |
dc.contributor.none.fl_str_mv |
Shukla, Gopal Chakravarty, Sumit |
dc.subject.none.fl_str_mv |
WILDFIRE TROPICAL DRY FORESTS WILDFIRE PREDICTABILITY CLIMATE CHANGE CARIBBEAN |
topic |
WILDFIRE TROPICAL DRY FORESTS WILDFIRE PREDICTABILITY CLIMATE CHANGE CARIBBEAN |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/1.5 https://purl.org/becyt/ford/1 |
dc.description.none.fl_txt_mv |
Global estimates of fire frequency indicate that over 70% of active fires occur in the tropics, and the size and frequency of fires are increasing every year. The majority of fires in the tropics are an unintended consequence of current land-use practices that promotes the establishment of grass and shrubland communities, which are more flammable and more adapted to fire than forests. In the Caribbean, wildland fires occur mainly in dry forests and in grasslands and crop lands. Climate change projections for the Caribbean indicate increasing area of drylands and subsequent increasing potential for wildland fire. We assessed the last decade of fire occurrence records for Puerto Rico to quantify the relative importance of time, climate, land cover, and population to inform predictive models of fire occurrence for projecting future scenarios of fire risk. Kruskal-Wallis, generalized linear models, robust regression, simple and multiple regressions, and tree models were used. We found that hour of the day (time), mean minimum temperature (climate), and percent forest cover (land cover) significantly influenced fire occurrence, while population showed a weak effect. Many variable interactions showed to be important. These significant variables and interactions should be considered in fire-predicting models for the island. Fil: Monmany, Ana Carolina. Universidad Nacional de Tucumán. Instituto de Ecología Regional. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tucumán. Instituto de Ecología Regional; Argentina Fil: Gould, William A.. Instituto Internacional de Silvicultura Tropical; Puerto Rico Fil: Andrade Núñez, María José. Universidad de Puerto Rico; Puerto Rico Fil: González, Grizelle. Instituto Internacional de Silvicultura Tropical; Puerto Rico Fil: Quiñones, Maya. Instituto Internacional de Silvicultura Tropical; Puerto Rico |
description |
Global estimates of fire frequency indicate that over 70% of active fires occur in the tropics, and the size and frequency of fires are increasing every year. The majority of fires in the tropics are an unintended consequence of current land-use practices that promotes the establishment of grass and shrubland communities, which are more flammable and more adapted to fire than forests. In the Caribbean, wildland fires occur mainly in dry forests and in grasslands and crop lands. Climate change projections for the Caribbean indicate increasing area of drylands and subsequent increasing potential for wildland fire. We assessed the last decade of fire occurrence records for Puerto Rico to quantify the relative importance of time, climate, land cover, and population to inform predictive models of fire occurrence for projecting future scenarios of fire risk. Kruskal-Wallis, generalized linear models, robust regression, simple and multiple regressions, and tree models were used. We found that hour of the day (time), mean minimum temperature (climate), and percent forest cover (land cover) significantly influenced fire occurrence, while population showed a weak effect. Many variable interactions showed to be important. These significant variables and interactions should be considered in fire-predicting models for the island. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/bookPart http://purl.org/coar/resource_type/c_3248 info:ar-repo/semantics/parteDeLibro |
status_str |
publishedVersion |
format |
bookPart |
dc.identifier.none.fl_str_mv |
http://hdl.handle.net/11336/110971 Monmany, Ana Carolina; Gould, William A.; Andrade Núñez, María José; González, Grizelle ; Quiñones, Maya; Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico; IntechOpen; 2017; 77-95 978-953-51-3090-1 CONICET Digital CONICET |
url |
http://hdl.handle.net/11336/110971 |
identifier_str_mv |
Monmany, Ana Carolina; Gould, William A.; Andrade Núñez, María José; González, Grizelle ; Quiñones, Maya; Characterizing Predictability of Fire Occurrence in Tropical Forests and Grasslands: The Case of Puerto Rico; IntechOpen; 2017; 77-95 978-953-51-3090-1 CONICET Digital CONICET |
dc.language.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/url/https://www.intechopen.com/books/forest-ecology-and-conservation/characterizing-predictability-of-fire-occurrence-in-tropical-forests-and-grasslands-the-case-of-puer info:eu-repo/semantics/altIdentifier/doi/10.5772/67667 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/2.5/ar/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by/2.5/ar/ |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
IntechOpen |
publisher.none.fl_str_mv |
IntechOpen |
dc.source.none.fl_str_mv |
reponame:CONICET Digital (CONICET) instname:Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) |
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CONICET Digital (CONICET) |
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Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.mail.fl_str_mv |
dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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1842269965256753152 |
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13.13397 |