Climate-driven emergence of fire danger in South America under global warming

Autores
Forgioni, Fernando Primo; Lovino, Miguel Angel; Muller, Gabriela Viviana; Kirsch Pinheiro, Damaris Primo
Año de publicación
2025
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
This study assesses the capability of ten CORDEX regional climate models (RCMs) to simulate the components of the Canadian Fire Weather Index (FWI) system across South America. Model performance for the historical period (1951-2005) is evaluated against the Copernicus Emergency Management Service ERA5 (CEMS-ERA5) reanalysis using correlation, root mean square error (RMSE), bias, and inter-model variability as validation metrics. Future projections are analyzed using the Time of Emergence (ToE) and Global Temperature of Emergence (GToE) frameworks under two representative concentration pathways (RCP4.5 and RCP8.5), to identify when and under which global warming levels fire-conducive conditions emerge beyond natural variability. Results show that FWI and the Fine Fuel Moisture Code (FFMC) reproduce observed variability most accurately (r > 0.70), while cumulative indices such as the Drought Code (DC) and Duff Moisture Code (DMC) exhibit larger uncertainties linked to precipitation biases and long-term moisture processes. Projections indicate that extreme fire weather conditions (represented by the frequency of days exceeding the 95th percentile of FWI, FWI95d) emerge earliest and most extensively, particularly under the high-emission RCP8.5 scenario, with large areas of northern and central South America crossing emergence thresholds during the early years of the 2030s decade. In contrast, indices related to fire-season length (FWIfwsl) and seasonal severity (FWIfs) show delayed and spatially fragmented emergence patterns, reflecting their stronger dependence on persistent warming trends. A critical finding is that several regions, including southern Brazil, Paraguay, northern Argentina, and Bolivia, have already exceeded emergence thresholds during the historical period, signaling that shifts in fire-weather regimes are already underway. These results highlight the urgent need to strengthen fire management and adaptation strategies across South America, while emphasizing that limiting global warming below 2 °C would significantly delay and reduce the extent of emerging fire danger in the region.
Fil: Forgioni, Fernando Primo. Universidade Federal de Santa Maria; Brasil
Fil: Lovino, Miguel Angel. Universidad Nacional del Litoral. Facultad de Ingenieria y Ciencias Hidricas. Centro de Estudios de Variabilidad y Cambio Climatico.; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe; Argentina
Fil: Muller, Gabriela Viviana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe; Argentina. Universidad Nacional del Litoral. Facultad de Ingenieria y Ciencias Hidricas. Centro de Estudios de Variabilidad y Cambio Climatico.; Argentina
Fil: Kirsch Pinheiro, Damaris Primo. Universidade Federal de Santa Maria; Brasil
Materia
fire danger
Climate-driven emergence
global warming
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/279047

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network_name_str CONICET Digital (CONICET)
spelling Climate-driven emergence of fire danger in South America under global warmingForgioni, Fernando PrimoLovino, Miguel AngelMuller, Gabriela VivianaKirsch Pinheiro, Damaris Primofire dangerClimate-driven emergenceglobal warminghttps://purl.org/becyt/ford/1.5https://purl.org/becyt/ford/1This study assesses the capability of ten CORDEX regional climate models (RCMs) to simulate the components of the Canadian Fire Weather Index (FWI) system across South America. Model performance for the historical period (1951-2005) is evaluated against the Copernicus Emergency Management Service ERA5 (CEMS-ERA5) reanalysis using correlation, root mean square error (RMSE), bias, and inter-model variability as validation metrics. Future projections are analyzed using the Time of Emergence (ToE) and Global Temperature of Emergence (GToE) frameworks under two representative concentration pathways (RCP4.5 and RCP8.5), to identify when and under which global warming levels fire-conducive conditions emerge beyond natural variability. Results show that FWI and the Fine Fuel Moisture Code (FFMC) reproduce observed variability most accurately (r > 0.70), while cumulative indices such as the Drought Code (DC) and Duff Moisture Code (DMC) exhibit larger uncertainties linked to precipitation biases and long-term moisture processes. Projections indicate that extreme fire weather conditions (represented by the frequency of days exceeding the 95th percentile of FWI, FWI95d) emerge earliest and most extensively, particularly under the high-emission RCP8.5 scenario, with large areas of northern and central South America crossing emergence thresholds during the early years of the 2030s decade. In contrast, indices related to fire-season length (FWIfwsl) and seasonal severity (FWIfs) show delayed and spatially fragmented emergence patterns, reflecting their stronger dependence on persistent warming trends. A critical finding is that several regions, including southern Brazil, Paraguay, northern Argentina, and Bolivia, have already exceeded emergence thresholds during the historical period, signaling that shifts in fire-weather regimes are already underway. These results highlight the urgent need to strengthen fire management and adaptation strategies across South America, while emphasizing that limiting global warming below 2 °C would significantly delay and reduce the extent of emerging fire danger in the region.Fil: Forgioni, Fernando Primo. Universidade Federal de Santa Maria; BrasilFil: Lovino, Miguel Angel. Universidad Nacional del Litoral. Facultad de Ingenieria y Ciencias Hidricas. Centro de Estudios de Variabilidad y Cambio Climatico.; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe; ArgentinaFil: Muller, Gabriela Viviana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe; Argentina. Universidad Nacional del Litoral. Facultad de Ingenieria y Ciencias Hidricas. Centro de Estudios de Variabilidad y Cambio Climatico.; ArgentinaFil: Kirsch Pinheiro, Damaris Primo. Universidade Federal de Santa Maria; BrasilIOP Publishing2025-11info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/279047Forgioni, Fernando Primo; Lovino, Miguel Angel; Muller, Gabriela Viviana; Kirsch Pinheiro, Damaris Primo; Climate-driven emergence of fire danger in South America under global warming; IOP Publishing; Environmental Research: Climate; 5; 1; 11-2025; 1-282752-5295CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://iopscience.iop.org/article/10.1088/2752-5295/ae249ainfo:eu-repo/semantics/altIdentifier/doi/10.1088/2752-5295/ae249ainfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2026-02-26T10:33:27Zoai:ri.conicet.gov.ar:11336/279047instacron: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:34982026-02-26 10:33:27.752CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Climate-driven emergence of fire danger in South America under global warming
title Climate-driven emergence of fire danger in South America under global warming
spellingShingle Climate-driven emergence of fire danger in South America under global warming
Forgioni, Fernando Primo
fire danger
Climate-driven emergence
global warming
title_short Climate-driven emergence of fire danger in South America under global warming
title_full Climate-driven emergence of fire danger in South America under global warming
title_fullStr Climate-driven emergence of fire danger in South America under global warming
title_full_unstemmed Climate-driven emergence of fire danger in South America under global warming
title_sort Climate-driven emergence of fire danger in South America under global warming
dc.creator.none.fl_str_mv Forgioni, Fernando Primo
Lovino, Miguel Angel
Muller, Gabriela Viviana
Kirsch Pinheiro, Damaris Primo
author Forgioni, Fernando Primo
author_facet Forgioni, Fernando Primo
Lovino, Miguel Angel
Muller, Gabriela Viviana
Kirsch Pinheiro, Damaris Primo
author_role author
author2 Lovino, Miguel Angel
Muller, Gabriela Viviana
Kirsch Pinheiro, Damaris Primo
author2_role author
author
author
dc.subject.none.fl_str_mv fire danger
Climate-driven emergence
global warming
topic fire danger
Climate-driven emergence
global warming
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.5
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv This study assesses the capability of ten CORDEX regional climate models (RCMs) to simulate the components of the Canadian Fire Weather Index (FWI) system across South America. Model performance for the historical period (1951-2005) is evaluated against the Copernicus Emergency Management Service ERA5 (CEMS-ERA5) reanalysis using correlation, root mean square error (RMSE), bias, and inter-model variability as validation metrics. Future projections are analyzed using the Time of Emergence (ToE) and Global Temperature of Emergence (GToE) frameworks under two representative concentration pathways (RCP4.5 and RCP8.5), to identify when and under which global warming levels fire-conducive conditions emerge beyond natural variability. Results show that FWI and the Fine Fuel Moisture Code (FFMC) reproduce observed variability most accurately (r > 0.70), while cumulative indices such as the Drought Code (DC) and Duff Moisture Code (DMC) exhibit larger uncertainties linked to precipitation biases and long-term moisture processes. Projections indicate that extreme fire weather conditions (represented by the frequency of days exceeding the 95th percentile of FWI, FWI95d) emerge earliest and most extensively, particularly under the high-emission RCP8.5 scenario, with large areas of northern and central South America crossing emergence thresholds during the early years of the 2030s decade. In contrast, indices related to fire-season length (FWIfwsl) and seasonal severity (FWIfs) show delayed and spatially fragmented emergence patterns, reflecting their stronger dependence on persistent warming trends. A critical finding is that several regions, including southern Brazil, Paraguay, northern Argentina, and Bolivia, have already exceeded emergence thresholds during the historical period, signaling that shifts in fire-weather regimes are already underway. These results highlight the urgent need to strengthen fire management and adaptation strategies across South America, while emphasizing that limiting global warming below 2 °C would significantly delay and reduce the extent of emerging fire danger in the region.
Fil: Forgioni, Fernando Primo. Universidade Federal de Santa Maria; Brasil
Fil: Lovino, Miguel Angel. Universidad Nacional del Litoral. Facultad de Ingenieria y Ciencias Hidricas. Centro de Estudios de Variabilidad y Cambio Climatico.; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe; Argentina
Fil: Muller, Gabriela Viviana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe; Argentina. Universidad Nacional del Litoral. Facultad de Ingenieria y Ciencias Hidricas. Centro de Estudios de Variabilidad y Cambio Climatico.; Argentina
Fil: Kirsch Pinheiro, Damaris Primo. Universidade Federal de Santa Maria; Brasil
description This study assesses the capability of ten CORDEX regional climate models (RCMs) to simulate the components of the Canadian Fire Weather Index (FWI) system across South America. Model performance for the historical period (1951-2005) is evaluated against the Copernicus Emergency Management Service ERA5 (CEMS-ERA5) reanalysis using correlation, root mean square error (RMSE), bias, and inter-model variability as validation metrics. Future projections are analyzed using the Time of Emergence (ToE) and Global Temperature of Emergence (GToE) frameworks under two representative concentration pathways (RCP4.5 and RCP8.5), to identify when and under which global warming levels fire-conducive conditions emerge beyond natural variability. Results show that FWI and the Fine Fuel Moisture Code (FFMC) reproduce observed variability most accurately (r > 0.70), while cumulative indices such as the Drought Code (DC) and Duff Moisture Code (DMC) exhibit larger uncertainties linked to precipitation biases and long-term moisture processes. Projections indicate that extreme fire weather conditions (represented by the frequency of days exceeding the 95th percentile of FWI, FWI95d) emerge earliest and most extensively, particularly under the high-emission RCP8.5 scenario, with large areas of northern and central South America crossing emergence thresholds during the early years of the 2030s decade. In contrast, indices related to fire-season length (FWIfwsl) and seasonal severity (FWIfs) show delayed and spatially fragmented emergence patterns, reflecting their stronger dependence on persistent warming trends. A critical finding is that several regions, including southern Brazil, Paraguay, northern Argentina, and Bolivia, have already exceeded emergence thresholds during the historical period, signaling that shifts in fire-weather regimes are already underway. These results highlight the urgent need to strengthen fire management and adaptation strategies across South America, while emphasizing that limiting global warming below 2 °C would significantly delay and reduce the extent of emerging fire danger in the region.
publishDate 2025
dc.date.none.fl_str_mv 2025-11
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/279047
Forgioni, Fernando Primo; Lovino, Miguel Angel; Muller, Gabriela Viviana; Kirsch Pinheiro, Damaris Primo; Climate-driven emergence of fire danger in South America under global warming; IOP Publishing; Environmental Research: Climate; 5; 1; 11-2025; 1-28
2752-5295
CONICET Digital
CONICET
url http://hdl.handle.net/11336/279047
identifier_str_mv Forgioni, Fernando Primo; Lovino, Miguel Angel; Muller, Gabriela Viviana; Kirsch Pinheiro, Damaris Primo; Climate-driven emergence of fire danger in South America under global warming; IOP Publishing; Environmental Research: Climate; 5; 1; 11-2025; 1-28
2752-5295
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://iopscience.iop.org/article/10.1088/2752-5295/ae249a
info:eu-repo/semantics/altIdentifier/doi/10.1088/2752-5295/ae249a
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
application/pdf
application/pdf
dc.publisher.none.fl_str_mv IOP Publishing
publisher.none.fl_str_mv IOP Publishing
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv 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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