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
.jpg)
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/279047
Ver los metadatos del registro completo
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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 |
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2025-11 |
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info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
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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 |
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eng |
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eng |
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