1
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Bowring SPK, Li W, Mouillot F, Rosan TM, Ciais P. Road fragment edges enhance wildfire incidence and intensity, while suppressing global burned area. Nat Commun 2024; 15:9176. [PMID: 39448625 PMCID: PMC11502787 DOI: 10.1038/s41467-024-53460-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 10/10/2024] [Indexed: 10/26/2024] Open
Abstract
Landscape fragmentation is statistically correlated with both increases and decreases in wildfire burned area (BA). These different directions-of-impact are not mechanistically understood. Here, road density, a land fragmentation proxy, is implemented in a CMIP6 coupled land-fire model, to represent fragmentation edge effects on fire-relevant environmental variables. Fragmentation caused modelled BA changes of over ±10% in 16% of [0.5°] grid-cells. On average, more fragmentation decreased net BA globally (-1.5%), as estimated empirically. However, in recently-deforested tropical areas, fragmentation drove observationally-consistent BA increases of over 20%. Globally, fragmentation-driven fire BA decreased with increasing population density, but was a hump-shaped function of it in forests. In some areas, fragmentation-driven decreases in BA occurred alongside higher-intensity fires, suggesting the decoupling of fire severity traits. This mechanistic model provides a starting point for quantifying policy-relevant fragmentation-fire impacts, whose results suggest future forest degradation may shift fragmentation from net global fire inhibitor to net fire driver.
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Affiliation(s)
- Simon P K Bowring
- Laboratoire des Sciences du Climat et de l'Environnement (LSCE), IPSL-CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette, France.
- Laboratoire de Géologie, Département de Géosciences, Ecole Normale Supérieure (ENS), 24 rue Lhomond, 75231, Paris Cedex 05, France.
| | - Wei Li
- Department of Earth System Science, Ministry of Education Key Laboratory for Earth System Modeling, Institute for Global Change Studies, Tsinghua University, Beijing, China
| | - Florent Mouillot
- UMR 5175 CEFE, Université de Montpellier, CNRS, EPHE, IRD, 1919 Route de Mende, 34293, Montpellier, France
| | - Thais M Rosan
- Faculty of Environment, Science and Economy, University of Exeter, Exeter, United Kingdom
| | - Philippe Ciais
- Laboratoire des Sciences du Climat et de l'Environnement (LSCE), IPSL-CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette, France
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2
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Jones MW, Veraverbeke S, Andela N, Doerr SH, Kolden C, Mataveli G, Pettinari ML, Le Quéré C, Rosan TM, van der Werf GR, van Wees D, Abatzoglou JT. Global rise in forest fire emissions linked to climate change in the extratropics. Science 2024; 386:eadl5889. [PMID: 39418381 DOI: 10.1126/science.adl5889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 08/21/2024] [Indexed: 10/19/2024]
Abstract
Climate change increases fire-favorable weather in forests, but fire trends are also affected by multiple other controlling factors that are difficult to untangle. We use machine learning to systematically group forest ecoregions into 12 global forest pyromes, with each showing distinct sensitivities to climatic, human, and vegetation controls. This delineation revealed that rapidly increasing forest fire emissions in extratropical pyromes, linked to climate change, offset declining emissions in tropical pyromes during 2001 to 2023. Annual emissions tripled in one extratropical pyrome due to increases in fire-favorable weather, compounded by increased forest cover and productivity. This contributed to a 60% increase in forest fire carbon emissions from forest ecoregions globally. Our results highlight the increasing vulnerability of forests and their carbon stocks to fire disturbance under climate change.
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Affiliation(s)
- Matthew W Jones
- Tyndall Centre for Climate Change Research, School of Environmental Sciences, University of East Anglia (UEA), Norwich, UK
| | - Sander Veraverbeke
- Tyndall Centre for Climate Change Research, School of Environmental Sciences, University of East Anglia (UEA), Norwich, UK
- Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | | | - Stefan H Doerr
- Centre for Wildfire Research, Swansea University, Swansea, UK
| | - Crystal Kolden
- Department of Management of Complex Systems, University of California, Merced, Merced, California, CA USA
| | - Guilherme Mataveli
- Tyndall Centre for Climate Change Research, School of Environmental Sciences, University of East Anglia (UEA), Norwich, UK
- Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), São José dos Campos, Brazil
| | - M Lucrecia Pettinari
- Department of Geology, Geography and the Environment, Universidad de Alcalá, Madrid, Spain
| | - Corinne Le Quéré
- Tyndall Centre for Climate Change Research, School of Environmental Sciences, University of East Anglia (UEA), Norwich, UK
| | - Thais M Rosan
- Faculty of Environment, Science and Economy, University of Exeter, Exeter, UK
| | - Guido R van der Werf
- Department of Meteorology and Air Quality, Environmental Sciences Group, Wageningen University, Wageningen, Netherlands
| | - Dave van Wees
- Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
- BeZero Carbon Ltd., London, UK
| | - John T Abatzoglou
- Department of Management of Complex Systems, University of California, Merced, Merced, California, CA USA
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3
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Yang S, Huang Q, Yu M. Advancements in remote sensing for active fire detection: A review of datasets and methods. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 943:173273. [PMID: 38823698 DOI: 10.1016/j.scitotenv.2024.173273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/06/2024] [Accepted: 05/13/2024] [Indexed: 06/03/2024]
Abstract
This study comprehensively and critically reviews active fire detection advancements in remote sensing from 1975 to the present, focusing on two main perspectives: datasets and corresponding instruments, and detection algorithms. The study highlights the increasing role of machine learning, particularly deep learning techniques, in active fire detection. Looking forward, the review outlines current challenges and future research opportunities in remote sensing for active fire detection. These include exploring data quality management and multi-modal learning, developing spatiotemporally explicit models, investigating self-supervised learning models, improving explainable and interpretable models, integrating physical-process based models with machine learning, and building digital twins to replicate wildfire dynamics and perform what-if scenario analysis. The review aims to serve as a valuable resource for informing natural resource management and enhancing environmental protection efforts through the application of remote sensing technology.
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Affiliation(s)
- Songxi Yang
- Spatial Computing and Data Mining Lab, Department of Geography, University of Wisconsin-Madison, Madison 53705, WI, USA
| | - Qunying Huang
- Spatial Computing and Data Mining Lab, Department of Geography, University of Wisconsin-Madison, Madison 53705, WI, USA.
| | - Manzhu Yu
- Department of Geography, Pennsylvania State University, University Park, 16802, PA, USA
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4
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Novick KA, Ficklin DL, Grossiord C, Konings AG, Martínez-Vilalta J, Sadok W, Trugman AT, Williams AP, Wright AJ, Abatzoglou JT, Dannenberg MP, Gentine P, Guan K, Johnston MR, Lowman LEL, Moore DJP, McDowell NG. The impacts of rising vapour pressure deficit in natural and managed ecosystems. PLANT, CELL & ENVIRONMENT 2024; 47:3561-3589. [PMID: 38348610 DOI: 10.1111/pce.14846] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 01/16/2024] [Accepted: 01/23/2024] [Indexed: 08/16/2024]
Abstract
An exponential rise in the atmospheric vapour pressure deficit (VPD) is among the most consequential impacts of climate change in terrestrial ecosystems. Rising VPD has negative and cascading effects on nearly all aspects of plant function including photosynthesis, water status, growth and survival. These responses are exacerbated by land-atmosphere interactions that couple VPD to soil water and govern the evolution of drought, affecting a range of ecosystem services including carbon uptake, biodiversity, the provisioning of water resources and crop yields. However, despite the global nature of this phenomenon, research on how to incorporate these impacts into resilient management regimes is largely in its infancy, due in part to the entanglement of VPD trends with those of other co-evolving climate drivers. Here, we review the mechanistic bases of VPD impacts at a range of spatial scales, paying particular attention to the independent and interactive influence of VPD in the context of other environmental changes. We then evaluate the consequences of these impacts within key management contexts, including water resources, croplands, wildfire risk mitigation and management of natural grasslands and forests. We conclude with recommendations describing how management regimes could be altered to mitigate the otherwise highly deleterious consequences of rising VPD.
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Affiliation(s)
- Kimberly A Novick
- O'Neill School of Public and Environmental Affairs, Indiana University, Bloomington, Indiana, USA
| | - Darren L Ficklin
- Department of Geography, Indiana University, Bloomington, Indiana, USA
| | - Charlotte Grossiord
- Plant Ecology Research Laboratory (PERL), School of Architecture, Civil and Environmental Engineering (EPFL), Lausanne, Switzerland
- Community Ecology Unit, Swiss Federal Institute for Forest, Snow and Landscape WSL, Lausanne, Switzerland
| | - Alexandra G Konings
- Department of Earth System Science, Stanford University, Stanford, California, USA
| | - Jordi Martínez-Vilalta
- CREAF, Bellaterra, Catalonia, Spain
- Universitat Autònoma de Barcelona, Bellaterra, Catalonia, Spain
| | - Walid Sadok
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota, USA
| | - Anna T Trugman
- Department of Geography, University of California, Santa Barbara, California, USA
| | - A Park Williams
- Department of Geography, University of California, Los Angeles, California, USA
| | - Alexandra J Wright
- Department of Biological Sciences, California State University Los Angeles, Los Angeles, California, USA
| | - John T Abatzoglou
- Management of Complex Systems Department, University of California, Merced, California, USA
| | - Matthew P Dannenberg
- Department of Geographical and Sustainability Sciences, University of Iowa, Iowa City, Iowa, USA
| | - Pierre Gentine
- Department of Earth and Environmental Engineering, Columbia University, New York, New York, USA
- Center for Learning the Earth with Artificial Intelligence and Physics (LEAP), Columbia University, New York, New York, USA
| | - Kaiyu Guan
- Agroecosystem Sustainability Center, Institute for Sustainability, Energy, and Environment, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Department of Natural Resources and Environmental Sciences, College of Agricultural, Consumers, and Environmental Sciences, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- National Center for Supercomputing Applications, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Miriam R Johnston
- Department of Geographical and Sustainability Sciences, University of Iowa, Iowa City, Iowa, USA
| | - Lauren E L Lowman
- Department of Engineering, Wake Forest University, Winston-Salem, North Carolina, USA
| | - David J P Moore
- School of Natural Resources and the Environment, University of Arizona, Tucson, Arizona, USA
| | - Nate G McDowell
- Atmospheric Sciences & Global Change Division, Pacific Northwest National Laboratory, Richland, Washington, USA
- School of Biological Sciences, Washington State University, Pullman, Washington, USA
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5
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Byrne B, Liu J, Bowman KW, Pascolini-Campbell M, Chatterjee A, Pandey S, Miyazaki K, van der Werf GR, Wunch D, Wennberg PO, Roehl CM, Sinha S. Carbon emissions from the 2023 Canadian wildfires. Nature 2024; 633:835-839. [PMID: 39198654 PMCID: PMC11424480 DOI: 10.1038/s41586-024-07878-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 07/25/2024] [Indexed: 09/01/2024]
Abstract
The 2023 Canadian forest fires have been extreme in scale and intensity with more than seven times the average annual area burned compared to the previous four decades1. Here, we quantify the carbon emissions from these fires from May to September 2023 on the basis of inverse modelling of satellite carbon monoxide observations. We find that the magnitude of the carbon emissions is 647 TgC (570-727 TgC), comparable to the annual fossil fuel emissions of large nations, with only India, China and the USA releasing more carbon per year2. We find that widespread hot-dry weather was a principal driver of fire spread, with 2023 being the warmest and driest year since at least 19803. Although temperatures were extreme relative to the historical record, climate projections indicate that these temperatures are likely to be typical during the 2050s, even under a moderate climate mitigation scenario (shared socioeconomic pathway, SSP 2-4.5)4. Such conditions are likely to drive increased fire activity and suppress carbon uptake by Canadian forests, adding to concerns about the long-term durability of these forests as a carbon sink5-8.
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Affiliation(s)
- Brendan Byrne
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA.
| | - Junjie Liu
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
- Division of Geological and Planetary Sciences, California Institute of Technology, Pasadena, CA, USA
| | - Kevin W Bowman
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
- Joint Institute for Regional Earth System Science and Engineering, University of California, Los Angeles, CA, USA
| | | | - Abhishek Chatterjee
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - Sudhanshu Pandey
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - Kazuyuki Miyazaki
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - Guido R van der Werf
- Meteorology & Air Quality Group, Wageningen University and Research, Wageningen, The Netherlands
| | - Debra Wunch
- Department of Physics, University of Toronto, Toronto, Ontario, Canada
| | - Paul O Wennberg
- Division of Geological and Planetary Sciences, California Institute of Technology, Pasadena, CA, USA
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA, USA
| | - Coleen M Roehl
- Division of Geological and Planetary Sciences, California Institute of Technology, Pasadena, CA, USA
| | - Saptarshi Sinha
- Department of Energy, Environmental, and Chemical Engineering, Washington University in St. Louis, St. Louis, MO, USA
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6
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Luo B, Luo D, Dai A, Xiao C, Simmonds I, Hanna E, Overland J, Shi J, Chen X, Yao Y, Duan W, Liu Y, Zhang Q, Xu X, Diao Y, Jiang Z, Gong T. Rapid summer Russian Arctic sea-ice loss enhances the risk of recent Eastern Siberian wildfires. Nat Commun 2024; 15:5399. [PMID: 38926364 PMCID: PMC11208637 DOI: 10.1038/s41467-024-49677-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 06/17/2024] [Indexed: 06/28/2024] Open
Abstract
In recent decades boreal wildfires have occurred frequently over eastern Siberia, leading to increased emissions of carbon dioxide and pollutants. However, it is unclear what factors have contributed to recent increases in these wildfires. Here, using the data we show that background eastern Siberian Arctic warming (BAW) related to summer Russian Arctic sea-ice decline accounts for ~79% of the increase in summer vapor pressure deficit (VPD) that controls wildfires over eastern Siberia over 2004-2021 with the remaining ~21% related to internal atmospheric variability associated with changes in Siberian blocking events. We further demonstrate that Siberian blocking events are occurring at higher latitudes, are more persistent and have larger zonal scales and slower decay due to smaller meridional potential vorticity gradients caused by stronger BAW under lower sea-ice. These changes lead to more persistent, widespread and intense high-latitude warming and VPD, thus contributing to recent increases in eastern Siberian high-latitude wildfires.
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Affiliation(s)
- Binhe Luo
- State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University, Beijing, 100875, China
| | - Dehai Luo
- Key Laboratory of Regional Climate-Environment for Temperate East Asia, Institute of Atmospheric Physics, Chinese Academy of Science, Beijing, 100029, China.
- University of Chinese Academy of Sciences, Beijing, 101408, China.
| | - Aiguo Dai
- Department of Atmospheric and Environmental Sciences, State University of New York, Albany, NY, USA
| | - Cunde Xiao
- State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University, Beijing, 100875, China.
| | - Ian Simmonds
- School of Geography, Earth and Atmospheric Sciences, University of Melbourne, Melbourne, VIC, Australia
| | - Edward Hanna
- Department of Geography, School of Life and Environmental Sciences, University of Lincoln, Lincoln, UK
| | - James Overland
- NOAA/Pacific Marine Environmental Laboratory, Seattle, WA, USA
| | - Jiaqi Shi
- Key Laboratory of Regional Climate-Environment for Temperate East Asia, Institute of Atmospheric Physics, Chinese Academy of Science, Beijing, 100029, China
- University of Chinese Academy of Sciences, Beijing, 101408, China
| | - Xiaodan Chen
- Department of atmospheric and oceanic sciences, Fudan University, Shanghai, 200438, China
| | - Yao Yao
- Key Laboratory of Regional Climate-Environment for Temperate East Asia, Institute of Atmospheric Physics, Chinese Academy of Science, Beijing, 100029, China
- University of Chinese Academy of Sciences, Beijing, 101408, China
| | - Wansuo Duan
- State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics (LASG), Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 100029, China
| | - Yimin Liu
- State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics (LASG), Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 100029, China
| | - Qiang Zhang
- Department of Earth system Science, Tsinghua University, Beijing, 100084, China
| | - Xiyan Xu
- Key Laboratory of Regional Climate-Environment for Temperate East Asia, Institute of Atmospheric Physics, Chinese Academy of Science, Beijing, 100029, China
- University of Chinese Academy of Sciences, Beijing, 101408, China
| | - Yina Diao
- College of Oceanic and Atmospheric Sciences, Ocean University of China, Qingdao, 266101, China
| | - Zhina Jiang
- Institute of Global Change and Polar Meteorology, Chinese Academy of Meteorological Sciences, Beijing, 100081, China
| | - Tingting Gong
- Key Laboratory of Ocean Circulation and Waves, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266400, China
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7
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Simon A, Fierke J, Reiter EJ, Loguercio GA, Heinrichs S, Putzenlechner B, Joelson NZ, Walentowski H. The interior climate and its microclimatic variation of temperate forests in Northern Patagonia, Argentina. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2024; 68:719-730. [PMID: 38279025 DOI: 10.1007/s00484-024-02617-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 12/10/2023] [Accepted: 01/02/2024] [Indexed: 01/28/2024]
Abstract
Knowledge on mesoclimatic zonation and microclimatic variations within mountain forest ecosystems is crucial for understanding regional species turnover and effects of climate change on these systems. The temperate mountain forests in the Andean region of South America are among the largest and contiguous natural deciduous forest areas in the world. Due to their pronounced disturbance regime and different successional stages, a climatic zonation combined with the characterisation of its microclimatic variation is important to identify thresholds of species occurrences.We used micro-loggers to measure air temperature and relative humidity for one year at 40 measurement locations along longitudinal and elevation gradients in mountain forests in Northern Patagonia, Argentina. Our results unveil mesoclimatic patterns within these forests characterised by variations in temperature and vapour pressure deficit along the elevational gradient in general, but also at different times of the year. For example, Austrocedrus chilensis and Nothofagus dombeyi forests differed mainly by temperature and its diurnal range in the warmest months of the year. Also, differences between forest stands and gaps were more pronounced in the warmest months of the year and at lower elevations, with up to 2.5 K higher temperatures in the second half of the day in gaps. We found clear indications that shrubland of Nothofagus antarctica representing a successional stage after disturbances alters the mesoclimatic pattern, favouring forest fire ignition. Such mesoclimatic variations have a major influence on tree species turnover and ecological processes within these forest ecosystems.The findings contribute to our understanding of the complex interplay between topography, climate, and vegetation in shaping the spatial patterns of species occurrences.
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Affiliation(s)
- Alois Simon
- Faculty of Resource Management, HAWK University of Applied Sciences and Arts, Göttingen, Germany
| | - Jonas Fierke
- Faculty of Resource Management, HAWK University of Applied Sciences and Arts, Göttingen, Germany
- Department of Cartography, GIS and Remote Sensing, Institute of Geography, University of Göttingen, Göttingen, Germany
| | - Ernesto J Reiter
- Plant Ecology and Ecosystems Research, University of Göttingen, Göttingen, Germany
| | - Gabriel A Loguercio
- Andean Patagonian Forest Research and Extension Center (CIEFAP), Esquel, Argentina
- Faculty of Engineering, Department of Forestry, National University of Patagonia San Juan Bosco, Comodoro Rivadavia, Argentina
| | - Steffi Heinrichs
- Faculty of Resource Management, HAWK University of Applied Sciences and Arts, Göttingen, Germany
- Silviculture and Forest Ecology of the Temperate Zones, University of Göttingen, Göttingen, Germany
| | - Birgitta Putzenlechner
- Department of Cartography, GIS and Remote Sensing, Institute of Geography, University of Göttingen, Göttingen, Germany
| | - Natalia Z Joelson
- Faculty of Resource Management, HAWK University of Applied Sciences and Arts, Göttingen, Germany
- Faculty of Biology and Psychology, University of Göttingen, Göttingen, Germany
| | - Helge Walentowski
- Faculty of Resource Management, HAWK University of Applied Sciences and Arts, Göttingen, Germany.
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8
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Devanand A, Falster GM, Gillett ZE, Hobeichi S, Holgate CM, Jin C, Mu M, Parker T, Rifai SW, Rome KS, Stojanovic M, Vogel E, Abram NJ, Abramowitz G, Coats S, Evans JP, Gallant AJE, Pitman AJ, Power SB, Rauniyar SP, Taschetto AS, Ukkola AM. Australia's Tinderbox Drought: An extreme natural event likely worsened by human-caused climate change. SCIENCE ADVANCES 2024; 10:eadj3460. [PMID: 38446893 PMCID: PMC10917352 DOI: 10.1126/sciadv.adj3460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 01/29/2024] [Indexed: 03/08/2024]
Abstract
We examine the characteristics and causes of southeast Australia's Tinderbox Drought (2017 to 2019) that preceded the Black Summer fire disaster. The Tinderbox Drought was characterized by cool season rainfall deficits of around -50% in three consecutive years, which was exceptionally unlikely in the context of natural variability alone. The precipitation deficits were initiated and sustained by an anomalous atmospheric circulation that diverted oceanic moisture away from the region, despite traditional indicators of drought risk in southeast Australia generally being in neutral states. Moisture deficits were intensified by unusually high temperatures, high vapor pressure deficits, and sustained reductions in terrestrial water availability. Anthropogenic forcing intensified the rainfall deficits of the Tinderbox Drought by around 18% with an interquartile range of 34.9 to -13.3% highlighting the considerable uncertainty in attributing droughts of this kind to human activity. Skillful predictability of this drought was possible by incorporating multiple remote and local predictors through machine learning, providing prospects for improving forecasting of droughts.
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Affiliation(s)
- Anjana Devanand
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Georgina M. Falster
- ARC Centre of Excellence for Climate Extremes, The Australian National University, Canberra, ACT, Australia
- Research School of Earth Sciences, The Australian National University, Canberra, ACT, Australia
| | - Zoe E. Gillett
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Sanaa Hobeichi
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Chiara M. Holgate
- ARC Centre of Excellence for Climate Extremes, The Australian National University, Canberra, ACT, Australia
- Research School of Earth Sciences, The Australian National University, Canberra, ACT, Australia
| | - Chenhui Jin
- ARC Centre of Excellence for Climate Extremes, Monash University, Melbourne, VIC, Australia
- School of Earth, Atmosphere and Environment, Monash University, Melbourne, VIC, Australia
| | - Mengyuan Mu
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Tess Parker
- ARC Centre of Excellence for Climate Extremes, Monash University, Melbourne, VIC, Australia
- School of Earth, Atmosphere and Environment, Monash University, Melbourne, VIC, Australia
| | - Sami W. Rifai
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
- School of Biological Sciences, University of Adelaide, Adelaide, SA, Australia
| | - Kathleen S. Rome
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Milica Stojanovic
- Centro de Investigación Mariña, Universidade de Vigo, Environmental Physics Laboratory (EPhysLab), Campus As Lagoas s/n, Ourense 32004, Spain
| | - Elisabeth Vogel
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Water Research Centre, School of Civil Engineering, University of New South Wales, Sydney, NSW, Australia
- Melbourne Climate Futures, The University of Melbourne, Parkville, VIC, Australia
| | - Nerilie J. Abram
- ARC Centre of Excellence for Climate Extremes, The Australian National University, Canberra, ACT, Australia
- Research School of Earth Sciences, The Australian National University, Canberra, ACT, Australia
| | - Gab Abramowitz
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Sloan Coats
- Department of Earth Sciences, University of Hawaiʻi at Mānoa, Honolulu, HI, USA
| | - Jason P. Evans
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Ailie J. E. Gallant
- ARC Centre of Excellence for Climate Extremes, Monash University, Melbourne, VIC, Australia
- School of Earth, Atmosphere and Environment, Monash University, Melbourne, VIC, Australia
| | - Andy J. Pitman
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Scott B. Power
- ARC Centre of Excellence for Climate Extremes, Monash University, Melbourne, VIC, Australia
- School of Earth, Atmosphere and Environment, Monash University, Melbourne, VIC, Australia
- Centre for Applied Climate Sciences, University of Southern Queensland, Toowoomba, QLD, Australia
- Climate Services International, Oakleigh, Melbourne, VIC, Australia
| | | | - Andréa S. Taschetto
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Anna M. Ukkola
- ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW, Australia
- Climate Change Research Centre, University of New South Wales, Sydney, NSW, Australia
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9
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Villarruel CM, Figueroa LA, Ranville JF. Quantification of Bioaccessible and Environmentally Relevant Trace Metals in Structure Ash from a Wildland-Urban Interface Fire. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:2502-2513. [PMID: 38277687 DOI: 10.1021/acs.est.3c08446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2024]
Abstract
Wildfires at the wildland-urban interface (WUI) are increasing in frequency and intensity, driven by climate change and anthropogenic ignitions. Few studies have characterized the variability in the metal content in ash generated from burned structures in order to determine the potential risk to human and environmental health. Using inductively coupled plasma optical emission spectroscopy (ICP-OES) and inductively coupled plasma mass spectrometry (ICP-MS), we analyzed leachable trace metal concentration in soils and ash from structures burned by the Marshall Fire, a WUI fire that destroyed over 1000 structures in Boulder County, Colorado. Acid digestion revealed that ash derived from structures contained 22 times more Cu and 3 times more Pb on average than surrounding soils on a mg/kg basis. Ash liberated 12 times more Ni (mg/kg) and twice as much Cr (mg/kg) as soils in a water leach. By comparing the amount of acid-extractable metals to that released by water and simulated epithelial lung fluid (SELF), we estimated their potential for environmental mobility and human bioaccessibility. The SELF leach showed that Cu and Ni were more bioaccessible (mg of leachable metal/mg of acid-extractable metal) in ash than in soils. These results suggest that structure ash is an important source of trace metals that can negatively impact the health of both humans and the environment.
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Affiliation(s)
- Carmen M Villarruel
- Department of Chemistry, Colorado School of Mines, Golden, Colorado 80401, United States
| | - Linda A Figueroa
- Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, Colorado 80401, United States
| | - James F Ranville
- Department of Chemistry, Colorado School of Mines, Golden, Colorado 80401, United States
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10
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Torres-Ruiz JM, Cochard H, Delzon S, Boivin T, Burlett R, Cailleret M, Corso D, Delmas CEL, De Caceres M, Diaz-Espejo A, Fernández-Conradi P, Guillemot J, Lamarque LJ, Limousin JM, Mantova M, Mencuccini M, Morin X, Pimont F, De Dios VR, Ruffault J, Trueba S, Martin-StPaul NK. Plant hydraulics at the heart of plant, crops and ecosystem functions in the face of climate change. THE NEW PHYTOLOGIST 2024; 241:984-999. [PMID: 38098153 DOI: 10.1111/nph.19463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 11/05/2023] [Indexed: 01/12/2024]
Abstract
Plant hydraulics is crucial for assessing the plants' capacity to extract and transport water from the soil up to their aerial organs. Along with their capacity to exchange water between plant compartments and regulate evaporation, hydraulic properties determine plant water relations, water status and susceptibility to pathogen attacks. Consequently, any variation in the hydraulic characteristics of plants is likely to significantly impact various mechanisms and processes related to plant growth, survival and production, as well as the risk of biotic attacks and forest fire behaviour. However, the integration of hydraulic traits into disciplines such as plant pathology, entomology, fire ecology or agriculture can be significantly improved. This review examines how plant hydraulics can provide new insights into our understanding of these processes, including modelling processes of vegetation dynamics, illuminating numerous perspectives for assessing the consequences of climate change on forest and agronomic systems, and addressing unanswered questions across multiple areas of knowledge.
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Affiliation(s)
- José M Torres-Ruiz
- Université Clermont-Auvergne, INRAE, PIAF, 63000, Clermont-Ferrand, France
| | - Hervé Cochard
- Université Clermont-Auvergne, INRAE, PIAF, 63000, Clermont-Ferrand, France
| | - Sylvain Delzon
- University of Bordeaux, INRAE, UMR BIOGECO, Pessac, 33615, France
| | | | - Regis Burlett
- University of Bordeaux, INRAE, UMR BIOGECO, Pessac, 33615, France
| | - Maxime Cailleret
- INRAE, Aix-Marseille Université, UMR RECOVER, Aix-en-Provence, 13100, France
| | - Déborah Corso
- University of Bordeaux, INRAE, UMR BIOGECO, Pessac, 33615, France
| | - Chloé E L Delmas
- INRAE, Bordeaux Sciences Agro, ISVV, SAVE, F-33140, Villenave d'Ornon, France
| | | | - Antonio Diaz-Espejo
- Instituto de Recursos Naturales y Agrobiología (IRNAS), Consejo Superior de Investigaciones Científicas (CSIC), Seville, 41012, Spain
| | | | - Joannes Guillemot
- CIRAD, UMR Eco&Sols, Montpellier, 34394, France
- Eco&Sols, Univ. Montpellier, CIRAD, INRAe, Institut Agro, IRD, Montpellier, 34394, France
- Department of Forest Sciences, ESALQ, University of São Paulo, Piracicaba, 05508-060, São Paulo, Brazil
| | - Laurent J Lamarque
- Département des sciences de l'environnement, Université du Québec à Trois-Rivières, Trois-Rivières, G9A 5H7, Québec, Canada
| | | | - Marylou Mantova
- Agronomy Department, Institute of Food and Agricultural Sciences, University of Florida, Gainesville, FL, 32611, USA
| | - Maurizio Mencuccini
- CREAF, Bellaterra (Cerdanyola del Vallès), Catalonia, E08193, Spain
- ICREA, Barcelona, 08010, Spain
| | - Xavier Morin
- CEFE, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, 34394, France
| | | | - Victor Resco De Dios
- Department of Forest and Agricultural Science and Engineering, University of Lleida, Lleida, 25198, Spain
- JRU CTFC-AGROTECNIO-CERCA Center, Lleida, 25198, Spain
| | | | - Santiago Trueba
- University of Bordeaux, INRAE, UMR BIOGECO, Pessac, 33615, France
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11
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Wang X, Oliver J, Swystun T, Hanes CC, Erni S, Flannigan MD. Critical fire weather conditions during active fire spread days in Canada. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 869:161831. [PMID: 36708831 DOI: 10.1016/j.scitotenv.2023.161831] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/21/2023] [Accepted: 01/21/2023] [Indexed: 06/18/2023]
Abstract
A spread day is defined as a day in which fires grow a substantial amount of area; such days usually occur during high or extreme fire weather conditions. The identification and prediction of a spread day based on fire weather conditions could help both our understanding of fire regimes as well as forecasting and managing fires operationally. This study explores the relationships between fire weather and spread days in the forested areas of Canada by spatially and temporally matching a daily fire growth database to a daily gridded fire weather database that spans from 2001 to 2019. By examining the correlations between spread day fire weather conditions and location, conifer coverage (%), and elevation, we found that a spread day happens under less severe fire weather conditions as latitude increases for the entire study area and as conifer coverage increases within non-mountainous study areas. In the western mountain areas, however, with increasing conifer coverage more severe fire weather conditions are required for a spread day to occur. Using two modeling approaches, we were able to identify spread day indicators (generalized additive model) and to predict the occurrence of spread days (semi-binomial regression model) by Canadian Ecozones both annually and seasonally. Overall, Fine Fuel Moisture Code (FFMC), Initial Spread Index (ISI), and Fire Weather Index (FWI) performed the best in all models built for spread day identification and prediction but varied depending on the conditions mentioned above. FFMC was the most consistent across all spatial and temporal scales.
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Affiliation(s)
- Xianli Wang
- Northern Forestry Centre, Canadian Forest Service, Natural Resources Canada, 5320-122nd Street, Edmonton, AB T6H 3S5, Canada.
| | - Jacqueline Oliver
- Dept of Natural Resource Science, Faculty of Science, Thompson Rivers University, 805 TRU Way, Kamloops, BC V2C 0C8, Canada
| | - Tom Swystun
- Great Lakes Forestry Centre, Canadian Forest Service, Natural Resources Canada, 1219 Queen Street East, Sault Ste. Marie, ON P6A 2E5, Canada
| | - Chelene C Hanes
- Great Lakes Forestry Centre, Canadian Forest Service, Natural Resources Canada, 1219 Queen Street East, Sault Ste. Marie, ON P6A 2E5, Canada
| | - Sandy Erni
- Great Lakes Forestry Centre, Canadian Forest Service, Natural Resources Canada, 1219 Queen Street East, Sault Ste. Marie, ON P6A 2E5, Canada
| | - Mike D Flannigan
- Dept of Natural Resource Science, Faculty of Science, Thompson Rivers University, 805 TRU Way, Kamloops, BC V2C 0C8, Canada
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